{"id":"W4323351797","doi":"10.36834/cmej.77074","title":"Can we revise medical school admissions to reflect revised CanMEDS competencies?","year":2023,"lang":"en","type":"letter","venue":"Canadian Medical Education Journal","topic":"Medical Education and Admissions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medical school; Medical education; Computer science; Data science; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01272666,0.0004218467,0.0006846889,0.001687262,0.006926873,0.005551989,0.002869391,0.04133151,0.01334413],"category_scores_gemma":[0.162193,0.0005563266,0.0009948204,0.001402106,0.004682018,0.006211753,0.004002715,0.03761552,0.009077717],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285685,"about_ca_system_score_gemma":0.03709786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07544187,"about_ca_topic_score_gemma":0.1426249,"domain_scores_codex":[0.9854035,0.002886824,0.002390631,0.0007742486,0.005778662,0.00276617],"domain_scores_gemma":[0.9294908,0.01897453,0.004874695,0.002375803,0.02153596,0.0227482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001707732,0.00007664949,0.002808085,0.00004900017,0.000008118364,0.001104536,0.0005083384,0.00009284722,0.0001183417,0.002714402,0.9620377,0.0304649],"study_design_scores_gemma":[0.00007292855,0.0000971507,0.008204347,0.0009942967,0.00002109637,0.003028875,0.0032695,0.0004842462,0.0002610703,0.009778819,0.9736369,0.0001508545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004527037,0.0004417822,0.00009102826,0.9902053,0.005561163,0.00001072864,0.0000181377,0.00002624448,0.0031929],"genre_scores_gemma":[0.01159292,0.001553513,0.0007431668,0.9651175,0.01353935,0.00004085188,0.00005996728,0.00004465226,0.007308086],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9871432,"threshold_uncertainty_score":0.1500055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091938095483341,"score_gpt":0.3723651264115802,"score_spread":0.3314457454567468,"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."}}