{"id":"W2883055530","doi":"10.1016/s2213-8587(18)30205-5","title":"Association of preoperative glucose concentration with myocardial injury and death after non-cardiac surgery (GlucoVISION): a prospective cohort study","year":2018,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Janssen Pharmaceuticals; Department of Surgery; National Institute of General Medical Sciences; Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Department of Medicine, Georgetown University; National Center for Research Resources; Eli Lilly Canada; General Research Fund of Shanghai Normal University; National Institutes of Health; Novo Nordisk; Merck; Diagnostic Services Manitoba; National Center for Advancing Translational Sciences; University of Manitoba; McMaster University; Department of Anesthesiology, Medical College of Wisconsin; Heart and Stroke Foundation of Canada; Manitoba Health Research Council; Hamilton Health Sciences; Universiti Malaya; Manitoba Medical Service Foundation; Amgen; Boehringer Ingelheim; Pfizer; Bristol-Myers Squibb Canada; Institute of Clinical and Translational Sciences; Sanofi; American Heart Association; Abbott Laboratories; AstraZeneca","keywords":"Medicine; Diabetes mellitus; Prospective cohort study; Perioperative; Hazard ratio; Odds ratio; Cardiac surgery; Logistic regression; Internal medicine; Cohort; Surgery; Endocrinology; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0009030421,0.0002087199,0.001434136,0.0000576209,0.00009502754,0.0000246536,0.00006646856,0.00008084754,0.00003524472],"category_scores_gemma":[0.0002945614,0.0001257261,0.0001724604,0.0001806065,0.0002288677,0.000094207,0.00005549184,0.000210801,0.00001329092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019287,"about_ca_system_score_gemma":0.00009009525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003319854,"about_ca_topic_score_gemma":0.00001214898,"domain_scores_codex":[0.9979193,0.0004687239,0.0003026663,0.0003468375,0.0003384204,0.0006241121],"domain_scores_gemma":[0.9979883,0.001131628,0.0001652653,0.0003561278,0.0002879279,0.00007079424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178868,0.0001256209,0.9946725,0.00001846135,0.001354441,0.00002201471,0.0008366022,2.301541e-7,0.0004525691,0.0002361277,0.0003032981,0.0007992657],"study_design_scores_gemma":[0.001209056,0.001135964,0.988862,0.00002881802,0.0007447475,0.000007945636,0.0001664561,0.00001169435,0.006152572,0.00002983485,0.00151144,0.0001394789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945771,0.0002976658,0.000006222057,0.001244228,0.0001979933,0.001749125,0.00002413123,0.00004547369,0.001858078],"genre_scores_gemma":[0.9979869,0.0002160618,0.00005222362,0.0005626766,0.0005898698,0.0003508241,0.0000150476,0.00001951155,0.0002069436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005810508,"threshold_uncertainty_score":0.5126961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009005445890019372,"score_gpt":0.2597814022768452,"score_spread":0.2507759563868258,"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."}}