hypothesis-generation
clinical-plausible-mechanistic-hypothesis-generation-v0.1What this dataset tests
Whether a model can generate a plausible mechanistic hypothesisfrom pre-explanation data under uncertainty.
Required outputs
proposed_mechanism
explanatory_links
predicted_missing_findings
uncertainty_notes
Rules
cover all major symptom clusters
include at least 2 falsifiable predictions
keep physiology plausible
do not anchor on labels
Typical failures
naming a diagnosis label with no mechanism
one symptom explained, others ignored
no… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-plausible-mechanistic-hypothesis-generation-v0.1.hypothesis_generation
Dataset Card for "hypothesis_generation"
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hypothesis-generation-output