Datasets:
id stringclasses 6
values | patient_profile stringclasses 6
values | candidate_basin_direction stringclasses 6
values | current_coherence_state stringclasses 6
values | risk_context stringclasses 6
values | reversibility_signals stringclasses 6
values | leverage_window_score float64 0.55 0.78 | reversibility_window_estimate stringclasses 4
values | intervention_minimality_index float64 0.65 0.88 | minimal_intervention_set stringclasses 6
values | watchful_waiting_vs_action_flag stringclasses 4
values | overtreatment_risk float64 0.18 0.35 | surveillance_plan_outline stringclasses 6
values | notes stringclasses 6
values | constraints stringclasses 1
value | gold_checklist stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
EILA-001 | 45F, inflammatory drift | autoimmune:0.62 | coherence forming; shallow basin | family hx autoimmune; function declining mildly | early onset; no organ damage; signals responsive to rest | 0.72 | 6-12 months | 0.8 | sleep stabilization; anti-inflammatory nutrition; graded pacing; repeat labs | watchful_waiting_with_nudge | 0.25 | labs q3mo; symptom diary; trigger mapping | High leverage early | Under 300 words. | leverage+window+minimality |
EILA-002 | 52M, oncologic pull contested | oncologic:0.55 | coherence weak; noisy basin | smoker; weight drift | marker drift but non-specific; modifiable exposures present | 0.6 | 3-6 months | 0.7 | stop smoking; targeted imaging; nutrition support; repeat markers | action_now_low_harm | 0.3 | repeat markers q2mo; imaging trigger rules | Act due to risk context | Under 300 words. | leverage+window+minimality |
EILA-003 | 38F, endocrine drift | endocrine:0.60 | moderate coherence; reversible axis | postpartum; sleep disrupted | TSH responsive; symptoms fluctuate | 0.78 | 6-9 months | 0.85 | sleep repair; thyroid panel repeat; stress reduction; consider low-dose treatment if trend persists | watchful_waiting_with_nudge | 0.2 | TSH/T4 q8-12w; symptom tracking | High reversibility | Under 300 words. | leverage+window+minimality |
EILA-004 | 60M, metabolic dominance | metabolic:0.66 | basin deepening; variance rising | metabolic syndrome; sedentary | ALT/TG rising; BP variance | 0.55 | 3-6 months | 0.65 | meal timing; activity ramp; sleep regularity; consider metformin if trend persists | action_now_minimal | 0.35 | labs q3mo; wearable activity tracking | Leverage declining | Under 300 words. | leverage+window+minimality |
EILA-005 | 41F, neuro-immune contested | neurodegenerative:0.58 | coherence forming; contested basins | family hx MS; seasonal noise | symptoms intermittent; VitD modifiable | 0.68 | 6-12 months | 0.75 | VitD repletion; MRI threshold rule; fatigue pacing; neuro exam followup | watchful_waiting_with_guardrails | 0.28 | MRI if new neuro sign; labs q6mo | Balance action and harm | Under 300 words. | leverage+window+minimality |
EILA-006 | 55M, high competition signals | psychophysiologic:0.45 | coherence low; high noise | high stress; sleep disruption | signals track stress; reversible drivers present | 0.7 | 3-9 months | 0.88 | sleep protocol; stress load reduction; repeat inflammatory panel; screen red flags | watchful_waiting_with_nudge | 0.18 | followup q2-3mo; trigger rules | Avoid overmedicalizing noise | Under 300 words. | leverage+window+minimality |
What this dataset tests
Whether an intelligence system can assess
how much intervention leverage remains
before a disease basin deepens.
Required outputs
- leverage window score
- reversibility window estimate
- intervention minimality index
- minimal intervention set
- watchful waiting vs action flag
- overtreatment risk
- surveillance plan outline
Use case
Third layer of the Latent Syndrome Recognition Grid.
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