[ { "day": 0, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Question:** It has been 0 days since your transplant. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 0, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 0, \"reason_do\": \"I was instructed on the app and want to track my recovery and my caregiver could help me enter the mood even if I'm tired.\", \"reason_not\": \"It's transplant day — I'm likely exhausted, undergoing procedures and monitoring in the hospital, so filling a survey is low priority.\", \"decision\": \"No\", \"confidence\": 0.7, \"mood_score\": \"missing\"}", "model_response_parsed": { "id": "P013", "day": 0, "reason_do": "I was instructed on the app and want to track my recovery and my caregiver could help me enter the mood even if I'm tired.", "reason_not": "It's transplant day — I'm likely exhausted, undergoing procedures and monitoring in the hospital, so filling a survey is low priority.", "decision": "No", "confidence": 0.7, "mood_score": "missing" } }, { "day": 1, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\"\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 1\": 0,\n \"Average mood on completed days prior to Day 1\": NA\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1781.0,\n \"Average sedentary time (mins)\": 1134.0,\n \"Average active time (mins)\": 105.0,\n \"Average sleep duration (hours)\": 3.39\n}\n\n- **Question:** Today is Day 1. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 1, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 1, \"reason_do\": \"I want to let my care team and caregiver know how I'm feeling today and it only takes a moment to tap in a number, which could help with my follow-up care.\", \"reason_not\": \"I'm very tired with very little sleep and low energy after transplant and might simply forget or be too fatigued to complete the survey.\", \"decision\": \"Yes\", \"confidence\": 0.65, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 1, "reason_do": "I want to let my care team and caregiver know how I'm feeling today and it only takes a moment to tap in a number, which could help with my follow-up care.", "reason_not": "I'm very tired with very little sleep and low energy after transplant and might simply forget or be too fatigued to complete the survey.", "decision": "Yes", "confidence": 0.65, "mood_score": 4 } }, { "day": 2, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 2\": 0,\n \"Average mood on completed days prior to Day 2\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2861.5,\n \"Average sedentary time (mins)\": 1198.5,\n \"Average active time (mins)\": 108.5,\n \"Average sleep duration (hours)\": 3.39\n}\n\n- **Question:** Today is Day 2. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 2, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 2, \"reason_do\": \"I want to keep my care team and caregiver updated and I've been completing the daily check-ins so far, plus the intervention sends encouraging prompts.\", \"reason_not\": \"I'm extremely fatigued with very little sleep and low energy today, so I might skip the extra step.\", \"decision\": \"Yes\", \"confidence\": 0.72, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 2, "reason_do": "I want to keep my care team and caregiver updated and I've been completing the daily check-ins so far, plus the intervention sends encouraging prompts.", "reason_not": "I'm extremely fatigued with very little sleep and low energy today, so I might skip the extra step.", "decision": "Yes", "confidence": 0.72, "mood_score": 4 } }, { "day": 3, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 3\": 0,\n \"Average mood on completed days prior to Day 3\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2933.33,\n \"Average sedentary time (mins)\": 1223.33,\n \"Average active time (mins)\": 109.67,\n \"Average sleep duration (hours)\": 5.69\n}\n\n- **Question:** Today is Day 3. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 3, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 3, \"reason_do\": \"Reflection: my low mood, poor sleep, and low activity make monitoring important; I've completed the last two days and the intervention messages encourage me to keep reporting, so I'll likely do it again.\", \"reason_not\": \"I may be too fatigued or feeling unwell today after transplant recovery and skip interacting with the app.\", \"decision\": \"Yes\", \"confidence\": 0.82, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 3, "reason_do": "Reflection: my low mood, poor sleep, and low activity make monitoring important; I've completed the last two days and the intervention messages encourage me to keep reporting, so I'll likely do it again.", "reason_not": "I may be too fatigued or feeling unwell today after transplant recovery and skip interacting with the app.", "decision": "Yes", "confidence": 0.82, "mood_score": 4 } }, { "day": 4, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 4\": 0,\n \"Average mood on completed days prior to Day 4\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2751.25,\n \"Average sedentary time (mins)\": 1236.75,\n \"Average active time (mins)\": 107.75,\n \"Average sleep duration (hours)\": 7.7\n}\n\n- **Question:** Today is Day 4. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 4, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 4, \"reason_do\": \"I've logged my mood the last three days and the intervention reminders help me keep the habit so I want to track my recovery.\", \"reason_not\": \"I could be too fatigued or low on energy from recovery today and skip entering the mood.\", \"decision\": \"Yes\", \"confidence\": 0.85, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 4, "reason_do": "I've logged my mood the last three days and the intervention reminders help me keep the habit so I want to track my recovery.", "reason_not": "I could be too fatigued or low on energy from recovery today and skip entering the mood.", "decision": "Yes", "confidence": 0.85, "mood_score": 4.0 } }, { "day": 5, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 5\": 0,\n \"Average mood on completed days prior to Day 5\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2421.6,\n \"Average sedentary time (mins)\": 1246.6,\n \"Average active time (mins)\": 104.4,\n \"Average sleep duration (hours)\": 7.7\n}\n\n- **Question:** Today is Day 5. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 5, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 5, \"reason_do\": \"I've filled out the mood each of the last four days and the app's intervention messages help me remember, so I'm likely to report again to keep my care team informed about my low mood.\", \"reason_not\": \"I feel fatigued and overwhelmed from recovery some days and might skip today's entry to rest instead of interacting with the app.\", \"decision\": \"Yes\", \"confidence\": 0.85, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 5, "reason_do": "I've filled out the mood each of the last four days and the app's intervention messages help me remember, so I'm likely to report again to keep my care team informed about my low mood.", "reason_not": "I feel fatigued and overwhelmed from recovery some days and might skip today's entry to rest instead of interacting with the app.", "decision": "Yes", "confidence": 0.85, "mood_score": 4 } }, { "day": 6, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 6\": 0,\n \"Average mood on completed days prior to Day 6\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2435.0,\n \"Average sedentary time (mins)\": 1248.67,\n \"Average active time (mins)\": 104.17,\n \"Average sleep duration (hours)\": 7.7\n}\n\n- **Question:** Today is Day 6. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 6, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 6, \"reason_do\": \"I've completed every day so far and the intervention reminders and my caregiver's support make me likely to report again.\", \"reason_not\": \"I'm feeling low-energy and stuck at a steady low mood, so I might skip if I don't want to engage today.\", \"decision\": \"Yes\", \"confidence\": 0.86, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 6, "reason_do": "I've completed every day so far and the intervention reminders and my caregiver's support make me likely to report again.", "reason_not": "I'm feeling low-energy and stuck at a steady low mood, so I might skip if I don't want to engage today.", "decision": "Yes", "confidence": 0.86, "mood_score": 4.0 } }, { "day": 7, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 7\": 0,\n \"Average mood on completed days prior to Day 7\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2344.29,\n \"Average sedentary time (mins)\": 1251.0,\n \"Average active time (mins)\": 104.86,\n \"Average sleep duration (hours)\": 8.42\n}\n\n- **Question:** Today is Day 7. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 7, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 7, \"reason_do\": \"I've been consistently entering my mood each day since discharge and it's quick to do, so I'm likely to keep reporting to help monitor my recovery.\", \"reason_not\": \"I'm often fatigued and low-energy after transplant and might skip the survey if I need to rest or forget during a nap/medication period.\", \"decision\": \"Yes\", \"confidence\": 0.8, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 7, "reason_do": "I've been consistently entering my mood each day since discharge and it's quick to do, so I'm likely to keep reporting to help monitor my recovery.", "reason_not": "I'm often fatigued and low-energy after transplant and might skip the survey if I need to rest or forget during a nap/medication period.", "decision": "Yes", "confidence": 0.8, "mood_score": 4.0 } }, { "day": 8, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 8\": 0,\n \"Average mood on completed days prior to Day 8\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2156.75,\n \"Average sedentary time (mins)\": 1254.25,\n \"Average active time (mins)\": 100.38,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 8. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 8, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 8, \"reason_do\": \"I've been reliably entering my mood each day for the past week and keeping the routine helps communicate how I'm doing to my care team.\", \"reason_not\": \"I often feel low energy and tired after transplant and might skip it if I'm feeling particularly worn out or distracted by medical appointments.\", \"decision\": \"Yes\", \"confidence\": 0.85, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 8, "reason_do": "I've been reliably entering my mood each day for the past week and keeping the routine helps communicate how I'm doing to my care team.", "reason_not": "I often feel low energy and tired after transplant and might skip it if I'm feeling particularly worn out or distracted by medical appointments.", "decision": "Yes", "confidence": 0.85, "mood_score": 4 } }, { "day": 9, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 9\": 0,\n \"Average mood on completed days prior to Day 9\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 9. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 9, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 9, \"reason_do\": \"I've logged my mood every day recently (4 each day) and it's quick to enter, so I want to keep the streak and help track my recovery.\", \"reason_not\": \"Post-transplant fatigue and low energy could make me skip the survey if I'm resting or feeling overwhelmed today.\", \"decision\": \"Yes\", \"confidence\": 0.86, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 9, "reason_do": "I've logged my mood every day recently (4 each day) and it's quick to enter, so I want to keep the streak and help track my recovery.", "reason_not": "Post-transplant fatigue and low energy could make me skip the survey if I'm resting or feeling overwhelmed today.", "decision": "Yes", "confidence": 0.86, "mood_score": 4 } }, { "day": 10, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 10\": 0,\n \"Average mood on completed days prior to Day 10\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 10. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 10, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 10, \"reason_do\": \"I've completed the mood survey every day through Day 9 and want to keep my record current to help my care team and track recovery.\", \"reason_not\": \"I can be very fatigued or distracted on some days and might skip if I'm too tired or my caregiver is busy helping me.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 10, "reason_do": "I've completed the mood survey every day through Day 9 and want to keep my record current to help my care team and track recovery.", "reason_not": "I can be very fatigued or distracted on some days and might skip if I'm too tired or my caregiver is busy helping me.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 11, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 11\": 0,\n \"Average mood on completed days prior to Day 11\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 11. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 11, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 11, \"reason_do\": \"I've completed every day so far and the app's messages and routine motivate me to keep tracking my recovery, so I'll likely report again.\", \"reason_not\": \"I often feel fatigued and low during recovery and could skip today if I'm feeling particularly worn out or overwhelmed.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 11, "reason_do": "I've completed every day so far and the app's messages and routine motivate me to keep tracking my recovery, so I'll likely report again.", "reason_not": "I often feel fatigued and low during recovery and could skip today if I'm feeling particularly worn out or overwhelmed.", "decision": "Yes", "confidence": 0.88, "mood_score": 4.0 } }, { "day": 12, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 12\": 0,\n \"Average mood on completed days prior to Day 12\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 12. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 12, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 12, \"reason_do\": \"I've completed the mood rating every day so far and it's part of my routine—it's quick and helps track my recovery and support my caregiver.\", \"reason_not\": \"Some days I feel very fatigued or distracted and might forget to open the app or my device might not be charged.\", \"decision\": \"Yes\", \"confidence\": 0.87, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 12, "reason_do": "I've completed the mood rating every day so far and it's part of my routine—it's quick and helps track my recovery and support my caregiver.", "reason_not": "Some days I feel very fatigued or distracted and might forget to open the app or my device might not be charged.", "decision": "Yes", "confidence": 0.87, "mood_score": 4.0 } }, { "day": 13, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 13\": 0,\n \"Average mood on completed days prior to Day 13\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 13. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 13, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 13, \"reason_do\": \"I've consistently completed the daily mood survey every day since Day 1 and the intervention messages help remind me to report.\", \"reason_not\": \"Recovery fatigue and low mood sometimes make it hard to muster the energy to open the app, and there are days I might skip if I'm feeling especially down.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 13, "reason_do": "I've consistently completed the daily mood survey every day since Day 1 and the intervention messages help remind me to report.", "reason_not": "Recovery fatigue and low mood sometimes make it hard to muster the energy to open the app, and there are days I might skip if I'm feeling especially down.