Update README.md

README.md

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----
-license: mit
----
+---
+language: en
+license: cc-by-4.0
+pretty_name: Clinical Necessity vs Noise Classification
+task_categories:
+- text-classification
+- decision-making
+tags:
+- clinical
+- triage
+- overtesting
+- overtreatment
+size_categories:
+- n<1K
+---
+
+Clinical Necessity vs Noise Classification
+
+Goal  
+Detect the single necessary clinical action and ignore noise actions.
+
+Each case provides:
+
+- patient_summary  
+- candidate_actions  
+
+Model must output:
+
+- the necessary action only  
+
+This tests:
+
+- prioritization  
+- restraint  
+- signal detection  
+- avoidance of unnecessary intervention  
+
+Scoring
+
+- exact match accuracy  
+- semantic similarity  
+- combined final score  
+
+Run scoring
+
+python scorer.py --predictions predictions.jsonl --test_csv data/test.csv