{"id":"W2136183543","doi":"10.1016/j.ijoa.2014.04.008","title":"Repeated simulation-based training for performing general anesthesia for emergency cesarean delivery: long-term retention and recurring mistakes","year":2014,"lang":"en","type":"article","venue":"International Journal of Obstetric Anesthesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cesarean delivery; Test (biology); Anesthesia; Simulation training; Physical therapy; Pregnancy; Simulation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003795979,0.0003343519,0.0003949486,0.0006738484,0.0008697158,0.0009058957,0.001137615,0.001053337,0.001356471],"category_scores_gemma":[0.03672528,0.0002099347,0.0005747612,0.0004089859,0.0004498273,0.0009123408,0.001216319,0.001097462,0.0003313124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104223,"about_ca_system_score_gemma":0.002283994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153945,"about_ca_topic_score_gemma":0.008046296,"domain_scores_codex":[0.997491,0.000846685,0.0002468051,0.0001447826,0.001004513,0.0002661787],"domain_scores_gemma":[0.9777478,0.0121405,0.003436091,0.001796597,0.003265121,0.001613838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068225,0.004302386,0.7234912,0.0002985326,0.0001914934,0.00305529,0.01117924,0.001833423,0.003344409,0.0005652266,0.002000393,0.2486703],"study_design_scores_gemma":[0.0001588065,0.00896067,0.9233557,0.000946013,0.0004727041,0.01053129,0.01808864,0.02317629,0.005755618,0.001959205,0.006411653,0.0001834145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99784,0.0002657898,0.0007160106,0.0003430996,0.0000483934,0.00002543605,0.00001525641,0.0000257012,0.0007201913],"genre_scores_gemma":[0.9981447,0.0002406681,0.0009188195,0.00008694164,0.00002130751,0.00001871679,0.00004002522,0.000009006565,0.0005198104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003795979,"threshold_uncertainty_score":0.02007532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06825921870067145,"score_gpt":0.3528317337529466,"score_spread":0.2845725150522751,"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."}}