{"id":"W2778082866","doi":"10.1007/s12630-017-1047-1","title":"Benzodiazepine administration during adult cardiac surgery: a survey of current practice among Canadian anesthesiologists working in academic centres","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Benzodiazepine; Medicine; Midazolam; Anesthesia; Perioperative; Anxiety; Lorazepam; Elective surgery; Emergency medicine; Internal medicine; Psychiatry; Sedation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007413455,0.0002474845,0.0004494562,0.002148998,0.002100306,0.00146025,0.001124256,0.0009421855,0.002076001],"category_scores_gemma":[0.004110041,0.0004216474,0.000608654,0.004628804,0.0007510891,0.0007151425,0.0008262817,0.0009562615,0.0002442132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009965281,"about_ca_system_score_gemma":0.01467714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8851287,"about_ca_topic_score_gemma":0.9325439,"domain_scores_codex":[0.9985109,0.000117793,0.0001977898,0.0001624206,0.0005976392,0.0004133403],"domain_scores_gemma":[0.9929398,0.0004931912,0.002554776,0.00007503169,0.002167222,0.001769974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000320349,0.00005648651,0.9926958,0.00008355023,0.00004321404,0.0001045831,0.002805815,0.0000254612,0.0001445369,0.00003013134,0.0007834565,0.003195042],"study_design_scores_gemma":[0.00000314519,0.00003350882,0.9937762,0.00005533365,0.00001236801,0.0001051911,0.005224532,0.00004065866,0.00001281672,0.000003761615,0.000722751,0.000009790404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935715,0.001760059,0.00005913161,0.000953918,0.00003144645,0.0000494129,0.001349346,0.000007674601,0.002217446],"genre_scores_gemma":[0.9957675,0.002246864,0.0002110777,0.000706797,0.00002756431,0.00002637413,0.0005542724,0.000005314581,0.0004542981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148713,"threshold_uncertainty_score":0.2310956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073263053561089,"score_gpt":0.2959615269376116,"score_spread":0.2552288964020007,"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."}}