{"id":"W3135114645","doi":"10.1016/j.bjane.2020.12.026","title":"Competency-based anesthesiology teaching: comparison of programs in Brazil, Canada and the United States","year":2021,"lang":"en","type":"review","venue":"Brazilian Journal of Anesthesiology (English Edition)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anesthesiology; Competence (human resources); Curriculum; Medical education; Graduate medical education; Medicine; Psychology; Pedagogy; Accreditation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002426237,0.0004432807,0.003549173,0.0008511215,0.0001422152,0.00002321329,0.0004557385,0.0005689499,0.00007244196],"category_scores_gemma":[0.005236894,0.0002852181,0.0003298307,0.001047975,0.001335483,0.0000868469,0.00003820741,0.002426925,9.725384e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002809972,"about_ca_system_score_gemma":0.00682782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003808872,"about_ca_topic_score_gemma":0.003811451,"domain_scores_codex":[0.9940984,0.001994889,0.00264522,0.0003445012,0.0005226221,0.0003944315],"domain_scores_gemma":[0.9935802,0.002020728,0.002309521,0.0004659613,0.001472399,0.0001511613],"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":[0.0006617653,0.002046566,0.04492411,0.01353118,0.0007460297,0.00120836,0.002844839,0.0001052159,3.541182e-7,0.00509963,0.0616379,0.8671941],"study_design_scores_gemma":[0.002610081,0.001065323,0.004634976,0.01394719,0.0009611768,0.001828747,0.002430856,0.00009956897,0.0000015591,0.0002130311,0.9719194,0.0002881347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08891338,0.9040959,0.00003341275,0.003567778,0.002007872,0.001261184,0.00001510207,0.00002490511,0.00008049892],"genre_scores_gemma":[0.02138985,0.9569327,0.007136891,0.005510613,0.003281994,0.000182612,0.005327542,0.0001691043,0.00006874857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9102815,"threshold_uncertainty_score":0.99996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723263121075866,"score_gpt":0.3288424580488647,"score_spread":0.3016098268381061,"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."}}