{"id":"W3163892122","doi":"10.1016/j.jogc.2021.02.030","title":"Evolution of a competency committee (CC): enhancing resident training and education","year":2021,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Coaching; Medical education; Competence (human resources); Medicine; Curriculum; Process (computing); Graduate medical education; Accreditation; Psychology; Computer science; Pedagogy","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":[0.04210973,0.000429625,0.0002820212,0.002965795,0.00276106,0.0047735,0.002833438,0.002835587,0.004633275],"category_scores_gemma":[0.06520554,0.0005601264,0.0005021603,0.001383631,0.001957104,0.002574122,0.005409437,0.00278027,0.001521654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208709,"about_ca_system_score_gemma":0.07933025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03388712,"about_ca_topic_score_gemma":0.06050399,"domain_scores_codex":[0.9711246,0.0121038,0.001919938,0.002207513,0.01007028,0.002574036],"domain_scores_gemma":[0.8925597,0.01333765,0.008247721,0.003850898,0.0474414,0.03456266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002820669,0.00296449,0.1008792,0.0006217941,0.0001112827,0.0003553134,0.006394098,0.004271243,0.005999529,0.02116463,0.06572593,0.7912306],"study_design_scores_gemma":[0.0004753481,0.007898064,0.3401051,0.002398393,0.0003191828,0.002159646,0.02308751,0.03140672,0.01968348,0.01485082,0.5571297,0.0004859192],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5041963,0.002984941,0.1892133,0.1472381,0.007314457,0.008988004,0.0007139432,0.002771353,0.1365795],"genre_scores_gemma":[0.733745,0.0009542159,0.2125712,0.01471268,0.0007847587,0.001608709,0.0004415986,0.0003049753,0.03487678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04210973,"threshold_uncertainty_score":0.2227002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216290099871192,"score_gpt":0.266253047100615,"score_spread":0.2540901461019031,"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."}}