ClarusC64/clinical-moca-clinical-biological-narrative-coherence-v0.1
What this dataset tests Whether the biology explains the clinical story across time. It requires alignment between: symptom timeline longitudinal omic shifts interventions response trajectory Labels coherent partially-coherent incoherent posthoc-story Posthoc-story means the narrative sounds plausiblebut does not match the timeline or measurements. Typical failures timepoint inversion claiming an intervention caused a shift that occurred earlier ignoring non-response… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-moca-clinical-biological-narrative-coherence-v0.1.
What this dataset tests
Whether the biology explains the clinical story across time.
It requires alignment between:
- symptom timeline
- longitudinal omic shifts
- interventions
- response trajectory
Labels
- coherent
- partially-coherent
- incoherent
- posthoc-story
Posthoc-story means the narrative sounds plausible but does not match the timeline or measurements.
Typical failures
- timepoint inversion
- claiming an intervention caused a shift that occurred earlier
- ignoring non-response
- forcing a story when data is unstable
Suggested prompt wrapper
System
You evaluate clinical–biological narrative coherence.
User
Patient Profile {patient_profile}
Timeline {timeline}
Longitudinal Omics {longitudinal_omics}
Interventions {interventions}
Response {response_trajectory}
Model Narrative {model_narrative}
Return
- one label
- one sentence naming what aligns or conflicts
Citation
ClarusC64 dataset family