{"id":"W2521056190","doi":"10.1007/s12630-016-0739-2","title":"Preparing anesthesiology faculty for competency-based medical education","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Innovations in Medical Education","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Competence (human resources); Medical education; Attendance; Curriculum; Faculty development; Medicine; Anesthesiology; Psychology; Professional development; Pedagogy; Political science; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01668333,0.0005109973,0.0003355185,0.00219482,0.005845902,0.005893588,0.002398592,0.002963461,0.01647794],"category_scores_gemma":[0.04230506,0.0006813828,0.000580498,0.0007788222,0.001088316,0.003318104,0.007926598,0.004990891,0.004133807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005331869,"about_ca_system_score_gemma":0.0721911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472981,"about_ca_topic_score_gemma":0.02432915,"domain_scores_codex":[0.9911607,0.002514006,0.000589744,0.0003889867,0.003193462,0.002153101],"domain_scores_gemma":[0.9182811,0.005577847,0.006787413,0.001340072,0.01994555,0.04806805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002055825,0.005043261,0.05940127,0.0009144415,0.00005404528,0.001698751,0.01005287,0.001475692,0.009989748,0.005614844,0.2178327,0.6877168],"study_design_scores_gemma":[0.0005396692,0.003248442,0.2899872,0.004616245,0.00009438015,0.003140527,0.1080666,0.005173051,0.02087245,0.02295783,0.5408407,0.000462987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4864357,0.004784137,0.04163666,0.3306926,0.01958962,0.006965672,0.0003353413,0.001313067,0.1082473],"genre_scores_gemma":[0.7777101,0.004537949,0.1457023,0.02527359,0.003212776,0.001964037,0.0005762221,0.0001850438,0.04083801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01668333,"threshold_uncertainty_score":0.08823091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517570689801397,"score_gpt":0.2872371488835606,"score_spread":0.2720614419855467,"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."}}