{"id":"W4210659493","doi":"10.1016/j.bja.2021.11.040","title":"Multicentre analysis of practice patterns regarding benzodiazepine use in cardiac surgery","year":2022,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute","keywords":"Benzodiazepine; Medicine; Odds ratio; Midazolam; Quartile; Anesthesia; Pharmacy; Emergency medicine; Internal medicine; Confidence interval; Sedation; Family medicine","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":[0.001747153,0.0002941607,0.0007016627,0.001977326,0.0005994219,0.001182051,0.0006175631,0.001113768,0.002303417],"category_scores_gemma":[0.008280008,0.0006795899,0.001326627,0.003986202,0.0005226536,0.001080521,0.001498937,0.0007213686,0.0004048292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436349,"about_ca_system_score_gemma":0.001113481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01798383,"about_ca_topic_score_gemma":0.02424101,"domain_scores_codex":[0.9957792,0.0015607,0.0008259511,0.0007470002,0.0005714516,0.000515716],"domain_scores_gemma":[0.9900361,0.002084753,0.005213169,0.00052004,0.001057094,0.00108886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005874909,0.00008995878,0.9955499,0.00007563999,0.0002705465,0.0001022606,0.0009347456,0.00006365244,0.0002090625,0.00001881907,0.0002062994,0.001891791],"study_design_scores_gemma":[0.00002844606,0.0002118318,0.9986494,0.00001990918,0.00003234653,0.000145137,0.0006527474,0.0000875431,0.00001732617,0.000008028906,0.000137129,0.00001014057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998974,0.0002582026,0.000050427,0.00006344543,0.000007002281,0.00001585535,0.0004424398,0.000002522444,0.000186173],"genre_scores_gemma":[0.9988847,0.0001321975,0.0001333894,0.00007212612,0.00001070984,0.00004481301,0.0005546052,0.000004506588,0.0001629499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01798383,"threshold_uncertainty_score":0.03575832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525838124007234,"score_gpt":0.2638080720085706,"score_spread":0.2485496907684983,"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."}}