{"slug":"mkurman-medcat","source_name":"mkurman/medcat","name":"Mkurman/Medcat","description":"Medical Concept Annotation Toolkit. Trainable NLP for extracting clinical concepts from unstructured text. Supports ICD-10, SNOMED CT, RxNorm, UMLS. Active learning for custom medical ontologies.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":-30.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-21T10:06:13.898414+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":81.8,"without_pass_pct":59.1,"tokens_delta_pct":-30.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-21T10:06:13.898414+00:00","run_id":"305da31b-480b-4a6e-823b-77b78bcddb4f","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"acdc759f00dc577934fe811f653a2ae727253d326fcca2a0879d2413bdd8ed04","raw_url":"https://app.decimal.ai/s/mkurman-medcat/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/mkurman-medcat"}