{"id":"W2799808680","doi":"10.1136/bmjopen-2017-020940","title":"Does the age of acute care physicians impact their (1) crisis management performance and (2) learning after simulation-based education? A protocol for a multicentre prospective cohort study in Toronto and Ottawa, Canada","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Ottawa Hospital Anesthesia Alternate Funds Association; Society for Academic Continuing Medical Education; University of Toronto; Dalhousie University; Sunnybrook Research Institute; University of Ottawa; Université de Montréal; Université Laval","keywords":"Medicine; Protocol (science); Baseline (sea); Test (biology); Cohort; Research ethics; Prospective cohort study; Institutional review board; Family medicine; Medical education; Alternative medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04226462,0.002838431,0.004171231,0.003294543,0.006475887,0.003542721,0.005030497,0.003475984,0.03449706],"category_scores_gemma":[0.02840376,0.002441928,0.005566302,0.004045108,0.002690886,0.001821088,0.002288979,0.003539303,0.003565019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03750198,"about_ca_system_score_gemma":0.09423849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3594174,"about_ca_topic_score_gemma":0.4890395,"domain_scores_codex":[0.9807141,0.008396571,0.002918995,0.002169853,0.002646042,0.003154408],"domain_scores_gemma":[0.9759587,0.004625008,0.002953013,0.002491943,0.01191631,0.002054944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.2710927,0.05405352,0.132207,0.05391497,0.004543412,0.004330995,0.0474574,0.01296186,0.006663366,0.02411394,0.176582,0.2120788],"study_design_scores_gemma":[0.1489487,0.05015592,0.5449711,0.02335377,0.002307058,0.0003943449,0.01825789,0.01008114,0.003236569,0.006538489,0.1905083,0.001246702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0140009,0.0002266343,0.00165111,0.000237556,0.0002017776,0.9770765,0.005065506,0.00004610525,0.001493969],"genre_scores_gemma":[0.006083336,0.00009626269,0.002213746,0.00009639322,0.0000194242,0.9901294,0.0006931088,0.000004500934,0.0006637572],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3594174,"threshold_uncertainty_score":0.7146508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219446887148851,"score_gpt":0.4343563507013805,"score_spread":0.4124116619864954,"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."}}