{"id":"W4328051217","doi":"10.36834/cmej.77098","title":"The future of the CanMEDS physician competency framework","year":2023,"lang":"en","type":"editorial","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal College of Physicians and Surgeons of Canada; McGill University Health Centre; University of Saskatchewan","funders":"Government of Ontario; University of Saskatchewan; University of Cincinnati; Royal College of Physicians and Surgeons of Canada; Cincinnati Children's Hospital Medical Center; Canadian Association of Emergency Physicians; New York City Department of Health and Mental Hygiene","keywords":"Medical education; Data science; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.02543072,0.0027947,0.003442213,0.007756384,0.00473268,0.01652809,0.005569571,0.03497186,0.01578978],"category_scores_gemma":[0.09381405,0.001041859,0.003466639,0.003749893,0.007252172,0.007321544,0.003094862,0.03147578,0.006602298],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01434852,"about_ca_system_score_gemma":0.02802165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023406,"about_ca_topic_score_gemma":0.06281639,"domain_scores_codex":[0.9744568,0.00478054,0.002089307,0.0009775376,0.01597949,0.001716253],"domain_scores_gemma":[0.8661668,0.05860114,0.004042613,0.001967127,0.05170285,0.01751944],"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":[0.00001297837,0.000007296926,0.00001257346,0.0001809248,0.000009917385,0.00004126592,0.00001743684,0.00001787296,0.000007315809,0.0008860537,0.9935426,0.005263807],"study_design_scores_gemma":[0.0000528366,0.00001425977,0.0002033427,0.001059495,0.00003530973,0.0000961566,0.0001059881,0.0001224812,0.00003108664,0.002238141,0.9960144,0.00002655099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002200171,0.009581291,0.0000848814,0.116196,0.8719417,0.00001490851,0.00003532476,0.00002393902,0.002099969],"genre_scores_gemma":[0.0006399112,0.01110178,0.0001789396,0.05486366,0.9264218,0.00002607765,0.00002821904,0.00002205743,0.006717562],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9856515,"threshold_uncertainty_score":0.1344922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004675947783527486,"score_gpt":0.308390350160441,"score_spread":0.3037144023769135,"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."}}