{"id":"W2291902983","doi":"10.1016/s1701-2163(16)30053-6","title":"Simulation Training in Obstetrics and Gynaecology Residency Programs in Canada","year":2015,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Obstetrics and gynaecology; Medicine; Curriculum; Accreditation; Medical education; Residency training; Modalities; Obstetrics; Family medicine; Gynecology; Continuing education; Pregnancy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001097129,0.0002157632,0.0003116208,0.0007153599,0.003178292,0.001487109,0.001502928,0.0008122772,0.007387875],"category_scores_gemma":[0.007778342,0.0004058418,0.0003331247,0.001520439,0.0006111964,0.0003843498,0.001470799,0.00110451,0.0003444321],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05600301,"about_ca_system_score_gemma":0.1699706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822119,"about_ca_topic_score_gemma":0.99411,"domain_scores_codex":[0.9982388,0.0003261373,0.00005598612,0.00009832104,0.0004056925,0.0008751576],"domain_scores_gemma":[0.991282,0.0005191969,0.0003731452,0.0000595493,0.001896034,0.005870031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001692828,0.00286995,0.7699579,0.0005933106,0.0001614667,0.0009105765,0.01006294,0.008165069,0.0008956791,0.003028265,0.04824265,0.1534194],"study_design_scores_gemma":[0.000255104,0.0005548181,0.9549348,0.0006452559,0.00004626463,0.000257708,0.01401472,0.0067158,0.0003502246,0.0004131375,0.02174691,0.00006529408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799514,0.001447772,0.0002104577,0.00622965,0.0002185033,0.0001854401,0.0008859219,0.00003293243,0.01083801],"genre_scores_gemma":[0.9938214,0.001290672,0.0004013045,0.0005879977,0.00002596759,0.00004207253,0.0004347979,0.00001133263,0.003384586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.943997,"threshold_uncertainty_score":0.4063322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0753591546770872,"score_gpt":0.3105142768643466,"score_spread":0.2351551221872594,"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."}}