{"id":"W2076571592","doi":"10.1197/j.aem.2005.10.013","title":"Cognitive versus Technical Debriefing after Simulation Training","year":2006,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Debriefing; Medicine; Cognition; Simulation training; Medical education; Applied psychology; Psychiatry; Simulation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008703456,0.0001713141,0.0002608212,0.0001424263,0.0003491394,2.215317e-8,0.0001331358,0.0004257632,0.004356251],"category_scores_gemma":[0.002540212,0.0001437515,0.00004845094,0.0004102945,0.0001398631,0.0001435343,0.00004641317,0.001272503,0.0002628392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007272,"about_ca_system_score_gemma":0.0001189637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240028,"about_ca_topic_score_gemma":0.00007311253,"domain_scores_codex":[0.997321,0.0002212196,0.001197108,0.0003080964,0.0004510769,0.0005015772],"domain_scores_gemma":[0.9981143,0.0009654738,0.0004470885,0.0001533807,0.000163448,0.0001562325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003911397,0.0001649993,0.8784215,0.0005053588,0.000139845,0.00001970681,0.03890359,0.002373629,0.003889519,0.008060074,0.05788467,0.005725739],"study_design_scores_gemma":[0.007292864,0.0003315409,0.8052056,0.002068082,0.0003328421,0.000001731699,0.008292438,0.002446544,0.00002967499,0.003664705,0.1697988,0.0005351653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339809,0.002988786,0.04703574,0.01266438,0.008474343,0.001463852,0.00002336926,0.0005114523,0.09285715],"genre_scores_gemma":[0.9944685,0.0003480189,0.00006307299,0.0008636466,0.002165497,0.0002294003,0.0001454596,0.00002575019,0.001690714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1604875,"threshold_uncertainty_score":0.9965539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.224430967741484,"score_gpt":0.5115585871681789,"score_spread":0.287127619426695,"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."}}