{"id":"W2624201961","doi":"10.1080/0142159x.2017.1315067","title":"A call to action: The controversy of and rationale for competency-based medical education","year":2017,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":253,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Royal College of Physicians and Surgeons of Canada; McGill University; McMaster University","funders":"","keywords":"Harm; Dysfunctional family; Set (abstract data type); Doctrine; Medical education; Action (physics); SAFER; Call to action; Health care; Quality (philosophy); Medicine; Patient safety; Psychology; Nursing; Political science; Computer science; Business; Law; Psychotherapist; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001427902,0.00009292371,0.0002154964,0.00006641664,0.0002630518,0.00002136948,0.0002501126,0.000188548,0.001798757],"category_scores_gemma":[0.02707789,0.00006172908,0.00005349712,0.00008248103,0.0004513307,0.00005321046,0.00004114853,0.0003103584,0.00001077618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006729879,"about_ca_system_score_gemma":0.003887282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000725242,"about_ca_topic_score_gemma":0.0000657968,"domain_scores_codex":[0.9983084,0.00004801615,0.0003334597,0.0001943951,0.0009658676,0.0001499026],"domain_scores_gemma":[0.998691,0.0001225155,0.0001445081,0.0004504375,0.0003473383,0.000244258],"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":[0.0003667625,0.001441094,0.0398603,0.000334272,0.0001081132,0.000003400303,0.0009917862,0.000001119189,0.0001364107,0.03825952,0.4070728,0.5114244],"study_design_scores_gemma":[0.01070403,0.0009262177,0.1105763,0.001373621,0.0003426362,0.0001268074,0.001974541,0.1144387,0.0003437661,0.007244416,0.7515223,0.0004266484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4189433,0.0001067421,0.0115662,0.5620499,0.001044989,0.001204555,0.0000025599,0.00002900836,0.005052686],"genre_scores_gemma":[0.9711229,0.0000133399,0.005868482,0.01770987,0.001420365,0.0003908736,0.00006281311,0.00001821651,0.003393106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5521796,"threshold_uncertainty_score":0.9991137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03923840277800511,"score_gpt":0.4082652188875098,"score_spread":0.3690268161095047,"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."}}