{"id":"W4400354661","doi":"10.1093/occmed/kqae023.0510","title":"O-033 IMPLEMENTATION OF COMPETENCY-BASED MEDICAL EDUCATION IN POST-GRADUATE TRAINING IN OCCUPATIONAL MEDICINE IN CANADA: WHERE ARE WE?","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal; University of Alberta","funders":"","keywords":"Occupational medicine; Medical education; Medicine; Training (meteorology); Graduate medical education; Occupational exposure; Medical emergency; Accreditation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.008818104,0.0002652885,0.000339468,0.001097919,0.006803329,0.005083685,0.002711165,0.001706835,0.009325661],"category_scores_gemma":[0.01848782,0.0003609789,0.0004689687,0.001640806,0.002578935,0.001617715,0.002981525,0.00294059,0.0008908402],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1058735,"about_ca_system_score_gemma":0.4546973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9794592,"about_ca_topic_score_gemma":0.9886858,"domain_scores_codex":[0.9872599,0.001805716,0.000391849,0.0005229441,0.005826652,0.004193024],"domain_scores_gemma":[0.9375904,0.001976715,0.001891413,0.000500159,0.03220376,0.0258376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002993309,0.001101559,0.23302,0.002810053,0.00007874209,0.0005701869,0.0106189,0.001167889,0.002223753,0.01064526,0.2741332,0.4633312],"study_design_scores_gemma":[0.00008872653,0.0004777961,0.6976684,0.004852521,0.00005680669,0.000196519,0.0307715,0.001291351,0.001511018,0.0008780359,0.2620595,0.0001477178],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2941627,0.02008564,0.003225926,0.5561026,0.003899055,0.001284108,0.003927954,0.0004752581,0.1168368],"genre_scores_gemma":[0.9211222,0.0110687,0.008871516,0.02815387,0.0003050173,0.0003610716,0.001827292,0.00008703136,0.02820329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8941265,"threshold_uncertainty_score":0.7681696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04899320186542525,"score_gpt":0.409257523645098,"score_spread":0.3602643217796727,"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."}}