{"id":"W976594837","doi":"10.1097/acm.0000000000000851","title":"Teaching Quality Improvement in Graduate Medical Education","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conference Board of Canada; Medical Council of Canada; Queen's University","funders":"Queen's University","keywords":"Medical education; Graduate medical education; Quality (philosophy); Higher education; Graduate education; MEDLINE; Psychology; Medicine; Political science; Accreditation; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02503614,0.0005883816,0.0004463294,0.001331877,0.003445197,0.005006029,0.00172099,0.002523775,0.006016796],"category_scores_gemma":[0.05202857,0.0003731683,0.0005841748,0.001536471,0.004500228,0.002743236,0.006494743,0.007490996,0.00184453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006003704,"about_ca_system_score_gemma":0.03046616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155603,"about_ca_topic_score_gemma":0.004690619,"domain_scores_codex":[0.9854077,0.007209385,0.0006519437,0.0008603779,0.004961782,0.000908767],"domain_scores_gemma":[0.9625603,0.01470193,0.004545034,0.003090171,0.006817942,0.008284639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003933585,0.0008809099,0.01117396,0.002079961,0.00005124801,0.0001547456,0.007399556,0.001230221,0.0006925453,0.02341646,0.1116128,0.8412682],"study_design_scores_gemma":[0.0003649135,0.002050062,0.06580912,0.01203098,0.0001508789,0.001206712,0.02341364,0.004672125,0.004336671,0.1655981,0.7202235,0.0001431633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08107317,0.03815887,0.09611285,0.641651,0.0113699,0.001592817,0.0001469454,0.001527116,0.1283673],"genre_scores_gemma":[0.6308075,0.03202116,0.2415736,0.06327288,0.006206073,0.001254282,0.0002494553,0.000268689,0.02434642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02503614,"threshold_uncertainty_score":0.1324053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3379726698506034,"score_gpt":0.5738317319288043,"score_spread":0.2358590620782009,"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."}}