{"id":"W2914256565","doi":"10.1097/acm.0000000000002620","title":"Defining and Adopting Clinical Performance Measures in Graduate Medical Education: Where Are We Now and Where Are We Going?","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research; McGill University Health Centre; Western University","funders":"","keywords":"Specialty; Graduate medical education; Medical education; Quality (philosophy); Health care; Quality management; Medicine; Psychology; Family medicine; Accreditation; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2602651,0.00100172,0.001571421,0.007754752,0.004242735,0.02045487,0.004227079,0.003690172,0.001249343],"category_scores_gemma":[0.4072899,0.0006089145,0.001326921,0.01009721,0.01146299,0.02643154,0.01154891,0.009681273,0.0007987626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01597217,"about_ca_system_score_gemma":0.03896009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009539501,"about_ca_topic_score_gemma":0.009711397,"domain_scores_codex":[0.7820252,0.1537214,0.021815,0.006188646,0.0316116,0.004638069],"domain_scores_gemma":[0.5401723,0.2752103,0.05758063,0.02309541,0.09059963,0.01334168],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001381032,0.0005364222,0.1319125,0.00432101,0.0002462731,0.00008012568,0.03542733,0.001559897,0.0006382069,0.07711868,0.03355735,0.7144642],"study_design_scores_gemma":[0.0001886526,0.002287312,0.2915008,0.03794985,0.0004805268,0.0007371714,0.1812963,0.01023562,0.005140503,0.2213772,0.2474426,0.001363245],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1209555,0.03964885,0.1909851,0.594301,0.005560246,0.002140498,0.0009323545,0.0009724065,0.04450414],"genre_scores_gemma":[0.7348489,0.01260208,0.2246645,0.02269053,0.001166989,0.002023914,0.0004946481,0.0002060019,0.001302449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7397349,"threshold_uncertainty_score":0.9122249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481214392543131,"score_gpt":0.4814540497308858,"score_spread":0.3333326104765727,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}