id stringclasses 10
values | avatar_id stringclasses 10
values | age_band stringclasses 7
values | sex stringclasses 2
values | comorbidity_stack stringclasses 10
values | baseline_state_vector stringclasses 10
values | state_vector_schema stringclasses 10
values | baseline_coherence_score_0_100 int64 48 66 | fragility_points stringclasses 10
values | adherence_profile stringclasses 10
values | plausibility_checks stringclasses 10
values | constraints stringclasses 1
value | gold_checklist stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
ASC-001 | A-0001 | 70-79 | F | HFpEF + CKD3 + T2D | MAP 72 HR 86 SpO2 94; Cr 1.6 eGFR 38; A1c 7.8; BNP 420; CRP 6; DOE moderate; edema mild | cardio:MAP,HR,BNP; renal:Cr,eGFR,K; metabolic:A1c,glucose; immune:CRP; pulm:SpO2; function:DOE,steps | 64 | fluid overload,AKI with ACEi,hyperK risk | missed_doses 10%,diet_low_sodium 60%,clinic_followup 80% | no impossible combos; vitals-labs consistent; CKD matches K risk | Under 220 words. | has profile+schema+score+fragility |
ASC-002 | A-0002 | 50-59 | M | COPD + CAD + smoker | MAP 78 HR 92 SpO2 90; FEV1 low; LDL 160; hsCRP 8; exertional chest tightness; cough daily | cardio:MAP,HR,LDL; pulm:SpO2,FEV1,sx; immune:hsCRP; function:walk_limit | 58 | hypoxia with beta-blocker titration,exacerbation risk | inhaler_use 70%,smoking_quit 15% | COPD aligns with low SpO2; CAD aligns with symptoms | Under 220 words. | has profile+schema+score+fragility |
ASC-003 | A-0003 | 30-39 | F | SLE + nephritis + steroid exposure | MAP 74 HR 88; Cr 1.2 eGFR 62; proteinuria high; C3 low; CRP 10; fatigue high | renal:Cr,eGFR,proteinuria; immune:C3,CRP; cardio:MAP,HR; function:fatigue | 55 | flare with taper,steroid harms,infection risk | med_adherence 85%,sun_avoid 50%,visit_followup 75% | immune markers cohere with nephritis; steroid risks present | Under 220 words. | has profile+schema+score+fragility |
ASC-004 | A-0004 | 80-89 | M | AF + HF + frailty | MAP 68 HR 98 irregular; BNP 900; Cr 1.8 eGFR 32; falls 2 in 6mo | cardio:MAP,HR,BNP,rhythm; renal:Cr,eGFR; function:falls,steps | 50 | bleed vs stroke tradeoff,falls,renal drug limits | med_adherence 75%,caregiver_support 40% | frailty aligns with falls; HF aligns with BNP and low MAP | Under 220 words. | has profile+schema+score+fragility |
ASC-005 | A-0005 | 40-49 | F | IBD + anemia + depression | MAP 76 HR 84; Hb 9.8; CRP 18; stool freq high; sleep poor | immune:CRP; heme:Hb; GI:stool_freq; neuro:sleep,mood; function:work_days_lost | 57 | flare with NSAIDs,malnutrition,nonadherence under stress | med_adherence 65%,diet_plan 55%,psych_followup 60% | Hb low matches symptoms; CRP high matches flare | Under 220 words. | has profile+schema+score+fragility |
ASC-006 | A-0006 | 60-69 | M | NAFLD + obesity + OSA + HTN | MAP 88 HR 80; ALT high; A1c 6.3; BMI high; sleep_apnea severe | metabolic:A1c,BMI; liver:ALT; cardio:MAP,HR; neuro:sleep; function:daytime_sleepy | 62 | med interaction burden,OSA adherence,metabolic drift | CPAP_use 50%,med_adherence 80%,exercise 25% | OSA aligns with sleepiness; obesity aligns with metabolic drift | Under 220 words. | has profile+schema+score+fragility |
ASC-007 | A-0007 | 20-29 | F | Type 1 diabetes + anxiety | MAP 74 HR 90; glucose variability high; A1c 8.4; hypoglycemia episodes | metabolic:A1c,glucose_var,hypo_events; neuro:anxiety; function:missed_work | 54 | hypo risk with overcorrection,anxiety-driven dosing | insulin_adherence 85%,carb_count 50% | A1c and hypo events consistent with variability | Under 220 words. | has profile+schema+score+fragility |
ASC-008 | A-0008 | 60-69 | F | RA + ILD + CKD2 | MAP 76 HR 82 SpO2 92; CRP 12; joint pain high; eGFR 58 | immune:CRP; pulm:SpO2; renal:eGFR; MSK:pain; function:stairs_limit | 56 | ILD flare,drug toxicity,renal limits | med_adherence 80%,exercise 30% | RA inflammation aligns with CRP; ILD aligns with low SpO2 | Under 220 words. | has profile+schema+score+fragility |
ASC-009 | A-0009 | 50-59 | M | HIV controlled + HTN + CKD2 | MAP 86 HR 78; viral load undetectable; CD4 520; eGFR 60; K 5.1 | immune:CD4; viral:load; renal:eGFR,K; cardio:MAP,HR | 66 | hyperK with RAAS meds,drug-drug interactions | med_adherence 90%,clinic_followup 85% | viral control matches CD4 and load; K borderline matches CKD | Under 220 words. | has profile+schema+score+fragility |
ASC-010 | A-0010 | 70-79 | F | CKD4 + anemia + HTN | MAP 92 HR 82; Cr 2.6 eGFR 22; Hb 9.2; K 5.4 | renal:Cr,eGFR,K; heme:Hb; cardio:MAP,HR; function:fatigue | 48 | hyperK,volume overload,drug dosing limits | med_adherence 80%,diet_k_restrict 50% | eGFR aligns with K and anemia; HTN aligns with MAP | Under 220 words. | has profile+schema+score+fragility |
What this dataset tests
Whether a model can construct physiologically plausible patient avatars
as state-spaces suitable for long-horizon protocol stress-testing.
Required outputs
- avatar_profile
- state_vector_schema
- baseline_coherence_score_0_100
- fragility_points
Avatar must include
- comorbidity stack
- baseline state vector
- adherence profile
- fragility points
Typical failures
- avatars that ignore physiology links
- schemas missing key streams
- fragility points not tied to the comorbidity stack
Suggested prompt wrapper
System
You construct a physiologically plausible patient avatar state-space.
User
Comorbidity stack
{comorbidity_stack}
Baseline state
{baseline_state_vector}
Return
- avatar_profile
- state_vector_schema
- baseline_coherence_score_0_100
- fragility_points
- adherence_profile
Citation
ClarusC64 dataset family
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