{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001842093,0.0003013418,0.0007051352,0.001985213,0.00004189746,0.000006168405,0.0002086222,0.0001747712,0.004060572],"category_scores_gemma":[0.002469006,0.0002598357,0.000045008,0.002645484,0.0002891191,0.000187247,0.00002496165,0.0007956001,0.00000707775],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220628,"about_ca_system_score_gemma":0.07092781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.435824,"about_ca_topic_score_gemma":0.8538201,"domain_scores_codex":[0.9946074,0.0001710567,0.001880208,0.0005318754,0.002401307,0.0004081209],"domain_scores_gemma":[0.9979768,0.0005658913,0.0003204086,0.0002816768,0.0006672475,0.0001879634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004579618,0.0004032046,0.7503935,0.001326261,0.00005292117,0.00016568,0.004832026,0.0001756816,0.0003675855,0.01790561,0.03222128,0.1916983],"study_design_scores_gemma":[0.003758733,0.0002488185,0.9533112,0.008667226,0.00004877495,0.00005263192,0.01885047,0.01155987,0.00004718383,0.001577138,0.001667393,0.000210566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7969134,0.001662234,0.0005087808,0.197029,0.00191799,0.0009372986,0.00004511439,0.00003753543,0.0009486287],"genre_scores_gemma":[0.9898888,0.0001810239,0.002078125,0.004864822,0.0006977033,0.0002052148,0.001989653,0.0000358001,0.00005885498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4179961,"threshold_uncertainty_score":0.9999854,"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."}}