{"id":"W4313622142","doi":"10.1016/j.bja.2022.12.001","title":"Effect of perioperative benzodiazepine use on intraoperative awareness and postoperative delirium: a systematic review and meta-analysis of randomised controlled trials and observational studies","year":2023,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; University of Toronto; Sheridan College; Trillium Health Centre; University of Manitoba; St. Michael's Hospital; McMaster University; Queen's University; McGill University; Impact; Thrombosis and Atherosclerosis Research Institute; Population Health Research Institute","funders":"Canadian Anesthesia Research Foundation; Heart and Stroke Foundation of Canada","keywords":"Observational study; Perioperative; Delirium; Meta-analysis; Benzodiazepine; Medicine; Randomized controlled trial; Anesthesia; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009184072,0.0006980845,0.04168374,0.0009675558,0.0001213242,0.00008545196,0.0001170656,0.0001995853,0.00002960288],"category_scores_gemma":[0.1790255,0.0004110469,0.004084753,0.0008306853,0.0004866294,0.0002053028,0.00004911286,0.0004964645,4.105398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007457204,"about_ca_system_score_gemma":0.0004087352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004742525,"about_ca_topic_score_gemma":0.00004999948,"domain_scores_codex":[0.9854907,0.008819717,0.004466606,0.0004147944,0.0006162229,0.0001920062],"domain_scores_gemma":[0.955067,0.01771824,0.005059194,0.0002300782,0.02174093,0.0001846105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002823832,0.00008009134,0.000009424914,0.4081125,0.5839321,0.0005576464,0.0005806556,0.000002706849,0.000003229025,0.00006028323,0.0002132774,0.003624242],"study_design_scores_gemma":[0.01266028,0.00266274,0.00002993299,0.2010033,0.7817144,0.0008196738,0.000787957,0.000008789973,0.000008884631,0.000001531658,0.00006207605,0.0002403805],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003331256,0.9866245,0.00001230512,0.0005818396,0.00002582501,0.008947826,0.0004646274,0.000005732878,0.000006121854],"genre_scores_gemma":[0.0006230159,0.9964998,0.00007977094,0.002063709,0.0000187325,0.0004715906,0.00009181866,0.00005200451,0.00009960001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2071092,"threshold_uncertainty_score":0.9998341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2282535467526661,"score_gpt":0.4386457388216606,"score_spread":0.2103921920689946,"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."}}