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 14, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 14\": 0,\n \"Average mood on completed days prior to Day 14\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 14. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 14, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 14, \"reason_do\": \"I've filled the mood every day so far as part of my routine and it helps the care team and research.\", \"reason_not\": \"I could be too tired or overwhelmed today or have a tech hiccup and skip the entry.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 14, "reason_do": "I've filled the mood every day so far as part of my routine and it helps the care team and research.", "reason_not": "I could be too tired or overwhelmed today or have a tech hiccup and skip the entry.", "decision": "Yes", "confidence": 0.88, "mood_score": 4.0 } }, { "day": 15, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 15\": 0,\n \"Average mood on completed days prior to Day 15\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 15. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 15, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 15, \"reason_do\": \"I've completed the mood survey every day through Day 14 and want to keep the streak and help the study monitor my recovery.\", \"reason_not\": \"I might be too fatigued or unwell from my allogeneic transplant recovery to open the app today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 15, "reason_do": "I've completed the mood survey every day through Day 14 and want to keep the streak and help the study monitor my recovery.", "reason_not": "I might be too fatigued or unwell from my allogeneic transplant recovery to open the app today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 16, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 16\": 0,\n \"Average mood on completed days prior to Day 16\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 16. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 16, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 16, \"reason_do\": \"I've completed the mood rating every day since discharge and it's become part of my routine to help track recovery and share with my care team.\", \"reason_not\": \"I'm feeling low energy and the process feels repetitive when my mood hasn't changed much, so I might skip today to rest.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 16, "reason_do": "I've completed the mood rating every day since discharge and it's become part of my routine to help track recovery and share with my care team.", "reason_not": "I'm feeling low energy and the process feels repetitive when my mood hasn't changed much, so I might skip today to rest.", "decision": "Yes", "confidence": 0.88, "mood_score": 4 } }, { "day": 17, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 17\": 0,\n \"Average mood on completed days prior to Day 17\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 2152.89,\n \"Average sedentary time (mins)\": 1251.11,\n \"Average active time (mins)\": 100.0,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 17. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 17, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 17, \"reason_do\": \"I've logged every day so far and the intervention reminders/positive messages and habit make me likely to complete today's quick mood entry.\", \"reason_not\": \"Post-transplant fatigue and occasional overwhelm or a small tech hiccup could make me skip a day despite intentions.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 17, "reason_do": "I've logged every day so far and the intervention reminders/positive messages and habit make me likely to complete today's quick mood entry.", "reason_not": "Post-transplant fatigue and occasional overwhelm or a small tech hiccup could make me skip a day despite intentions.", "decision": "Yes", "confidence": 0.88, "mood_score": 4.0 } }, { "day": 18, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 18\": 0,\n \"Average mood on completed days prior to Day 18\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1976.8,\n \"Average sedentary time (mins)\": 1178.2,\n \"Average active time (mins)\": 93.4,\n \"Average sleep duration (hours)\": 7.92\n}\n\n- **Question:** Today is Day 18. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 18, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 18, \"reason_do\": \"I've entered my mood every day so far and want to keep helping the study and track my recovery.\", \"reason_not\": \"I might feel too fatigued or low-energy today and skip the app if it feels like a chore.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 18, "reason_do": "I've entered my mood every day so far and want to keep helping the study and track my recovery.", "reason_not": "I might feel too fatigued or low-energy today and skip the app if it feels like a chore.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 19, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 19\": 0,\n \"Average mood on completed days prior to Day 19\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1863.36,\n \"Average sedentary time (mins)\": 1182.36,\n \"Average active time (mins)\": 90.36,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 19. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 19, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 19, \"reason_do\": \"I've completed the mood question every day so far and it's become a quick routine supported by my caregiver and the app reminders.\", \"reason_not\": \"I could be feeling particularly fatigued or unwell today from post-transplant recovery and might skip nonessential tasks.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 19, "reason_do": "I've completed the mood question every day so far and it's become a quick routine supported by my caregiver and the app reminders.", "reason_not": "I could be feeling particularly fatigued or unwell today from post-transplant recovery and might skip nonessential tasks.", "decision": "Yes", "confidence": 0.88, "mood_score": 4 } }, { "day": 20, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 20\": 0,\n \"Average mood on completed days prior to Day 20\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1771.17,\n \"Average sedentary time (mins)\": 1176.83,\n \"Average active time (mins)\": 88.0,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 20. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 20, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 20, \"reason_do\": \"I've recorded my mood every day since Day 1 and the app reminders and positive messages help me keep up the habit.\", \"reason_not\": \"Recovery fatigue and low energy sometimes make it hard to complete tasks, so I might skip today's entry.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 20, "reason_do": "I've recorded my mood every day since Day 1 and the app reminders and positive messages help me keep up the habit.", "reason_not": "Recovery fatigue and low energy sometimes make it hard to complete tasks, so I might skip today's entry.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 21, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 21\": 0,\n \"Average mood on completed days prior to Day 21\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 21. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 21, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 21, \"reason_do\": \"I've filled this out every day so far and it's become a routine to help track my recovery and support the study.\", \"reason_not\": \"I could be too tired or distracted today from symptoms or appointments and skip the quick survey.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 21, "reason_do": "I've filled this out every day so far and it's become a routine to help track my recovery and support the study.", "reason_not": "I could be too tired or distracted today from symptoms or appointments and skip the quick survey.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 22, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 22\": 0,\n \"Average mood on completed days prior to Day 22\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 22. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 22, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 22, \"reason_do\": \"I've filled out the mood survey every day since Day 1 and it's become a routine way to report how I'm feeling to my care team.\", \"reason_not\": \"I could be feeling particularly fatigued or unwell today from recovery and might skip the extra step.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 22, "reason_do": "I've filled out the mood survey every day since Day 1 and it's become a routine way to report how I'm feeling to my care team.", "reason_not": "I could be feeling particularly fatigued or unwell today from recovery and might skip the extra step.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 23, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 23\": 0,\n \"Average mood on completed days prior to Day 23\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 23. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 23, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 23, \"reason_do\": \"I've completed the mood survey every day so far and want to keep tracking my recovery and support the study.\", \"reason_not\": \"Some days my fatigue and low energy make even small tasks like the survey feel like too much so I might skip if I'm particularly tired today.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 23, "reason_do": "I've completed the mood survey every day so far and want to keep tracking my recovery and support the study.", "reason_not": "Some days my fatigue and low energy make even small tasks like the survey feel like too much so I might skip if I'm particularly tired today.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 24, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 24\": 0,\n \"Average mood on completed days prior to Day 24\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 24. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 24, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 24, \"reason_do\": \"I've completed the mood survey every day since Day 1 and have a routine plus app reminders, so I'm likely to keep it up.\", \"reason_not\": \"I often feel fatigued and low-energy after transplant and could skip if I'm feeling overwhelmed today.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 24, "reason_do": "I've completed the mood survey every day since Day 1 and have a routine plus app reminders, so I'm likely to keep it up.", "reason_not": "I often feel fatigued and low-energy after transplant and could skip if I'm feeling overwhelmed today.", "decision": "Yes", "confidence": 0.88, "mood_score": 4 } }, { "day": 25, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 25\": 0,\n \"Average mood on completed days prior to Day 25\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 25. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 25, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 25, \"reason_do\": \"I've completed the mood entry every day since discharge and want to keep consistent records to help my care team and caregiver.\", \"reason_not\": \"I could be feeling unusually fatigued or forgetful today and skip the quick survey.\", \"decision\": \"Yes\", \"confidence\": 0.90, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 25, "reason_do": "I've completed the mood entry every day since discharge and want to keep consistent records to help my care team and caregiver.", "reason_not": "I could be feeling unusually fatigued or forgetful today and skip the quick survey.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 26, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 26\": 0,\n \"Average mood on completed days prior to Day 26\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 26. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 26, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 26, \"reason_do\": \"I've completed every day so far and checking my mood has become part of my routine plus the app reminders help me stay consistent.\", \"reason_not\": \"Some days I'm very tired or napping from the transplant recovery and might skip if I don't feel like using the phone or have a brief setback.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 26, "reason_do": "I've completed every day so far and checking my mood has become part of my routine plus the app reminders help me stay consistent.", "reason_not": "Some days I'm very tired or napping from the transplant recovery and might skip if I don't feel like using the phone or have a brief setback.", "decision": "Yes", "confidence": 0.88, "mood_score": 4.0 } }, { "day": 27, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 27\": 0,\n \"Average mood on completed days prior to Day 27\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 27. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 27, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 27, \"reason_do\": \"I've been entering my mood every day so far and want to keep helping the study track my recovery and keep my care team informed.\", \"reason_not\": \"I could be too fatigued or distracted by symptoms/appointments today and skip opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 27, "reason_do": "I've been entering my mood every day so far and want to keep helping the study track my recovery and keep my care team informed.", "reason_not": "I could be too fatigued or distracted by symptoms/appointments today and skip opening the app.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 28, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 28\": 0,\n \"Average mood on completed days prior to Day 28\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 28. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 28, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 28, \"reason_do\": \"I've completed the mood survey every day so far and it's part of my routine; I want to keep my care team and the study updated about how I'm feeling.\", \"reason_not\": \"I could be feeling especially fatigued or distracted by medical appointments today and might skip it.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 28, "reason_do": "I've completed the mood survey every day so far and it's part of my routine; I want to keep my care team and the study updated about how I'm feeling.", "reason_not": "I could be feeling especially fatigued or distracted by medical appointments today and might skip it.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 29, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 29\": 0,\n \"Average mood on completed days prior to Day 29\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 29. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 29, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 29, \"reason_do\": \"I've filled my mood every day for the past 28 days and want to keep the streak to help the study and my care team track my recovery.\", \"reason_not\": \"I could be feeling particularly fatigued or low today from recovery and might skip entering the survey to rest.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 29, "reason_do": "I've filled my mood every day for the past 28 days and want to keep the streak to help the study and my care team track my recovery.", "reason_not": "I could be feeling particularly fatigued or low today from recovery and might skip entering the survey to rest.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 30, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 30\": 0,\n \"Average mood on completed days prior to Day 30\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 30. