{"id":"W2105308774","doi":"10.1093/bja/aep222","title":"Efficacy of high-fidelity simulation debriefing on the performance of practicing anaesthetists in simulated scenarios","year":2009,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; The Wilson Centre; Health Sciences Centre; Sunnybrook Health Science Centre; Dalhousie University; University of Toronto; Women's College Hospital","funders":"","keywords":"Debriefing; Checklist; Randomization; Adverse effect; Medicine; Significant difference; Physical therapy; Randomized controlled trial; Test (biology); Mean difference; Rating scale; Psychology; Surgery; Internal medicine; Medical education; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173998,0.0001234293,0.0004556593,0.0002659007,0.00008542183,0.00001846454,0.0001372302,0.0001051106,0.00003422793],"category_scores_gemma":[0.001011961,0.000114454,0.0001124797,0.0005315644,0.00006617655,0.0002033414,0.000005571095,0.0004698565,0.000001442147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836495,"about_ca_system_score_gemma":0.0004265648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007711338,"about_ca_topic_score_gemma":0.0000162104,"domain_scores_codex":[0.9976699,0.0002265831,0.001212136,0.0001462363,0.0005466571,0.0001984682],"domain_scores_gemma":[0.9969215,0.0006967438,0.001092805,0.0002475742,0.0009398331,0.0001015197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001054715,0.0006156999,0.2029789,0.00009757726,0.00002475023,0.0001067759,0.0008159674,0.7038485,0.0001936722,0.0001105585,0.00004638561,0.09010657],"study_design_scores_gemma":[0.001879437,0.001481704,0.9514139,0.002736635,0.0000472609,0.0002350519,0.000176346,0.04096411,0.0008688541,0.00008530851,0.00002290778,0.00008852261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958386,0.0004176116,0.00005126789,0.003228051,0.00006686489,0.0003586805,0.000001365015,0.000009502733,0.0000280004],"genre_scores_gemma":[0.9984692,0.0001717037,0.0005253271,0.0007266946,0.00008063843,6.134715e-7,0.000005070956,0.00001611236,0.000004624158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.748435,"threshold_uncertainty_score":0.4667298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609021383249785,"score_gpt":0.3214706593235157,"score_spread":0.2953804454910178,"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."}}