{"id":"W2943612045","doi":"10.1017/cem.2019.416","title":"Simulation-based research in emergency medicine in Canada: Priorities and perspectives","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; McGill University; University of Ottawa; University of Calgary; University of British Columbia; University of Manitoba; Western University; University of Toronto; Université de Sherbrooke; Queen's University; McMaster University; St. Michael's Hospital; University of Alberta; Université Laval; Université de Montréal; University of Saskatchewan","funders":"","keywords":"Summative assessment; Medical education; Medical simulation; Medicine; Quality (philosophy); Health care; Psychology; Formative assessment; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001951681,0.0001992482,0.0006148421,0.002160258,0.00009801504,0.000001883017,0.0001744762,0.0001035685,0.0172544],"category_scores_gemma":[0.002880144,0.0001712564,0.0000413681,0.001701044,0.000172852,0.0001286724,0.000006770195,0.0008330375,0.000004773329],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744289,"about_ca_system_score_gemma":0.01850656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9544706,"about_ca_topic_score_gemma":0.9723963,"domain_scores_codex":[0.9964405,0.0002487902,0.001593851,0.00029458,0.0008441018,0.0005781762],"domain_scores_gemma":[0.9951789,0.001060311,0.0003130546,0.0003205824,0.002082924,0.001044234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007796699,0.00001754373,0.9766746,0.0002810762,0.00001749591,0.00006323357,0.008566657,0.009124681,0.00004110001,0.0001891312,0.004740874,0.0002056775],"study_design_scores_gemma":[0.002414698,0.000591065,0.9325093,0.001648118,0.00002860427,0.00000591237,0.05171189,0.007182732,0.000005072968,0.0006071223,0.003131177,0.0001643205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350413,0.01490405,0.00001225109,0.04166319,0.005724542,0.0005846168,0.000006485299,0.000003606636,0.002059957],"genre_scores_gemma":[0.9975138,0.0004967834,0.00002942978,0.0001502665,0.001099834,0.000008089909,0.00001091854,0.00002873427,0.0006621527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06247249,"threshold_uncertainty_score":0.9870576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2747169336457331,"score_gpt":0.4555160857074046,"score_spread":0.1807991520616715,"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."}}