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 30, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 30, \"reason_do\": \"I've completed every day so far and want to keep tracking my recovery and help the study, so filling today's mood is a routine I stick to.\", \"reason_not\": \"I might feel particularly fatigued or unwell today and prefer to rest instead of opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 30, "reason_do": "I've completed every day so far and want to keep tracking my recovery and help the study, so filling today's mood is a routine I stick to.", "reason_not": "I might feel particularly fatigued or unwell today and prefer to rest instead of opening the app.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 31, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 31\": 0,\n \"Average mood on completed days prior to Day 31\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 31. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 31, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 31, \"reason_do\": \"I've been consistent and it's part of my daily routine to report mood to track recovery, so I'll likely complete it.\", \"reason_not\": \"I'm often tired and sometimes feel it's redundant since my mood has been the same, so I might skip if I feel too fatigued or forget.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 31, "reason_do": "I've been consistent and it's part of my daily routine to report mood to track recovery, so I'll likely complete it.", "reason_not": "I'm often tired and sometimes feel it's redundant since my mood has been the same, so I might skip if I feel too fatigued or forget.", "decision": "Yes", "confidence": 0.88, "mood_score": 4 } }, { "day": 32, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 32\": 0,\n \"Average mood on completed days prior to Day 32\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 32. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 32, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 32, \"reason_do\": \"I've reported my mood every day since discharge and it's part of my routine; I want to keep my care team informed.\", \"reason_not\": \"I'm often low on energy and could feel too tired or forgetful today and might skip opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 32, "reason_do": "I've reported my mood every day since discharge and it's part of my routine; I want to keep my care team informed.", "reason_not": "I'm often low on energy and could feel too tired or forgetful today and might skip opening the app.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 33, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 33\": 0,\n \"Average mood on completed days prior to Day 33\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 33. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 33, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 33, \"reason_do\": \"I've been highly consistent—entered a 4 every day since Day 1—and the intervention messages and habit make me likely to log today's mood to track recovery.\", \"reason_not\": \"Ongoing fatigue and low energy from the transplant recovery could make me skip the survey if I'm resting or feeling overwhelmed today.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 33, "reason_do": "I've been highly consistent—entered a 4 every day since Day 1—and the intervention messages and habit make me likely to log today's mood to track recovery.", "reason_not": "Ongoing fatigue and low energy from the transplant recovery could make me skip the survey if I'm resting or feeling overwhelmed today.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 34, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 34\": 0,\n \"Average mood on completed days prior to Day 34\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 34. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 34, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 34, \"reason_do\": \"I've completed every day so far and it's become a routine; I want to keep helping the study and track how I'm feeling.\", \"reason_not\": \"I can be very tired and low on energy some days after transplant, so I might skip if I'm feeling wiped out or distracted.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 34, "reason_do": "I've completed every day so far and it's become a routine; I want to keep helping the study and track how I'm feeling.", "reason_not": "I can be very tired and low on energy some days after transplant, so I might skip if I'm feeling wiped out or distracted.", "decision": "Yes", "confidence": 0.88, "mood_score": 4.0 } }, { "day": 35, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 35\": 0,\n \"Average mood on completed days prior to Day 35\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 35. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 35, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 35, \"reason_do\": \"I've entered my mood every day so far and it's become a routine; I want to keep tracking my recovery and honor the study commitment.\", \"reason_not\": \"I still feel fatigued and low after transplant and might skip if I'm too tired or overwhelmed today.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 35, "reason_do": "I've entered my mood every day so far and it's become a routine; I want to keep tracking my recovery and honor the study commitment.", "reason_not": "I still feel fatigued and low after transplant and might skip if I'm too tired or overwhelmed today.", "decision": "Yes", "confidence": 0.88, "mood_score": 4 } }, { "day": 36, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 36\": 0,\n \"Average mood on completed days prior to Day 36\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 36. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 36, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 36, \"reason_do\": \"I've filled this out every day so far and want to keep tracking my recovery to help my care team and the study.\", \"reason_not\": \"I could be too fatigued or forgetful today and skip opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.90, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 36, "reason_do": "I've filled this out every day so far and want to keep tracking my recovery to help my care team and the study.", "reason_not": "I could be too fatigued or forgetful today and skip opening the app.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 37, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 37\": 0,\n \"Average mood on completed days prior to Day 37\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 37. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 37, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 37, \"reason_do\": \"I've consistently completed the mood survey every day since Day 1 and the app's reminders/positive messages in the intervention arm reinforce my habit.\", \"reason_not\": \"I'm often tired and low-energy during recovery (consistent low mood and low activity), so I might skip the survey if I'm feeling overwhelmed or napping.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 37, "reason_do": "I've consistently completed the mood survey every day since Day 1 and the app's reminders/positive messages in the intervention arm reinforce my habit.", "reason_not": "I'm often tired and low-energy during recovery (consistent low mood and low activity), so I might skip the survey if I'm feeling overwhelmed or napping.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 38, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 38\": 0,\n \"Average mood on completed days prior to Day 38\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 38. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 38, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 38, \"reason_do\": \"I've completed every day so far and the intervention reminders help me keep tracking, so I'll report today to stay consistent and inform my care team.\", \"reason_not\": \"I could be feeling especially fatigued or unwell today and might skip entering my mood.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 38, "reason_do": "I've completed every day so far and the intervention reminders help me keep tracking, so I'll report today to stay consistent and inform my care team.", "reason_not": "I could be feeling especially fatigued or unwell today and might skip entering my mood.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 39, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 39\": 0,\n \"Average mood on completed days prior to Day 39\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 39. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 39, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 39, \"reason_do\": \"Reflection: my perfect completion since Day 1 and the intervention reminders make me likely to complete today; reason to complete: maintain the habit and keep my care team informed about my steady low mood.\", \"reason_not\": \"I could be unusually fatigued, distracted, or have a technical/app issue today that stops me from completing it.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 39, "reason_do": "Reflection: my perfect completion since Day 1 and the intervention reminders make me likely to complete today; reason to complete: maintain the habit and keep my care team informed about my steady low mood.", "reason_not": "I could be unusually fatigued, distracted, or have a technical/app issue today that stops me from completing it.", "decision": "Yes", "confidence": 0.88, "mood_score": 4.0 } }, { "day": 40, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 40\": 0,\n \"Average mood on completed days prior to Day 40\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 40. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 40, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 40, \"reason_do\": \"I've reliably completed the mood entry every day since Day 1 and want to keep tracking my recovery for myself and the study.\", \"reason_not\": \"Ongoing transplant fatigue and low energy could make me skip the survey if I'm feeling particularly worn today.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 40, "reason_do": "I've reliably completed the mood entry every day since Day 1 and want to keep tracking my recovery for myself and the study.", "reason_not": "Ongoing transplant fatigue and low energy could make me skip the survey if I'm feeling particularly worn today.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 41, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 41\": 0,\n \"Average mood on completed days prior to Day 41\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 41. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 41, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 41, \"reason_do\": \"I've completed the mood survey every day for the past 40 days and have a routine; reporting helps my care team understand how I'm doing.\", \"reason_not\": \"I often feel fatigued and low on energy after my transplant and could skip the survey if I'm too tired or distracted.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 41, "reason_do": "I've completed the mood survey every day for the past 40 days and have a routine; reporting helps my care team understand how I'm doing.", "reason_not": "I often feel fatigued and low on energy after my transplant and could skip the survey if I'm too tired or distracted.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 42, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 42\": 0,\n \"Average mood on completed days prior to Day 42\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 42. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 42, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 42, \"reason_do\": \"I've completed every previous day's survey and want to track my steady recovery and help the study, so I'm likely to fill it out today.\", \"reason_not\": \"I could be feeling especially fatigued or unwell from post-transplant symptoms today and skip opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.91, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 42, "reason_do": "I've completed every previous day's survey and want to track my steady recovery and help the study, so I'm likely to fill it out today.", "reason_not": "I could be feeling especially fatigued or unwell from post-transplant symptoms today and skip opening the app.", "decision": "Yes", "confidence": 0.91, "mood_score": 4 } }, { "day": 43, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 43\": 0,\n \"Average mood on completed days prior to Day 43\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 43. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 43, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 43, \"reason_do\": \"I've reliably completed the daily mood entry for the past 42 days and it's quick and helpful for my care team to track my recovery.\", \"reason_not\": \"I often feel fatigued and low energy after transplant and might skip it if I'm feeling overwhelmed or dealing with technical problems.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 43, "reason_do": "I've reliably completed the daily mood entry for the past 42 days and it's quick and helpful for my care team to track my recovery.", "reason_not": "I often feel fatigued and low energy after transplant and might skip it if I'm feeling overwhelmed or dealing with technical problems.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 44, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 44\": 0,\n \"Average mood on completed days prior to Day 44\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 44. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 44, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 44, \"reason_do\": \"I've filled this in every day since discharge and want to keep the streak—recording my mood helps my caregiver and care team understand how I'm doing.\", \"reason_not\": \"I'm often low on energy and some days it's hard to do extra tasks like opening the app when I'm feeling drained.\", \"decision\": \"Yes\", \"confidence\": 0.86, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 44, "reason_do": "I've filled this in every day since discharge and want to keep the streak—recording my mood helps my caregiver and care team understand how I'm doing.", "reason_not": "I'm often low on energy and some days it's hard to do extra tasks like opening the app when I'm feeling drained.", "decision": "Yes", "confidence": 0.86, "mood_score": 4.0 } }, { "day": 45, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 45\": 0,\n \"Average mood on completed days prior to Day 45\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 45. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 45, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 45, \"reason_do\": \"I've completed the mood survey every day since Day 1 and the intervention messages/caregiver reminders make it part of my routine.\", \"reason_not\": \"Some days my fatigue and low energy after transplant make it hard to interact with the app, so I might skip if I'm feeling particularly unwell today.\", \"decision\": \"Yes\", \"confidence\": 0.88, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 45, "reason_do": "I've completed the mood survey every day since Day 1 and the intervention messages/caregiver reminders make it part of my routine.", "reason_not": "Some days my fatigue and low energy after transplant make it hard to interact with the app, so I might skip if I'm feeling particularly unwell today.", "decision": "Yes", "confidence": 0.88, "mood_score": 4 } }, { "day": 46, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 46\": 0,\n \"Average mood on completed days prior to Day 46\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 46. