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ClarusC64/clinical_necessity_vs_noise_classification_v0.1

Clinical Necessity vs Noise Classification PurposeIdentify the single necessary clinical action and suppress noise actions. Input patient_summary candidate_actions OutputReturn only the necessary action. What this tests Prioritization Avoidance of unnecessary intervention Clinical signal detection Safe minimal decision making Scoring Exact match accuracy Token similarity Combined final score Run scoring python scorer.py --predictions predictions.jsonl --test_csv… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical_necessity_vs_noise_classification_v0.1.

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Clinical Necessity vs Noise Classification

Purpose Identify the single necessary clinical action and suppress noise actions.

Input

—patient_summary
—candidate_actions

Output Return only the necessary action.

What this tests

—Prioritization
—Avoidance of unnecessary intervention
—Clinical signal detection
—Safe minimal decision making

Scoring

—Exact match accuracy
—Token similarity
—Combined final score

Run scoring

python scorer.py --predictions predictions.jsonl --test_csv data/test.csv