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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