{"id":"W2929883214","doi":"10.7759/cureus.4376","title":"Impact of Critical Event Checklists on Anaesthetist Performance in Simulated Operating Theatre Emergencies","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Alberta Children's Hospital; SickKids Foundation","funders":"","keywords":"Medicine; Checklist; Randomization; Rating scale; Institutional review board; Ethics committee; Randomized controlled trial; Emergency medicine; Internal medicine; Surgery; Statistics","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":[0.005619322,0.0006342382,0.0004709025,0.0004586791,0.0003356287,0.0006219231,0.00063985,0.0004603496,0.002423577],"category_scores_gemma":[0.03784693,0.0002652086,0.0005095354,0.0002147233,0.0004400061,0.000480077,0.001288166,0.0005485524,0.0002841362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007014771,"about_ca_system_score_gemma":0.00169413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009292345,"about_ca_topic_score_gemma":0.001475241,"domain_scores_codex":[0.9940733,0.003695903,0.0005303505,0.000381563,0.0008944406,0.0004244306],"domain_scores_gemma":[0.9697065,0.01820083,0.005055496,0.0007670573,0.00167869,0.004591408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0319388,0.02823139,0.4187921,0.003077606,0.0009451633,0.000508796,0.008225402,0.0593639,0.01902506,0.0004109775,0.003738628,0.4257421],"study_design_scores_gemma":[0.002841701,0.134458,0.8158407,0.0009434561,0.0003693961,0.0004970342,0.004226846,0.02684247,0.00761897,0.000827343,0.005232356,0.0003017233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985763,0.00006065612,0.0004642834,0.00005560341,0.00001757829,0.0002017127,0.0000542964,0.0000239486,0.0005456326],"genre_scores_gemma":[0.995119,0.0001180959,0.003940437,0.00004275877,0.00001518121,0.000487242,0.0001284732,0.00000452243,0.0001443461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005619322,"threshold_uncertainty_score":0.02971816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691984337907838,"score_gpt":0.40184938046953,"score_spread":0.3749295370904516,"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."}}