{"id":"W4286256939","doi":"10.1136/bmjopen-2021-059442","title":"Is in situ simulation in emergency medicine safe? A scoping review","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; Université Laval","funders":"Shandong First Medical University; Centre Hospitalier Universitaire de Québec; Société Française de Médecine d'Urgence; Université Laval","keywords":"Medicine; Context (archaeology); MEDLINE; Emergency department; Patient safety; Medical emergency; Emergency medicine; Health care; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01529151,0.001932704,0.005572635,0.01231033,0.001066125,0.004585968,0.002188609,0.004254531,0.005621683],"category_scores_gemma":[0.06615262,0.001357979,0.004580045,0.01248244,0.001463263,0.003894978,0.002261357,0.002122364,0.0009023658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500926,"about_ca_system_score_gemma":0.01552502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995025,"about_ca_topic_score_gemma":0.0101918,"domain_scores_codex":[0.9896974,0.004303538,0.003514734,0.0004641759,0.001738056,0.0002820477],"domain_scores_gemma":[0.9383402,0.04925082,0.006632212,0.0008449653,0.004486389,0.0004452686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001247825,0.00004352527,0.0003455535,0.8460196,0.001591916,0.0001065889,0.0004739674,0.0002167994,0.0001965488,0.000855245,0.003269336,0.146756],"study_design_scores_gemma":[0.0000329403,0.00008316369,0.0006772196,0.9685777,0.004071394,0.0001611598,0.0003648185,0.00007310795,0.0001120741,0.0003818872,0.02544954,0.00001516965],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003111555,0.9982388,0.0001812731,0.0003944522,0.000191944,0.000196852,0.00005582644,0.000005531606,0.0004242047],"genre_scores_gemma":[0.002756401,0.9959013,0.0004503665,0.0002880559,0.00009475453,0.0003324036,0.00007495629,0.0000036802,0.00009816755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01529151,"threshold_uncertainty_score":0.08087021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5332271129565982,"score_gpt":0.6414699578439895,"score_spread":0.1082428448873913,"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."}}