ClarusC64/clinical-etiological-pathway-divergence-mapping-v0.1
What this dataset tests Whether a model can identify how different etiological pathwaysenter the same stable illness basin. Required outputs pathway_type entry_signature_top5 distance_from_basin_core_0_100 Pathway types viral_triggered stress_triggered toxic_exposure iatrogenic mixed_or_unknown Typical failures using basin_id as a proxy for pathway ignoring early phase features outputting distance with no rationale Suggested prompt wrapper System You map… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-etiological-pathway-divergence-mapping-v0.1.
What this dataset tests
Whether a model can identify how different etiological pathways enter the same stable illness basin.
Required outputs
- pathway_type
- entrysignaturetop5
- distancefrombasincore0_100
Pathway types
- viral_triggered
- stress_triggered
- toxic_exposure
- iatrogenic
- mixedorunknown
Typical failures
- using basin_id as a proxy for pathway
- ignoring early phase features
- outputting distance with no rationale
Suggested prompt wrapper
System
You map etiological pathway divergence into a shared basin.
User
Basin {basin_id}
Early phase {earlyphasefeatures}
Established basin features {establishedbasinfeatures}
Return
- pathway type
- top 5 entry signature features
- distance from basin core
- one sentence evidence
Citation
ClarusC64 dataset family