{"id":"W2967000623","doi":"10.1097/sla.0000000000003556","title":"Preoperative Sedative-hypnotic Medication Use and Adverse Postoperative Outcomes","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Toronto Rehabilitation Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute on Drug Abuse; National Institute on Aging","keywords":"Medicine; Benzodiazepine; Odds ratio; Adverse effect; Confidence interval; Retrospective cohort study; Anesthesia; Sedative/hypnotic; Hypnotic; Medical prescription; Emergency medicine; Internal medicine; Pharmacology","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":[0.0003351292,0.0001474482,0.0005069527,0.0001449334,0.00003742174,0.000008733436,0.00003717604,0.00006977491,0.0003350957],"category_scores_gemma":[0.0005187768,0.0001079493,0.0001121796,0.0001269884,0.0001337062,0.000453473,0.0000253549,0.0000998416,0.0000883396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008669922,"about_ca_system_score_gemma":0.0001088418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005350308,"about_ca_topic_score_gemma":0.000001772342,"domain_scores_codex":[0.9989123,0.0001174111,0.0003061914,0.0002330971,0.00026072,0.0001702414],"domain_scores_gemma":[0.9984211,0.0007555421,0.0001420358,0.0002192235,0.0003443422,0.0001177828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001538505,0.0001172503,0.9937414,0.00005229108,0.0001598638,0.00002186578,0.001256924,0.000001540121,0.00115169,0.0003533183,0.002236846,0.0007531575],"study_design_scores_gemma":[0.0003556618,0.000132119,0.9907606,0.0001394605,0.00003706116,0.00001258592,0.000683765,0.00006597362,0.006372452,0.00002815959,0.001301355,0.0001107966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941127,0.000123531,0.00002706877,0.004685539,0.00006676871,0.0003730388,0.00001287266,0.00001877365,0.0005797534],"genre_scores_gemma":[0.99338,0.0002768011,0.0001172335,0.003880726,0.00001535073,0.000009870507,0.00006221497,0.00001389977,0.002243967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005220762,"threshold_uncertainty_score":0.4402046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086712585690714,"score_gpt":0.3530077826312394,"score_spread":0.144336524062168,"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."}}