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 46, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 46, \"reason_do\": \"I've completed the mood entry every day since discharge and want to keep my care team updated about my steady recovery and low mood.\", \"reason_not\": \"I could be too fatigued or distracted today and skip it since it feels repetitive and takes effort to open the app.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 46, "reason_do": "I've completed the mood entry every day since discharge and want to keep my care team updated about my steady recovery and low mood.", "reason_not": "I could be too fatigued or distracted today and skip it since it feels repetitive and takes effort to open the app.", "decision": "Yes", "confidence": 0.95, "mood_score": 4 } }, { "day": 47, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 47\": 0,\n \"Average mood on completed days prior to Day 47\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 47. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 47, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 47, \"reason_do\": \"I've consistently completed every day so far and want to keep tracking my recovery for my care team and partner, plus the intervention messages help remind me.\", \"reason_not\": \"I feel low energy and fatigued from the transplant recovery and might skip if I'm too tired or distracted today.\", \"decision\": \"Yes\", \"confidence\": 0.86, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 47, "reason_do": "I've consistently completed every day so far and want to keep tracking my recovery for my care team and partner, plus the intervention messages help remind me.", "reason_not": "I feel low energy and fatigued from the transplant recovery and might skip if I'm too tired or distracted today.", "decision": "Yes", "confidence": 0.86, "mood_score": 4 } }, { "day": 48, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 48\": 0,\n \"Average mood on completed days prior to Day 48\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 48. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 48, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 48, \"reason_do\": \"I've reliably reported every day so far and want to keep the habit to inform my care team and track recovery.\", \"reason_not\": \"I'm often low on energy and could be too fatigued or distracted today to open the app.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 48, "reason_do": "I've reliably reported every day so far and want to keep the habit to inform my care team and track recovery.", "reason_not": "I'm often low on energy and could be too fatigued or distracted today to open the app.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 49, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 49\": 0,\n \"Average mood on completed days prior to Day 49\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 49. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 49, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 49, \"reason_do\": \"I've filled the mood every day for the last 48 days and it's become a habit plus I know the team uses it to monitor my recovery, so I'll likely do it again.\", \"reason_not\": \"I still feel fatigued from the transplant and on some days low energy or nausea could make me skip logging despite the habit.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 49, "reason_do": "I've filled the mood every day for the last 48 days and it's become a habit plus I know the team uses it to monitor my recovery, so I'll likely do it again.", "reason_not": "I still feel fatigued from the transplant and on some days low energy or nausea could make me skip logging despite the habit.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 50, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 50\": 0,\n \"Average mood on completed days prior to Day 50\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 50. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 50, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 50, \"reason_do\": \"I've reliably completed every day so far and it's quick to log — keeping consistency helps monitor my recovery and supports my caregiver and team.\", \"reason_not\": \"I might be feeling particularly fatigued or low on energy today and skip nonessential tasks like the survey.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 50, "reason_do": "I've reliably completed every day so far and it's quick to log — keeping consistency helps monitor my recovery and supports my caregiver and team.", "reason_not": "I might be feeling particularly fatigued or low on energy today and skip nonessential tasks like the survey.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 51, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 51\": 0,\n \"Average mood on completed days prior to Day 51\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 51. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 51, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 51, \"reason_do\": \"I've completed the mood survey every day up to now and have a routine plus app reminders, so I'm likely to keep recording to support the study.\", \"reason_not\": \"Recovery fatigue, pain, or low energy from the transplant could make me skip the survey today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 51, "reason_do": "I've completed the mood survey every day up to now and have a routine plus app reminders, so I'm likely to keep recording to support the study.", "reason_not": "Recovery fatigue, pain, or low energy from the transplant could make me skip the survey today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 52, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 52\": 0,\n \"Average mood on completed days prior to Day 52\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 52. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 52, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 52, \"reason_do\": \"I've completed the mood survey every day for the past 51 days and keeping that routine helps the care team and the study, so I'm likely to fill it out today.\", \"reason_not\": \"I sometimes feel tired and low from recovery (average mood is a 4 and activity is low), so I might skip it if I'm too fatigued or overwhelmed today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 52, "reason_do": "I've completed the mood survey every day for the past 51 days and keeping that routine helps the care team and the study, so I'm likely to fill it out today.", "reason_not": "I sometimes feel tired and low from recovery (average mood is a 4 and activity is low), so I might skip it if I'm too fatigued or overwhelmed today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 53, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 53\": 0,\n \"Average mood on completed days prior to Day 53\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 53. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 53, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 53, \"reason_do\": \"I've consistently reported every day so far and it's a quick way to track my recovery, so I'll keep the routine.\", \"reason_not\": \"I may feel too tired or unwell today and might skip logging if resting or distracted by care needs.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 53, "reason_do": "I've consistently reported every day so far and it's a quick way to track my recovery, so I'll keep the routine.", "reason_not": "I may feel too tired or unwell today and might skip logging if resting or distracted by care needs.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 54, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 54\": 0,\n \"Average mood on completed days prior to Day 54\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 54. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 54, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\":\"P013\",\"day\":54,\"reason_do\":\"I've completed the mood rating every day through Day 53 and it's quick to do, so I'll keep the routine to help track my recovery and support the study.\",\"reason_not\":\"I could be especially tired or low on energy today and might skip it if I need to rest or feel overwhelmed.\",\"decision\":\"Yes\",\"confidence\":0.94,\"mood_score\":4.0}", "model_response_parsed": { "id": "P013", "day": 54, "reason_do": "I've completed the mood rating every day through Day 53 and it's quick to do, so I'll keep the routine to help track my recovery and support the study.", "reason_not": "I could be especially tired or low on energy today and might skip it if I need to rest or feel overwhelmed.", "decision": "Yes", "confidence": 0.94, "mood_score": 4.0 } }, { "day": 55, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 55\": 0,\n \"Average mood on completed days prior to Day 55\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 55. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 55, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 55, \"reason_do\": \"I've reliably entered my mood every day so far and the app's reminders and positive messages in the intervention arm keep it part of my routine.\", \"reason_not\": \"I could be particularly tired or overwhelmed today from recovery symptoms and skip the entry.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 55, "reason_do": "I've reliably entered my mood every day so far and the app's reminders and positive messages in the intervention arm keep it part of my routine.", "reason_not": "I could be particularly tired or overwhelmed today from recovery symptoms and skip the entry.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 56, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 56\": 0,\n \"Average mood on completed days prior to Day 56\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 56. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 56, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 56, \"reason_do\": \"Most relevant factors: near-perfect prior adherence and intervention reminders make me likely to complete it today; reason to complete: I have a strong habit of daily reporting and the app's messages motivate me to check in.\", \"reason_not\": \"Reason not to complete: I might be especially fatigued or unwell from my post-transplant recovery today and could skip the survey.\", \"decision\": \"Yes\", \"confidence\": 0.86, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 56, "reason_do": "Most relevant factors: near-perfect prior adherence and intervention reminders make me likely to complete it today; reason to complete: I have a strong habit of daily reporting and the app's messages motivate me to check in.", "reason_not": "Reason not to complete: I might be especially fatigued or unwell from my post-transplant recovery today and could skip the survey.", "decision": "Yes", "confidence": 0.86, "mood_score": 4 } }, { "day": 57, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 57\": 0,\n \"Average mood on completed days prior to Day 57\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 57. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 57, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\":\"P013\",\"day\":57,\"reason_do\":\"I've filled this in every day so far and it's routine; I want my care team and caregiver to know I'm consistently feeling low so they can help.\",\"reason_not\":\"Some days fatigue and low energy make me want to rest and I might skip it if I feel it won't change anything.\",\"decision\":\"Yes\",\"confidence\":0.9,\"mood_score\":4}", "model_response_parsed": { "id": "P013", "day": 57, "reason_do": "I've filled this in every day so far and it's routine; I want my care team and caregiver to know I'm consistently feeling low so they can help.", "reason_not": "Some days fatigue and low energy make me want to rest and I might skip it if I feel it won't change anything.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 58, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 58\": 0,\n \"Average mood on completed days prior to Day 58\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 58. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 58, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 58, \"reason_do\": \"I've completed every daily mood report so far and the app/intervention messages have kept me in the routine, so I'm likely to log again today.\", \"reason_not\": \"Ongoing fatigue or feeling overwhelmed during recovery could make me skip today's entry despite the routine.\", \"decision\": \"Yes\", \"confidence\": 0.93, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 58, "reason_do": "I've completed every daily mood report so far and the app/intervention messages have kept me in the routine, so I'm likely to log again today.", "reason_not": "Ongoing fatigue or feeling overwhelmed during recovery could make me skip today's entry despite the routine.", "decision": "Yes", "confidence": 0.93, "mood_score": 4.0 } }, { "day": 59, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 59\": 0,\n \"Average mood on completed days prior to Day 59\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 59. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 59, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 59, \"reason_do\": \"I've completed every day so far and have a routine of entering my mood to support the study and track my recovery.\", \"reason_not\": \"I could feel unusually fatigued or unwell today from recovery or have phone/battery issues that prevent me from completing it.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 59, "reason_do": "I've completed every day so far and have a routine of entering my mood to support the study and track my recovery.", "reason_not": "I could feel unusually fatigued or unwell today from recovery or have phone/battery issues that prevent me from completing it.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 60, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 60\": 0,\n \"Average mood on completed days prior to Day 60\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 60. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 60, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 60, \"reason_do\": \"I've logged my mood every day so far and have a routine to track recovery, so I'm likely to continue today.\", \"reason_not\": \"If I'm especially fatigued or dealing with symptoms or phone/connection issues I might skip today's entry.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 60, "reason_do": "I've logged my mood every day so far and have a routine to track recovery, so I'm likely to continue today.", "reason_not": "If I'm especially fatigued or dealing with symptoms or phone/connection issues I might skip today's entry.", "decision": "Yes", "confidence": 0.95, "mood_score": 4 } }, { "day": 61, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 61\": 0,\n \"Average mood on completed days prior to Day 61\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 61. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 61, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 61, \"reason_do\": \"I've filled out the mood every day for 60 days and it's become a routine—I want to keep contributing to the study and track my recovery.\", \"reason_not\": \"I still feel low energy and fatigued from the transplant and might skip it if I'm too tired or distracted by symptoms.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 61, "reason_do": "I've filled out the mood every day for 60 days and it's become a routine—I want to keep contributing to the study and track my recovery.", "reason_not": "I still feel low energy and fatigued from the transplant and might skip it if I'm too tired or distracted by symptoms.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 62, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 62\": 0,\n \"Average mood on completed days prior to Day 62\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 62. