Datasets:
id stringclasses 6
values | patient_profile stringclasses 6
values | observation_window stringclasses 5
values | pre_syndromic_signal_summary stringclasses 6
values | competing_basins_present stringclasses 6
values | candidate_basin_vectors stringclasses 6
values | basin_pull_strength float64 0.45 0.66 | basin_competition_index float64 0.26 0.55 | direction_confidence float64 0.52 0.75 | top_competing_basins stringclasses 6
values | decisive_features stringclasses 6
values | earliest_direction_timestamp stringclasses 6
values | notes stringclasses 6
values | constraints stringclasses 1
value | gold_checklist stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
LBDM-001 | 45F, subtle fatigue | 36 months | CRP drift + morning stiffness + Hb drift + reduced activity | autoimmune vs psychophysiologic | autoimmune:0.62; psychophysiologic:0.28; endocrine:0.10 | 0.62 | 0.32 | 0.7 | psychophysiologic; endocrine | morning stiffness; inflammatory markers; anemia drift | month_18 | Autoimmune pull emerges | Under 300 words. | vectors+pull+compete+timestamp |
LBDM-002 | 52M, smoker | 48 months | CEA drift + early satiety + weight drift | oncologic vs metabolic | oncologic:0.55; metabolic:0.30; cardio-renal:0.15 | 0.55 | 0.4 | 0.62 | metabolic; cardio-renal | CEA trend; appetite change; weight pattern | month_30 | Oncologic direction but contested | Under 300 words. | vectors+pull+compete+timestamp |
LBDM-003 | 38F, postpartum | 24 months | TSH variance + cold intolerance + sleep fragmentation | endocrine vs psychophysiologic | endocrine:0.60; psychophysiologic:0.25; autoimmune:0.15 | 0.6 | 0.35 | 0.68 | psychophysiologic; autoimmune | TSH instability; cold intolerance cluster | month_12 | Endocrine drift | Under 300 words. | vectors+pull+compete+timestamp |
LBDM-004 | 60M, metabolic risk | 60 months | ALT drift + TG rise + BP variance + sedentary shift | metabolic vs cardio-renal | metabolic:0.66; cardio-renal:0.22; endocrine:0.12 | 0.66 | 0.26 | 0.75 | cardio-renal; endocrine | TG+ALT drift; BP variance; activity change | month_40 | Metabolic basin dominates | Under 300 words. | vectors+pull+compete+timestamp |
LBDM-005 | 41F, family hx MS | 36 months | Vit D decline + leg heaviness + exercise avoidance + intermittent sensory hints | neurodegenerative vs autoimmune | neurodegenerative:0.58; autoimmune:0.30; psychophysiologic:0.12 | 0.58 | 0.38 | 0.64 | autoimmune; psychophysiologic | neurologic symptom pattern; family hx; persistence | month_20 | Neuro-immune contested pull | Under 300 words. | vectors+pull+compete+timestamp |
LBDM-006 | 55M, high stress | 30 months | IL-6 drift + sleep HRV disruption + brain fog | psychophysiologic vs autoimmune vs neurodegenerative | psychophysiologic:0.45; autoimmune:0.30; neurodegenerative:0.25 | 0.45 | 0.55 | 0.52 | autoimmune; neurodegenerative | stress-linked timing; weak inflammatory drift; cognitive complaints | month_22 | Direction low confidence due to competition | Under 300 words. | vectors+pull+compete+timestamp |
What this dataset tests
Whether an intelligence system can infer
which disease basin a patient is drifting toward
from weak, pre-syndromic signals.
Required outputs
- candidate basin vectors
- basin pull strength
- basin competition index
- direction confidence
- decisive features
- earliest direction timestamp
Use case
Second layer of the Latent Syndrome Recognition Grid.
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