{"id":"W2253918026","doi":"10.1155/2015/713038","title":"Designing and Implementing a Competency-Based Training Program for Anesthesiology Residents at the University of Ottawa","year":2015,"lang":"en","type":"article","venue":"Anesthesiology Research and Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"Medicine; Specialty; Competence (human resources); Medical education; Blueprint; Graduate medical education; Curriculum; Accreditation; Anesthesiology; Nurse practitioners; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008111282,0.00007483207,0.0001973016,0.0001342073,0.0004767881,0.00001089873,0.0001037469,0.0001151864,0.00002120232],"category_scores_gemma":[0.0106654,0.00005676403,0.0000181984,0.0002747593,0.0009367728,0.00009514097,0.00006319761,0.0002977705,0.000003822496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004613996,"about_ca_system_score_gemma":0.0007025914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001626199,"about_ca_topic_score_gemma":0.00004943086,"domain_scores_codex":[0.9981583,0.0008269351,0.0001920641,0.0002358214,0.0002218926,0.0003649877],"domain_scores_gemma":[0.9944564,0.004318015,0.0001378532,0.000191708,0.0007974882,0.00009860447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01130527,0.0009435466,0.4865895,0.0006902215,0.0002704322,0.0003331739,0.01667931,0.000007541068,0.007159504,0.01328354,0.04400176,0.4187362],"study_design_scores_gemma":[0.006927246,0.01571611,0.276278,0.000234734,0.0002777532,0.002931759,0.07925912,0.001569526,0.001483749,0.005115791,0.6099169,0.0002893798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745886,0.0005152238,0.0002354373,0.02280012,0.00002298054,0.0009379691,0.00000110038,0.00002124055,0.0008773256],"genre_scores_gemma":[0.9096233,0.00005379973,0.08868129,0.001069711,0.00007584582,0.00004242725,0.00005217505,0.00001362219,0.0003878577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5659151,"threshold_uncertainty_score":0.9976682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691084467884034,"score_gpt":0.4531051792373937,"score_spread":0.2839967324489904,"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."}}