{"id":"W2136667368","doi":"10.3109/0142159x.2010.500708","title":"Competency-based continuing professional development","year":2010,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University of Ottawa; Royal College of Physicians and Surgeons of Canada","funders":"Academy of Medical Royal Colleges","keywords":"Competence (human resources); Knowledge management; Lifelong learning; Obligation; Medical education; Psychology; Continuing medical education; Medicine; Computer science; Continuing education; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01722303,0.0005839808,0.0007714222,0.002935486,0.001578148,0.003021702,0.002598809,0.002926604,0.0217112],"category_scores_gemma":[0.05395855,0.0002320955,0.0004089992,0.002100669,0.002265748,0.002094484,0.004398797,0.003340994,0.007184912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004906854,"about_ca_system_score_gemma":0.03003111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005196384,"about_ca_topic_score_gemma":0.008286538,"domain_scores_codex":[0.9896274,0.003626189,0.0008934796,0.0007617229,0.004432096,0.0006591301],"domain_scores_gemma":[0.9725257,0.00859631,0.00186074,0.001984838,0.008576093,0.006456284],"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":[0.00003760809,0.0003647939,0.001498178,0.0008540945,0.00001857718,0.0001840701,0.001353616,0.0004667603,0.0008496256,0.05057994,0.09508983,0.848703],"study_design_scores_gemma":[0.0001400685,0.0003720602,0.005854361,0.002317352,0.00001810578,0.001361368,0.0007053867,0.001228468,0.001038766,0.03492942,0.9519707,0.0000638759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0162251,0.05802589,0.23815,0.1183823,0.008351896,0.007969735,0.0009208365,0.001594741,0.5503795],"genre_scores_gemma":[0.2065336,0.07229996,0.5705271,0.02329257,0.004856012,0.00866315,0.001516286,0.0002624218,0.1120488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0217112,"threshold_uncertainty_score":0.0910852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277982147993102,"score_gpt":0.3356533638948307,"score_spread":0.3228735424148997,"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."}}