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 62, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 62, \"reason_do\": \"I've completed every prior day and it has become a strong habit to track my recovery, so I'm likely to enter today's mood.\", \"reason_not\": \"Ongoing fatigue and low energy after transplant could make me skip the survey if I'm feeling especially unwell or distracted.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 62, "reason_do": "I've completed every prior day and it has become a strong habit to track my recovery, so I'm likely to enter today's mood.", "reason_not": "Ongoing fatigue and low energy after transplant could make me skip the survey if I'm feeling especially unwell or distracted.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 63, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 63\": 0,\n \"Average mood on completed days prior to Day 63\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 63. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 63, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 63, \"reason_do\": \"I've consistently completed the survey every day since Day 1 and it's a habit that helps track my recovery so I'll likely continue.\", \"reason_not\": \"Ongoing fatigue and low energy from recovery could make me forget or skip today's entry.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 63, "reason_do": "I've consistently completed the survey every day since Day 1 and it's a habit that helps track my recovery so I'll likely continue.", "reason_not": "Ongoing fatigue and low energy from recovery could make me forget or skip today's entry.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 64, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 64\": 0,\n \"Average mood on completed days prior to Day 64\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 64. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 64, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 64, \"reason_do\": \"I've consistently filled out the daily mood survey every day since discharge and want to maintain the routine to track my recovery and support the study.\", \"reason_not\": \"I often feel fatigued and low-energy from the transplant and could skip it if I'm feeling particularly unwell or if handling the phone feels like too much today.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 64, "reason_do": "I've consistently filled out the daily mood survey every day since discharge and want to maintain the routine to track my recovery and support the study.", "reason_not": "I often feel fatigued and low-energy from the transplant and could skip it if I'm feeling particularly unwell or if handling the phone feels like too much today.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 65, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 65\": 0,\n \"Average mood on completed days prior to Day 65\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 65. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 65, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 65, \"reason_do\": \"I've logged my mood every day since Day 1 and it's a routine that helps track my recovery, so I'm likely to do it again.\", \"reason_not\": \"Ongoing fatigue and low energy after transplant could make me skip the survey if I'm not feeling up to it today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 65, "reason_do": "I've logged my mood every day since Day 1 and it's a routine that helps track my recovery, so I'm likely to do it again.", "reason_not": "Ongoing fatigue and low energy after transplant could make me skip the survey if I'm not feeling up to it today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 66, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 66\": 0,\n \"Average mood on completed days prior to Day 66\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 66. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 66, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 66, \"reason_do\": \"I've filled this in every day through recovery and it's become part of my routine—reporting helps my care team and keeps track of how I'm doing.\", \"reason_not\": \"I could be too tired or distracted today, or have a brief tech problem with the device or app that prevents me from submitting.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 66, "reason_do": "I've filled this in every day through recovery and it's become part of my routine—reporting helps my care team and keeps track of how I'm doing.", "reason_not": "I could be too tired or distracted today, or have a brief tech problem with the device or app that prevents me from submitting.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 67, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 67\": 0,\n \"Average mood on completed days prior to Day 67\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 67. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 67, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 67, \"reason_do\": \"I've completed the mood entry every day for 66 days straight and want to keep the record consistent to help my care team monitor recovery.\", \"reason_not\": \"I'm often very tired after transplant and some days I might skip small tasks like the app when resting or conserving energy.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 67, "reason_do": "I've completed the mood entry every day for 66 days straight and want to keep the record consistent to help my care team monitor recovery.", "reason_not": "I'm often very tired after transplant and some days I might skip small tasks like the app when resting or conserving energy.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 68, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 68\": 0,\n \"Average mood on completed days prior to Day 68\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 68. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 68, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 68, \"reason_do\": \"I've completed every day so far and keeping the routine helps track my recovery and support the study.\", \"reason_not\": \"I often feel fatigued and some days I skip surveys when I'm too tired or have medical errands.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 68, "reason_do": "I've completed every day so far and keeping the routine helps track my recovery and support the study.", "reason_not": "I often feel fatigued and some days I skip surveys when I'm too tired or have medical errands.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 69, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 69\": 0,\n \"Average mood on completed days prior to Day 69\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 69. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 69, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 69, \"reason_do\": \"I've consistently completed Days 1–68 and want to keep tracking my recovery and receive the app's supportive messages.\", \"reason_not\": \"I sometimes feel very fatigued or foggy from recovery and might forget or lack the energy to open the app today.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 69, "reason_do": "I've consistently completed Days 1–68 and want to keep tracking my recovery and receive the app's supportive messages.", "reason_not": "I sometimes feel very fatigued or foggy from recovery and might forget or lack the energy to open the app today.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 70, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 70\": 0,\n \"Average mood on completed days prior to Day 70\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 70. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 70, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 70, \"reason_do\": \"I've completed every day so far and it's a habit that helps track my recovery and keep my care team informed, so I'll likely do it again.\", \"reason_not\": \"I could be especially tired or low on energy today after transplant or have a brief phone/connectivity issue and skip it.\", \"decision\": \"Yes\", \"confidence\": 0.85, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 70, "reason_do": "I've completed every day so far and it's a habit that helps track my recovery and keep my care team informed, so I'll likely do it again.", "reason_not": "I could be especially tired or low on energy today after transplant or have a brief phone/connectivity issue and skip it.", "decision": "Yes", "confidence": 0.85, "mood_score": 4.0 } }, { "day": 71, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 71\": 0,\n \"Average mood on completed days prior to Day 71\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 71. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 71, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 71, \"reason_do\": \"I've filled this every day through recovery and want to keep the routine and help track my progress for the study.\", \"reason_not\": \"I could be too tired or feeling unwell today from transplant side effects and skip the survey.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 71, "reason_do": "I've filled this every day through recovery and want to keep the routine and help track my progress for the study.", "reason_not": "I could be too tired or feeling unwell today from transplant side effects and skip the survey.", "decision": "Yes", "confidence": 0.95, "mood_score": 4 } }, { "day": 72, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 72\": 0,\n \"Average mood on completed days prior to Day 72\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 72. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 72, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 72, \"reason_do\": \"I've recorded my mood every day so far (71 days) and it's become part of my recovery routine, so I'll likely complete it to keep tracking progress and help the study.\", \"reason_not\": \"I often feel fatigued and low energy from the transplant recovery, which could make me skip the survey if I'm too overwhelmed today.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 72, "reason_do": "I've recorded my mood every day so far (71 days) and it's become part of my recovery routine, so I'll likely complete it to keep tracking progress and help the study.", "reason_not": "I often feel fatigued and low energy from the transplant recovery, which could make me skip the survey if I'm too overwhelmed today.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 73, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 73\": 0,\n \"Average mood on completed days prior to Day 73\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 73. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 73, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 73, \"reason_do\": \"I've completed every day so far and want to keep my perfect adherence to help the study and my care team; it only takes a moment to report.\", \"reason_not\": \"Ongoing post-transplant fatigue and low energy could make me skip today's entry if I'm feeling particularly worn or overwhelmed.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 73, "reason_do": "I've completed every day so far and want to keep my perfect adherence to help the study and my care team; it only takes a moment to report.", "reason_not": "Ongoing post-transplant fatigue and low energy could make me skip today's entry if I'm feeling particularly worn or overwhelmed.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 74, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 74\": 0,\n \"Average mood on completed days prior to Day 74\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 74. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 74, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 74, \"reason_do\": \"I've completed the mood survey every day for the past 73 days and it's become part of my recovery routine, so I'm likely to keep it up today.\", \"reason_not\": \"I often feel fatigued and low energy after transplant and might skip if I'm too tired or if my device isn't charged, which can happen sometimes with limited resources.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 74, "reason_do": "I've completed the mood survey every day for the past 73 days and it's become part of my recovery routine, so I'm likely to keep it up today.", "reason_not": "I often feel fatigued and low energy after transplant and might skip if I'm too tired or if my device isn't charged, which can happen sometimes with limited resources.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 75, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 75\": 0,\n \"Average mood on completed days prior to Day 75\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 75. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 75, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 75, \"reason_do\": \"I've reported my mood every day for 74 days so it's a strong habit and it only takes a moment to help my care team track recovery.\", \"reason_not\": \"I often feel fatigued from recovery and sometimes skip entries when I'm too tired or dealing with symptoms or minor tech issues.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 75, "reason_do": "I've reported my mood every day for 74 days so it's a strong habit and it only takes a moment to help my care team track recovery.", "reason_not": "I often feel fatigued from recovery and sometimes skip entries when I'm too tired or dealing with symptoms or minor tech issues.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 76, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 76\": 0,\n \"Average mood on completed days prior to Day 76\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 76. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 76, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 76, \"reason_do\": \"I've consistently filled this survey every day so far and want to keep tracking my recovery and help the study.\", \"reason_not\": \"Some days I'm too fatigued or forgetful after appointments and might skip small tasks like the app entry.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 76, "reason_do": "I've consistently filled this survey every day so far and want to keep tracking my recovery and help the study.", "reason_not": "Some days I'm too fatigued or forgetful after appointments and might skip small tasks like the app entry.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 77, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 77\": 0,\n \"Average mood on completed days prior to Day 77\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 77. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 77, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 77, \"reason_do\": \"My perfect completion history and desire to track my steady recovery make me likely to report today so clinicians and my caregiver can see trends.\", \"reason_not\": \"Ongoing fatigue and low energy could make me skip the extra task or I might simply forget to open the app.\", \"decision\": \"Yes\", \"confidence\": 0.93, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 77, "reason_do": "My perfect completion history and desire to track my steady recovery make me likely to report today so clinicians and my caregiver can see trends.", "reason_not": "Ongoing fatigue and low energy could make me skip the extra task or I might simply forget to open the app.", "decision": "Yes", "confidence": 0.93, "mood_score": 4.0 } }, { "day": 78, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 78\": 0,\n \"Average mood on completed days prior to Day 78\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 78. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 78, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 78, \"reason_do\": \"I've entered my mood every day since Day 1 and have kept a strong habit to track recovery, so I'm likely to complete today's survey.