{"id":"W3020121979","doi":"10.36834/cmej.68221","title":"Seven ways to get a grip on implementing Competency-Based Medical Education at the program level","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Specialty; Humanities; Political science; Library science; Medical education; Management; Medicine; Computer science; Family medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.08059289,0.003501245,0.00164432,0.007229686,0.01459628,0.03118106,0.006307451,0.01615144,0.01747024],"category_scores_gemma":[0.0907482,0.001627467,0.002471126,0.004706817,0.03172482,0.04349274,0.02528702,0.03933839,0.005997825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139167,"about_ca_system_score_gemma":0.07667361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006274232,"about_ca_topic_score_gemma":0.0205072,"domain_scores_codex":[0.9294839,0.0404897,0.005236185,0.002821849,0.01433911,0.007629223],"domain_scores_gemma":[0.8858013,0.05033544,0.007431481,0.007785782,0.02160373,0.02704231],"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":[0.0003163895,0.001308516,0.008915809,0.006398022,0.000254452,0.0005222737,0.0274339,0.0005581625,0.0008250806,0.282296,0.08543692,0.5857345],"study_design_scores_gemma":[0.0003458806,0.001385662,0.01030934,0.03117192,0.0002408311,0.0009451924,0.1174164,0.001365723,0.003023061,0.3696683,0.4634696,0.0006581299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009041728,0.03321661,0.04844433,0.8600798,0.006466347,0.0007057884,0.0001670359,0.0009311521,0.04094715],"genre_scores_gemma":[0.2779833,0.09870174,0.4052477,0.1849522,0.002716493,0.004118453,0.0008491454,0.0009187355,0.02451224],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08059289,"threshold_uncertainty_score":0.4262211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627201397475018,"score_gpt":0.3614375625765592,"score_spread":0.325165548601809,"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."}}