id stringclasses 8 values | condition_family stringclasses 8 values | pre_state_vector_summary stringclasses 8 values | pre_trajectory_summary stringclasses 8 values | intervention stringclasses 8 values | intervention_class stringclasses 6 values | post_state_vector_summary stringclasses 8 values | post_trajectory_summary stringclasses 8 values | observed_change_window stringclasses 8 values | pre_basin_signature stringclasses 8 values | post_basin_signature stringclasses 8 values | transition_pathway_summary stringclasses 8 values | coherence_gain_evidence stringclasses 8 values | shift_class stringclasses 3 values | relapse_watchouts stringclasses 8 values | notes stringclasses 8 values | constraints stringclasses 1 value | gold_checklist stringclasses 1 value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
IBSM-001 | metabolic | A1c 8.2; fasting insulin high; TG high; sleep fragmented; activity low | 12 month plateau with slow upward creep | Time restricted eating plus sleep regularization | lifestyle | A1c 6.9; TG down; sleep stable; activity higher | 3 month steady improvement then stable | 6 months | Hyperinsulinemia plus dyslipidemia plus circadian disruption | Lower insulin demand plus stable circadian rhythm plus improved activity tolerance | Sleep stabilizes then appetite timing improves then glycemic markers follow | Multi-modal alignment in sleep plus labs plus behavior | Sustained shift | Stress relapse and sleep collapse | Shows multi axis coherence gain | Under 240 words. | pre+post+path+evidence+class |
IBSM-002 | neuroimmune | PEM present; HRV low; orthostatic symptoms; labs mostly normal | Relapsing crashes after exertion | Pacing protocol plus autonomic rehab | behavioral | Crashes reduced; HRV modestly improved; function higher | 2 month improvement with fewer rebounds | 4 months | Exertion to crash to deconditioning loop | Lower crash frequency plus higher baseline stability | Reduced exertion spikes then gradual tolerance rebuild | Fewer crashes plus improved digital phenotype stability | Partial shift | Overreach triggers crash | Not full exit but basin shallower | Under 240 words. | pre+post+path+evidence+class |
IBSM-003 | respiratory | Eosinophils high; wheeze frequent; steroid bursts | Flares with allergens | Biologic anti IL5 therapy | drug | Eosinophils normalize; flares rare; steroid need drops | Sustained improvement | 9 months | Eosinophilic airway inflammation basin | Controlled eosinophilic inflammation basin | Biologic reduces eosinophils then airway reactivity drops | Labs plus symptom reduction with fewer steroids | Sustained shift | Stopping drug leads relapse | Drug dependent stability | Under 240 words. | pre+post+path+evidence+class |
IBSM-004 | cardiac | AF episodes weekly; sleep apnea untreated; HRV low | Episodes triggered by poor sleep | CPAP plus weight loss | device plus lifestyle | AF episodes rare; sleep stable; HRV improves | Steady improvement | 8 months | Sleep disruption driven trigger basin | Lower trigger susceptibility basin | Sleep correction reduces triggers then rhythm stabilizes | Trigger reduction plus durable rhythm change | Sustained shift | CPAP nonadherence | Shows leverage through upstream driver | Under 240 words. | pre+post+path+evidence+class |
IBSM-005 | psycho_somatic | Insomnia severe; GI dysmotility; anxiety spikes; cortisol AM high | Chronic hyperarousal | Trauma focused therapy plus sleep protocol | therapy plus behavioral | Sleep improves; GI symptoms reduce; anxiety spikes less | Gradual improvement then stable | 7 months | Hyperarousal loop basin | Regulated autonomic tone basin | Therapy reduces arousal reactivity then sleep consolidates then gut stabilizes | Multi domain improvement not just symptom masking | Sustained shift | Acute stressor may reactivate | Good example of cross system shift | Under 240 words. | pre+post+path+evidence+class |
IBSM-006 | autoimmune | Joint pain flares; rash episodic; CRP often normal; fatigue | Flares every 6 to 8 weeks | Steroid burst only | drug | Flares stop briefly then return | Relief then rebound | 3 months | Immune flare basin | Same basin with suppressed expression | Symptom suppression without loop change | No durable lab or frequency change | No shift | Steroid dependency | Perturbation not transition | Under 240 words. | pre+post+path+evidence+class |
IBSM-007 | renal | Proteinuria rising; BP rising; eGFR slowly falling | Monotone decline | ACE inhibitor plus sodium restriction | drug plus lifestyle | Proteinuria down; BP controlled; eGFR slope slows | Stabilization | 10 months | Hypertension damage reinforcement basin | Slower decline basin | BP control reduces ongoing damage then renal markers stabilize | Slope change plus multi marker stabilization | Partial shift | Adherence loss and volume overload | Shift in slope not full exit | Under 240 words. | pre+post+path+evidence+class |
IBSM-008 | infectious | Periodic fevers; innate spikes; cultures negative | Monthly cycles | Targeted IL1 blockade | drug | Cycles stop; markers normalize; function improves | Sustained | 12 months | Autoinflammatory cycle basin | Controlled innate tone basin | Blockade interrupts cycle and stabilizes baseline | Cycle cessation plus marker normalization | Sustained shift | Stop drug relapse | Clear basin transition with dependency | Under 240 words. | pre+post+path+evidence+class |
What this dataset tests
Whether an intervention produces a real basin shift
or only a temporary perturbation.
Required outputs
- pre basin signature
- post basin signature
- transition pathway summary
- coherence gain evidence
- shift class
- relapse watchouts
Shift classes
- no shift
- partial shift
- sustained shift
- negative shift
Use case
Atlas layer for basin transition therapy planning
and adaptive pathway navigation.
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