\", \"reason_not\": \"Persistent fatigue and low mood could make me too tired or unmotivated to open the app today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 78, "reason_do": "I've entered my mood every day since Day 1 and have kept a strong habit to track recovery, so I'm likely to complete today's survey.", "reason_not": "Persistent fatigue and low mood could make me too tired or unmotivated to open the app today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 79, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 79\": 0,\n \"Average mood on completed days prior to Day 79\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 79. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 79, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 79, \"reason_do\": \"I have completed every daily mood entry so far and it's a strong routine for me, so I'm likely to do it again today.\", \"reason_not\": \"I often feel fatigued and low energy from recovery which could make me skip the survey if I'm feeling particularly unwell today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 79, "reason_do": "I have completed every daily mood entry so far and it's a strong routine for me, so I'm likely to do it again today.", "reason_not": "I often feel fatigued and low energy from recovery which could make me skip the survey if I'm feeling particularly unwell today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 80, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 80\": 0,\n \"Average mood on completed days prior to Day 80\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 80. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 80, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 80, \"reason_do\": \"I've filled the mood every day up to now and want to keep the streak for the study and to inform my care team.\", \"reason_not\": \"I could be more fatigued or feeling unwell from recovery today and might skip using the app.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 80, "reason_do": "I've filled the mood every day up to now and want to keep the streak for the study and to inform my care team.", "reason_not": "I could be more fatigued or feeling unwell from recovery today and might skip using the app.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 81, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 81\": 0,\n \"Average mood on completed days prior to Day 81\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 81. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 81, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\":\"P013\",\"day\":81,\"reason_do\":\"I've completed the mood survey every day so far and the app's daily prompts and positive messages make it part of my routine, so I'm likely to fill it out to help the study and my caregiver.\",\"reason_not\":\"I could be feeling especially fatigued or unwell today from recovery and decide to rest instead of opening the app, or I might forget if distracted during care tasks.\",\"decision\":\"Yes\",\"confidence\":0.9,\"mood_score\":4.0}", "model_response_parsed": { "id": "P013", "day": 81, "reason_do": "I've completed the mood survey every day so far and the app's daily prompts and positive messages make it part of my routine, so I'm likely to fill it out to help the study and my caregiver.", "reason_not": "I could be feeling especially fatigued or unwell today from recovery and decide to rest instead of opening the app, or I might forget if distracted during care tasks.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 82, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 82\": 0,\n \"Average mood on completed days prior to Day 82\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 82. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 82, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 82, \"reason_do\": \"I've completed the mood question every day for the past 81 days and want to keep the streak so my care team and caregiver know how I'm doing.\", \"reason_not\": \"I still feel fatigued and low-energy from recovery and might skip it if I'm too tired or my phone battery dies.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 82, "reason_do": "I've completed the mood question every day for the past 81 days and want to keep the streak so my care team and caregiver know how I'm doing.", "reason_not": "I still feel fatigued and low-energy from recovery and might skip it if I'm too tired or my phone battery dies.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 83, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 83\": 0,\n \"Average mood on completed days prior to Day 83\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 83. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 83, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 83, \"reason_do\": \"I've completed the mood survey every day through Day 82 and it's become a simple habit I use to keep my team and caregiver informed, so I'll likely do it again.\", \"reason_not\": \"I sometimes feel very fatigued from recovery and could be too tired or have a brief technical issue that prevents me from submitting today.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 83, "reason_do": "I've completed the mood survey every day through Day 82 and it's become a simple habit I use to keep my team and caregiver informed, so I'll likely do it again.", "reason_not": "I sometimes feel very fatigued from recovery and could be too tired or have a brief technical issue that prevents me from submitting today.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 84, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 84\": 0,\n \"Average mood on completed days prior to Day 84\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 84. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 84, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 84, \"reason_do\": \"I've filled this survey every day since the transplant and it's part of my routine, and it's quick so I can report how I'm feeling and help track recovery.\", \"reason_not\": \"Some days I'm very tired or dealing with symptoms or appointments and might skip it if I feel overwhelmed or forget.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 84, "reason_do": "I've filled this survey every day since the transplant and it's part of my routine, and it's quick so I can report how I'm feeling and help track recovery.", "reason_not": "Some days I'm very tired or dealing with symptoms or appointments and might skip it if I feel overwhelmed or forget.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 85, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 85\": 0,\n \"Average mood on completed days prior to Day 85\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 85. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 85, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 85, \"reason_do\": \"I've completed the mood survey every day for the past 84 days and want to maintain that routine and help the study.\", \"reason_not\": \"Recovery fatigue or occasional technical issues with the app could make me skip today's entry.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 85, "reason_do": "I've completed the mood survey every day for the past 84 days and want to maintain that routine and help the study.", "reason_not": "Recovery fatigue or occasional technical issues with the app could make me skip today's entry.", "decision": "Yes", "confidence": 0.95, "mood_score": 4 } }, { "day": 86, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 86\": 0,\n \"Average mood on completed days prior to Day 86\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 86. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 86, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 86, \"reason_do\": \"I've filled this every day since Day 1 and the app's messages help me keep the routine, so I'm likely to complete it again today.\", \"reason_not\": \"Recovery fatigue and low energy sometimes make me skip extra tasks like surveys.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 86, "reason_do": "I've filled this every day since Day 1 and the app's messages help me keep the routine, so I'm likely to complete it again today.", "reason_not": "Recovery fatigue and low energy sometimes make me skip extra tasks like surveys.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 87, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 87\": 0,\n \"Average mood on completed days prior to Day 87\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 87. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 87, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 87, \"reason_do\": \"I've logged my mood every day since Day 1 and want to continue tracking my recovery and support the study.\", \"reason_not\": \"Severe fatigue or low energy during recovery could make me forget or skip opening the app today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 87, "reason_do": "I've logged my mood every day since Day 1 and want to continue tracking my recovery and support the study.", "reason_not": "Severe fatigue or low energy during recovery could make me forget or skip opening the app today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 88, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 88\": 0,\n \"Average mood on completed days prior to Day 88\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 88. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 88, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 88, \"reason_do\": \"I've been reliably completing the daily mood entry every day (Days 1–87) so it's become a habit and helps track my recovery.\", \"reason_not\": \"I could be feeling especially tired or unwell today after transplant recovery and might skip the extra step of reporting my mood.\", \"decision\": \"Yes\", \"confidence\": 0.94, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 88, "reason_do": "I've been reliably completing the daily mood entry every day (Days 1–87) so it's become a habit and helps track my recovery.", "reason_not": "I could be feeling especially tired or unwell today after transplant recovery and might skip the extra step of reporting my mood.", "decision": "Yes", "confidence": 0.94, "mood_score": 4 } }, { "day": 89, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 89\": 0,\n \"Average mood on completed days prior to Day 89\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 89. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 89, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 89, \"reason_do\": \"I've completed every day so far and have a routine; I want to keep helping the study track my recovery and keep my record consistent.\", \"reason_not\": \"I could be unusually fatigued or feeling unwell today and might skip the extra step of opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 89, "reason_do": "I've completed every day so far and have a routine; I want to keep helping the study track my recovery and keep my record consistent.", "reason_not": "I could be unusually fatigued or feeling unwell today and might skip the extra step of opening the app.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 90, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 90\": 0,\n \"Average mood on completed days prior to Day 90\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 90. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 90, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 90, \"reason_do\": \"I've filled the mood survey every day since Day 1 and the app's daily prompts and habit make me likely to complete it again.\", \"reason_not\": \"I could be especially tired or unwell today and decide to rest instead of opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 90, "reason_do": "I've filled the mood survey every day since Day 1 and the app's daily prompts and habit make me likely to complete it again.", "reason_not": "I could be especially tired or unwell today and decide to rest instead of opening the app.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 91, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 91\": 0,\n \"Average mood on completed days prior to Day 91\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 91. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 91, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 91, \"reason_do\": \"I've completed every survey so far and the app's reminders and intervention messages help me keep the routine and support the study.\", \"reason_not\": \"I could be unusually tired or unwell today and choose to rest instead of opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 91, "reason_do": "I've completed every survey so far and the app's reminders and intervention messages help me keep the routine and support the study.", "reason_not": "I could be unusually tired or unwell today and choose to rest instead of opening the app.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 92, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 92\": 0,\n \"Average mood on completed days prior to Day 92\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 92. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 92, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 92, \"reason_do\": \"I've logged my mood every day through day 91 and the routine plus app prompts/positive messages make me likely to complete it again.\", \"reason_not\": \"Recovery fatigue and low energy could make me skip it if I'm too tired or distracted today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 92, "reason_do": "I've logged my mood every day through day 91 and the routine plus app prompts/positive messages make me likely to complete it again.", "reason_not": "Recovery fatigue and low energy could make me skip it if I'm too tired or distracted today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 93, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 93\": 0,\n \"Average mood on completed days prior to Day 93\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 93. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 93, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\":\"P013\",\"day\":93,\"reason_do\":\"I've completed the mood entry every day so far and it's become a habit plus I want to support the study by continuing to report.\",\"reason_not\":\"I could be especially tired or unwell today from recovery and decide to rest instead of using the app.\",\"decision\":\"Yes\",\"confidence\":0.94,\"mood_score\":4}", "model_response_parsed": { "id": "P013", "day": 93, "reason_do": "I've completed the mood entry every day so far and it's become a habit plus I want to support the study by continuing to report.", "reason_not": "I could be especially tired or unwell today from recovery and decide to rest instead of using the app.", "decision": "Yes", "confidence": 0.94, "mood_score": 4 } }, { "day": 94, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 94\": 0,\n \"Average mood on completed days prior to Day 94\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 94. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 94, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 94, \"reason_do\": \"The strongest factor is my perfect past compliance and habit of reporting daily, so I'll likely complete it to keep my team informed and maintain continuity.\", \"reason_not\": \"I often feel fatigued and low-energy after transplant and could skip if I'm too exhausted or distracted caring for recovery needs.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 94, "reason_do": "The strongest factor is my perfect past compliance and habit of reporting daily, so I'll likely complete it to keep my team informed and maintain continuity.", "reason_not": "I often feel fatigued and low-energy after transplant and could skip if I'm too exhausted or distracted caring for recovery needs.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 95, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 95\": 0,\n \"Average mood on completed days prior to Day 95\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 95. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 95, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 95, \"reason_do\": \"I've reported every day up to now and want to keep the streak for my care team—it's quick and helps track recovery.\", \"reason_not\": \"I'm often tired and feeling low (consistent 4/10), so I might skip if I just want to rest and avoid screens.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 95, "reason_do": "I've reported every day up to now and want to keep the streak for my care team—it's quick and helps track recovery.", "reason_not": "I'm often tired and feeling low (consistent 4/10), so I might skip if I just want to rest and avoid screens.", "decision": "Yes", "confidence": 0.9, "mood_score": 4 } }, { "day": 96, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 96\": 0,\n \"Average mood on completed days prior to Day 96\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 96. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 96, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 96, \"reason_do\": \"I've completed the mood survey every day through Day 95 and the app reminders plus my routine make me likely to keep reporting today.\", \"reason_not\": \"I often feel exhausted and low energy from recovery and could skip today if I'm having a bad fatigue day or technical trouble with my phone.\", \"decision\": \"Yes\", \"confidence\": 0.94, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 96, "reason_do": "I've completed the mood survey every day through Day 95 and the app reminders plus my routine make me likely to keep reporting today.", "reason_not": "I often feel exhausted and low energy from recovery and could skip today if I'm having a bad fatigue day or technical trouble with my phone.", "decision": "Yes", "confidence": 0.94, "mood_score": 4.0 } }, { "day": 97, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 97\": 0,\n \"Average mood on completed days prior to Day 97\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 97. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 97, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 97, \"reason_do\": \"I've completed every daily mood survey so far and the app's reminders and positive messages have made it part of my routine, so I'm likely to submit today's entry.\", \"reason_not\": \"Ongoing recovery fatigue and low energy could make me skip the survey today if I feel too worn out.\", \"decision\": \"Yes\", \"confidence\": 0.93, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 97, "reason_do": "I've completed every daily mood survey so far and the app's reminders and positive messages have made it part of my routine, so I'm likely to submit today's entry.", "reason_not": "Ongoing recovery fatigue and low energy could make me skip the survey today if I feel too worn out.", "decision": "Yes", "confidence": 0.93, "mood_score": 4.0 } }, { "day": 98, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 98\": 0,\n \"Average mood on completed days prior to Day 98\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 98. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 98, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 98, \"reason_do\": \"I've completed the mood survey every day since Day 1 and it's a habit plus the intervention messages prompt me to check in.\", \"reason_not\": \"I'm often very fatigued from recovery and there could be a day I'm too tired or have a technical/phone issue that prevents me from responding.\", \"decision\": \"Yes\", \"confidence\": 0.97, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 98, "reason_do": "I've completed the mood survey every day since Day 1 and it's a habit plus the intervention messages prompt me to check in.", "reason_not": "I'm often very fatigued from recovery and there could be a day I'm too tired or have a technical/phone issue that prevents me from responding.", "decision": "Yes", "confidence": 0.97, "mood_score": 4.0 } }, { "day": 99, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 99\": 0,\n \"Average mood on completed days prior to Day 99\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 99. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 99, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 99, \"reason_do\": \"I've filled this survey every day for the past 98 days and it's a simple, quick way to track my recovery and alert my care team if things change.\", \"reason_not\": \"I'm often tired and low energy after transplant and sometimes feel it's pointless because my mood has been the same every day, so I might skip if I'm too worn out or busy with care tasks.\", \"decision\": \"Yes\", \"confidence\": 0.93, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 99, "reason_do": "I've filled this survey every day for the past 98 days and it's a simple, quick way to track my recovery and alert my care team if things change.", "reason_not": "I'm often tired and low energy after transplant and sometimes feel it's pointless because my mood has been the same every day, so I might skip if I'm too worn out or busy with care tasks.", "decision": "Yes", "confidence": 0.93, "mood_score": 4 } }, { "day": 100, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 100\": 0,\n \"Average mood on completed days prior to Day 100\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 100. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 100, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 100, \"reason_do\": \"I've completed the mood survey every day since discharge and want to maintain consistency and keep my care team informed.\", \"reason_not\": \"I could be unusually fatigued or overwhelmed today from recovery symptoms and skip entering the mood.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 100, "reason_do": "I've completed the mood survey every day since discharge and want to maintain consistency and keep my care team informed.", "reason_not": "I could be unusually fatigued or overwhelmed today from recovery symptoms and skip entering the mood.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 101, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 101\": 0,\n \"Average mood on completed days prior to Day 101\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 101. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 101, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 101, \"reason_do\": \"I've entered my mood every day for the past 100 days and tracking feels like part of my routine and recovery, so I'm likely to do it again today.\", \"reason_not\": \"I can be very fatigued after transplant and might skip the survey if I'm feeling especially low-energy or have technical issues with the app.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 101, "reason_do": "I've entered my mood every day for the past 100 days and tracking feels like part of my routine and recovery, so I'm likely to do it again today.", "reason_not": "I can be very fatigued after transplant and might skip the survey if I'm feeling especially low-energy or have technical issues with the app.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 102, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 102\": 0,\n \"Average mood on completed days prior to Day 102\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 102. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 102, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 102, \"reason_do\": \"I've completed the mood survey every day through Day 101 and the intervention messages plus caregiver support have made it a steady routine.\", \"reason_not\": \"Recovery fatigue and low energy from the allogeneic transplant could make me skip the survey if I'm feeling particularly worn out today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 102, "reason_do": "I've completed the mood survey every day through Day 101 and the intervention messages plus caregiver support have made it a steady routine.", "reason_not": "Recovery fatigue and low energy from the allogeneic transplant could make me skip the survey if I'm feeling particularly worn out today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 103, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 103\": 0,\n \"Average mood on completed days prior to Day 103\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 103. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 103, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 103, \"reason_do\": \"I've logged my mood every day for 102 days straight so completing today's entry is a firmly established habit.\", \"reason_not\": \"I'm still recovering and often feel fatigued and low-energy, so I might skip if I don't feel up to interacting with the app today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 103, "reason_do": "I've logged my mood every day for 102 days straight so completing today's entry is a firmly established habit.", "reason_not": "I'm still recovering and often feel fatigued and low-energy, so I might skip if I don't feel up to interacting with the app today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 104, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 104\": 0,\n \"Average mood on completed days prior to Day 104\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 104. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 104, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 104, \"reason_do\": \"I've completed the mood survey every day through Day 103 and have a strong habit of recording a steady mood score, so I'm likely to continue today.\", \"reason_not\": \"Ongoing fatigue and low energy from recovery could make me forget or be too tired to complete the survey today.\", \"decision\": \"Yes\", \"confidence\": 0.93, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 104, "reason_do": "I've completed the mood survey every day through Day 103 and have a strong habit of recording a steady mood score, so I'm likely to continue today.", "reason_not": "Ongoing fatigue and low energy from recovery could make me forget or be too tired to complete the survey today.", "decision": "Yes", "confidence": 0.93, "mood_score": 4 } }, { "day": 105, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 105\": 0,\n \"Average mood on completed days prior to Day 105\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 105. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 105, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 105, \"reason_do\": \"I've completed the mood survey every day so far and want to keep the habit to help track my recovery and support the study.\", \"reason_not\": \"Some days I feel very fatigued and low energy during recovery which could make me skip today's entry.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 105, "reason_do": "I've completed the mood survey every day so far and want to keep the habit to help track my recovery and support the study.", "reason_not": "Some days I feel very fatigued and low energy during recovery which could make me skip today's entry.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } }, { "day": 106, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 106\": 0,\n \"Average mood on completed days prior to Day 106\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 106. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 106, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 106, \"reason_do\": \"I've filled out the mood rating every day since Day 1 and the intervention reminders plus my routine make it likely I'll complete today's entry to track my recovery.\", \"reason_not\": \"Post-transplant fatigue and low energy can be overwhelming some days and might lead me to skip the survey if I'm feeling particularly worn down today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 106, "reason_do": "I've filled out the mood rating every day since Day 1 and the intervention reminders plus my routine make it likely I'll complete today's entry to track my recovery.", "reason_not": "Post-transplant fatigue and low energy can be overwhelming some days and might lead me to skip the survey if I'm feeling particularly worn down today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 107, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 107\": 0,\n \"Average mood on completed days prior to Day 107\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 107. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 107, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 107, \"reason_do\": \"I've filled this mood survey every day for 106 days straight and it's become a routine that helps track my recovery and support the study.\", \"reason_not\": \"I might be more tired or nauseated today from the transplant recovery and could skip it if I'm feeling overwhelmed.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 107, "reason_do": "I've filled this mood survey every day for 106 days straight and it's become a routine that helps track my recovery and support the study.", "reason_not": "I might be more tired or nauseated today from the transplant recovery and could skip it if I'm feeling overwhelmed.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 108, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 108\": 0,\n \"Average mood on completed days prior to Day 108\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 108. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 108, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\":\"P013\",\"day\":108,\"reason_do\":\"I've logged my mood every day for 107 days and it's a habit that helps track my recovery, so I'll likely do it again.\",\"reason_not\":\"I could be unusually tired, distracted, or have a technical issue with the app today and skip it.\",\"decision\":\"Yes\",\"confidence\":0.98,\"mood_score\":4.0}", "model_response_parsed": { "id": "P013", "day": 108, "reason_do": "I've logged my mood every day for 107 days and it's a habit that helps track my recovery, so I'll likely do it again.", "reason_not": "I could be unusually tired, distracted, or have a technical issue with the app today and skip it.", "decision": "Yes", "confidence": 0.98, "mood_score": 4.0 } }, { "day": 109, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 109\": 0,\n \"Average mood on completed days prior to Day 109\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 109. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 109, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 109, \"reason_do\": \"I've completed the mood entry every day so far and keeping the routine helps my care team track my recovery, so I'm likely to do it again today.\", \"reason_not\": \"I could be unusually fatigued or dealing with a symptom flare or a technical issue that prevents me from completing it today.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 109, "reason_do": "I've completed the mood entry every day so far and keeping the routine helps my care team track my recovery, so I'm likely to do it again today.", "reason_not": "I could be unusually fatigued or dealing with a symptom flare or a technical issue that prevents me from completing it today.", "decision": "Yes", "confidence": 0.95, "mood_score": 4 } }, { "day": 110, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 110\": 0,\n \"Average mood on completed days prior to Day 110\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 110. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 110, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 110, \"reason_do\": \"I've filled the mood survey every day so far and it's become a routine that helps my care team monitor my recovery.\", \"reason_not\": \"I could be unusually tired or low-energy today and feel it's too burdensome to open the app for a repetitive entry.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 110, "reason_do": "I've filled the mood survey every day so far and it's become a routine that helps my care team monitor my recovery.", "reason_not": "I could be unusually tired or low-energy today and feel it's too burdensome to open the app for a repetitive entry.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 111, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 111\": 0,\n \"Average mood on completed days prior to Day 111\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 111. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 111, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 111, \"reason_do\": \"I've submitted every day so far and want to keep contributing data and monitoring my recovery, so I'm likely to open the app and enter my mood.\", \"reason_not\": \"I could be feeling unusually fatigued or overwhelmed today and skip the survey despite my usual consistency.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 111, "reason_do": "I've submitted every day so far and want to keep contributing data and monitoring my recovery, so I'm likely to open the app and enter my mood.", "reason_not": "I could be feeling unusually fatigued or overwhelmed today and skip the survey despite my usual consistency.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 112, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 112\": 0,\n \"Average mood on completed days prior to Day 112\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 112. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 112, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 112, \"reason_do\": \"I've completed every day so far and it's part of my routine to help the team monitor my recovery.\", \"reason_not\": \"I often feel fatigued and low energy which sometimes makes me skip tasks or forget to open the app.\", \"decision\": \"Yes\", \"confidence\": 0.90, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 112, "reason_do": "I've completed every day so far and it's part of my routine to help the team monitor my recovery.", "reason_not": "I often feel fatigued and low energy which sometimes makes me skip tasks or forget to open the app.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 113, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 113\": 0,\n \"Average mood on completed days prior to Day 113\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 113. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 113, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 113, \"reason_do\": \"I have a perfect completion record and filling the daily mood has become a routine that helps track my recovery.\", \"reason_not\": \"Post-transplant fatigue and low energy could make me skip the survey if I'm feeling overwhelmed today.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 113, "reason_do": "I have a perfect completion record and filling the daily mood has become a routine that helps track my recovery.", "reason_not": "Post-transplant fatigue and low energy could make me skip the survey if I'm feeling overwhelmed today.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 114, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0,\n \"Day 113\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 114\": 0,\n \"Average mood on completed days prior to Day 114\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 114. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 114, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 114, \"reason_do\": \"I've entered my mood every day for 113 days and keeping the routine helps track my recovery, so I'm likely to do it today.\", \"reason_not\": \"If I'm especially tired or feeling unwell today I might skip it, relying on my caregiver instead.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 114, "reason_do": "I've entered my mood every day for 113 days and keeping the routine helps track my recovery, so I'm likely to do it today.", "reason_not": "If I'm especially tired or feeling unwell today I might skip it, relying on my caregiver instead.", "decision": "Yes", "confidence": 0.95, "mood_score": 4 } }, { "day": 115, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0,\n \"Day 113\": 4.0,\n \"Day 114\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 115\": 0,\n \"Average mood on completed days prior to Day 115\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 115. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 115, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 115, \"reason_do\": \"I've filled the mood every day through Day 114 and it's become a routine to report how I'm feeling, so I'm likely to complete today to keep my care team informed.\", \"reason_not\": \"Ongoing fatigue and low energy from recovery could make using the app harder today, so I might skip it if I'm feeling particularly wiped out.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 115, "reason_do": "I've filled the mood every day through Day 114 and it's become a routine to report how I'm feeling, so I'm likely to complete today to keep my care team informed.", "reason_not": "Ongoing fatigue and low energy from recovery could make using the app harder today, so I might skip it if I'm feeling particularly wiped out.", "decision": "Yes", "confidence": 0.95, "mood_score": 4 } }, { "day": 116, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0,\n \"Day 113\": 4.0,\n \"Day 114\": 4.0,\n \"Day 115\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 116\": 0,\n \"Average mood on completed days prior to Day 116\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 116. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 116, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 116, \"reason_do\": \"I've filled this survey every day so far and it's quick — keeping the record helps my care team and keeps me in the habit.\", \"reason_not\": \"I'm low on energy and my mood has been the same 4 for many days, so I might feel it's pointless or too tiring to open the app today.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 116, "reason_do": "I've filled this survey every day so far and it's quick — keeping the record helps my care team and keeps me in the habit.", "reason_not": "I'm low on energy and my mood has been the same 4 for many days, so I might feel it's pointless or too tiring to open the app today.", "decision": "Yes", "confidence": 0.92, "mood_score": 4.0 } }, { "day": 117, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0,\n \"Day 113\": 4.0,\n \"Day 114\": 4.0,\n \"Day 115\": 4.0,\n \"Day 116\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 117\": 0,\n \"Average mood on completed days prior to Day 117\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 117. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 117, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 117, \"reason_do\": \"I've completed every daily mood entry so far and rely on the survey to track my recovery, so habit and commitment make me likely to complete it today.\", \"reason_not\": \"I often feel fatigued and sometimes skip tasks when resting or dealing with appointments, which could make me miss today's entry.\", \"decision\": \"Yes\", \"confidence\": 0.9, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 117, "reason_do": "I've completed every daily mood entry so far and rely on the survey to track my recovery, so habit and commitment make me likely to complete it today.", "reason_not": "I often feel fatigued and sometimes skip tasks when resting or dealing with appointments, which could make me miss today's entry.", "decision": "Yes", "confidence": 0.9, "mood_score": 4.0 } }, { "day": 118, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0,\n \"Day 113\": 4.0,\n \"Day 114\": 4.0,\n \"Day 115\": 4.0,\n \"Day 116\": 4.0,\n \"Day 117\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 118\": 0,\n \"Average mood on completed days prior to Day 118\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 118. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 118, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 118, \"reason_do\": \"I've completed the mood question every day so far and it's become a routine that helps my care team monitor my recovery.\", \"reason_not\": \"I could be feeling especially fatigued or forgetful today and skip opening the app.\", \"decision\": \"Yes\", \"confidence\": 0.93, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 118, "reason_do": "I've completed the mood question every day so far and it's become a routine that helps my care team monitor my recovery.", "reason_not": "I could be feeling especially fatigued or forgetful today and skip opening the app.", "decision": "Yes", "confidence": 0.93, "mood_score": 4 } }, { "day": 119, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0,\n \"Day 113\": 4.0,\n \"Day 114\": 4.0,\n \"Day 115\": 4.0,\n \"Day 116\": 4.0,\n \"Day 117\": 4.0,\n \"Day 118\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 119\": 0,\n \"Average mood on completed days prior to Day 119\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 119. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 119, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 119, \"reason_do\": \"I've logged every day since Day 1 with a steady mood of 4 so completing today's is a well-established routine and helps track my recovery and support the study.\", \"reason_not\": \"I could be feeling more fatigued or overwhelmed with recovery symptoms today and might skip it if I'm resting or distracted.\", \"decision\": \"Yes\", \"confidence\": 0.95, \"mood_score\": 4.0}", "model_response_parsed": { "id": "P013", "day": 119, "reason_do": "I've logged every day since Day 1 with a steady mood of 4 so completing today's is a well-established routine and helps track my recovery and support the study.", "reason_not": "I could be feeling more fatigued or overwhelmed with recovery symptoms today and might skip it if I'm resting or distracted.", "decision": "Yes", "confidence": 0.95, "mood_score": 4.0 } }, { "day": 120, "user_prompt": "You are a patient participant in a dyad in the ROADMAP 2.0 mobile-health study. \n\nYou are a patient recovering from a hematopoietic cell transplantation (HCT) to treat a blood-related disease such as leukemia or lymphoma. During recovery, you may experience fatigue, nausea, pain, sleep disturbances, and emotional stress, while relying on your care partner and medical team to help you regain strength and prevent complications like infections or graft-versus-host disease. \n\nEach day, you are asked to enter your mood on a 1-10 scale (1=worst, 10=best). \n\nThe study seeks to understand links between sensor data and well-being and to support caregivers during and after transplant. \n\nEach time step in this simulation represents one day.\n\nBelow is your background and history with the program. Based on this information, decide whether you will complete today's mood survey.\n\n- **Your Background:**\n- You are in the 61+ age group.\n- Your gender is Male.\n- Your monthly income is Less than $1,000.\n- You are assigned to the Intervention arm of the study.\n- Your transplant type is Allogeneic.\n- You stayed in the hospital for 15.\n- You receive caregiving from your caregiver for Less than or equal to 40 hours per week.\n\n- **Your caregiver partner's background information:**\n- Your caregiver is in the 61+ age group.\n- Your caregiver's gender is Female.\n\n- **Context: past behavior:**\nBelow is a record of your previous mood survey record (each representing one day):\n{\n \"Day 0\": \"missing\",\n \"Day 1\": 4.0,\n \"Day 2\": 4.0,\n \"Day 3\": 4.0,\n \"Day 4\": 4.0,\n \"Day 5\": 4.0,\n \"Day 6\": 4.0,\n \"Day 7\": 4.0,\n \"Day 8\": 4.0,\n \"Day 9\": 4.0,\n \"Day 10\": 4.0,\n \"Day 11\": 4.0,\n \"Day 12\": 4.0,\n \"Day 13\": 4.0,\n \"Day 14\": 4.0,\n \"Day 15\": 4.0,\n \"Day 16\": 4.0,\n \"Day 17\": 4.0,\n \"Day 18\": 4.0,\n \"Day 19\": 4.0,\n \"Day 20\": 4.0,\n \"Day 21\": 4.0,\n \"Day 22\": 4.0,\n \"Day 23\": 4.0,\n \"Day 24\": 4.0,\n \"Day 25\": 4.0,\n \"Day 26\": 4.0,\n \"Day 27\": 4.0,\n \"Day 28\": 4.0,\n \"Day 29\": 4.0,\n \"Day 30\": 4.0,\n \"Day 31\": 4.0,\n \"Day 32\": 4.0,\n \"Day 33\": 4.0,\n \"Day 34\": 4.0,\n \"Day 35\": 4.0,\n \"Day 36\": 4.0,\n \"Day 37\": 4.0,\n \"Day 38\": 4.0,\n \"Day 39\": 4.0,\n \"Day 40\": 4.0,\n \"Day 41\": 4.0,\n \"Day 42\": 4.0,\n \"Day 43\": 4.0,\n \"Day 44\": 4.0,\n \"Day 45\": 4.0,\n \"Day 46\": 4.0,\n \"Day 47\": 4.0,\n \"Day 48\": 4.0,\n \"Day 49\": 4.0,\n \"Day 50\": 4.0,\n \"Day 51\": 4.0,\n \"Day 52\": 4.0,\n \"Day 53\": 4.0,\n \"Day 54\": 4.0,\n \"Day 55\": 4.0,\n \"Day 56\": 4.0,\n \"Day 57\": 4.0,\n \"Day 58\": 4.0,\n \"Day 59\": 4.0,\n \"Day 60\": 4.0,\n \"Day 61\": 4.0,\n \"Day 62\": 4.0,\n \"Day 63\": 4.0,\n \"Day 64\": 4.0,\n \"Day 65\": 4.0,\n \"Day 66\": 4.0,\n \"Day 67\": 4.0,\n \"Day 68\": 4.0,\n \"Day 69\": 4.0,\n \"Day 70\": 4.0,\n \"Day 71\": 4.0,\n \"Day 72\": 4.0,\n \"Day 73\": 4.0,\n \"Day 74\": 4.0,\n \"Day 75\": 4.0,\n \"Day 76\": 4.0,\n \"Day 77\": 4.0,\n \"Day 78\": 4.0,\n \"Day 79\": 4.0,\n \"Day 80\": 4.0,\n \"Day 81\": 4.0,\n \"Day 82\": 4.0,\n \"Day 83\": 4.0,\n \"Day 84\": 4.0,\n \"Day 85\": 4.0,\n \"Day 86\": 4.0,\n \"Day 87\": 4.0,\n \"Day 88\": 4.0,\n \"Day 89\": 4.0,\n \"Day 90\": 4.0,\n \"Day 91\": 4.0,\n \"Day 92\": 4.0,\n \"Day 93\": 4.0,\n \"Day 94\": 4.0,\n \"Day 95\": 4.0,\n \"Day 96\": 4.0,\n \"Day 97\": 4.0,\n \"Day 98\": 4.0,\n \"Day 99\": 4.0,\n \"Day 100\": 4.0,\n \"Day 101\": 4.0,\n \"Day 102\": 4.0,\n \"Day 103\": 4.0,\n \"Day 104\": 4.0,\n \"Day 105\": 4.0,\n \"Day 106\": 4.0,\n \"Day 107\": 4.0,\n \"Day 108\": 4.0,\n \"Day 109\": 4.0,\n \"Day 110\": 4.0,\n \"Day 111\": 4.0,\n \"Day 112\": 4.0,\n \"Day 113\": 4.0,\n \"Day 114\": 4.0,\n \"Day 115\": 4.0,\n \"Day 116\": 4.0,\n \"Day 117\": 4.0,\n \"Day 118\": 4.0,\n \"Day 119\": 4.0\n}\n\nBelow is a summary of your historical mood completion prior to today:\n{\n \"Missing days prior to Day 120\": 0,\n \"Average mood on completed days prior to Day 120\": 4.0\n}\n\nBelow is a record of your historical activity and sleep summaries:\n{\n \"Average daily steps\": 1689.23,\n \"Average sedentary time (mins)\": 1154.46,\n \"Average active time (mins)\": 85.92,\n \"Average sleep duration (hours)\": 8.14\n}\n\n- **Question:** Today is Day 120. Will you complete today's mood survey?\n- **Explain:** Give one reason to complete the survey and one reason not to; then state your final decision for today (Yes / No).\n- **Estimate:** Report the probability that your decision is correct as a single number between 0 and 1 (e.g., 0.73).\n\nAt the end, output a single JSON object with exactly these keys (no extra text):\n{\"id\": \"P013\", \"day\": 120, \"reason_do\": \"\", \"reason_not\": \"\", \"decision\": \"\", \"confidence\": , \"mood_score\": }\n", "model_response_raw": "{\"id\": \"P013\", \"day\": 120, \"reason_do\": \"I've never missed a day so far and daily reporting is a habit aided by the intervention messages, so I'm likely to complete it again.\", \"reason_not\": \"I could be especially fatigued or feeling unwell today or run into a technical hiccup with the app and skip it.\", \"decision\": \"Yes\", \"confidence\": 0.92, \"mood_score\": 4}", "model_response_parsed": { "id": "P013", "day": 120, "reason_do": "I've never missed a day so far and daily reporting is a habit aided by the intervention messages, so I'm likely to complete it again.", "reason_not": "I could be especially fatigued or feeling unwell today or run into a technical hiccup with the app and skip it.", "decision": "Yes", "confidence": 0.92, "mood_score": 4 } } ]