{"id":"W2754222062","doi":"10.1007/s00125-017-4422-0","title":"DEVOTE 3: temporal relationships between severe hypoglycaemia, cardiovascular outcomes and mortality","year":2017,"lang":"en","type":"article","venue":"Diabetologia","topic":"Diabetes Management and Research","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; University of Manitoba; Mount Sinai Hospital","funders":"National Center for Advancing Translational Sciences; Janssen Research and Development; National Heart, Lung, and Blood Institute; Abbott Vascular; National Institutes of Health; Esperion Therapeutics; Gilead Sciences; Servier; GlaxoSmithKline; Roche Diabetes Care; Medizinische Universität Graz; Julius Clinical; Janssen Scientific Affairs; Karl-Franzens-Universität Graz; Celltrion; Eisai; University of Oxford; Diabetes UK; British Heart Foundation; MacroGenics; Novo Nordisk; National Institute for Health and Care Research; Intarcia Therapeutics; Medicines Company; National Institute of Diabetes and Digestive and Kidney Diseases; Sanofi; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Mace; Medicine; Population; Internal medicine; Insulin glargine; Myocardial infarction; Hypoglycemia; Type 2 diabetes; Stroke (engine); Diabetes mellitus; Pediatrics; Insulin; Endocrinology; Percutaneous coronary intervention","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":[0.001234974,0.0001668933,0.0006055274,0.0000972153,0.0005478256,0.0001251977,0.0002463801,0.0001792111,0.00003337032],"category_scores_gemma":[0.001003904,0.0001271171,0.0002202894,0.00006384183,0.0003168799,0.0002005187,0.0002988073,0.0004223335,0.00007902567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003164509,"about_ca_system_score_gemma":0.00003628668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009154575,"about_ca_topic_score_gemma":0.00001662309,"domain_scores_codex":[0.9985209,0.0001100731,0.0002191197,0.0003547087,0.0004184628,0.0003767074],"domain_scores_gemma":[0.9983707,0.0001239149,0.00009329762,0.001151332,0.00007210535,0.0001886542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005495897,0.00002415262,0.9831638,0.00009999747,0.000921206,0.0000464728,0.00002507382,9.428319e-7,0.00000500954,0.0002415063,0.0006826508,0.01478371],"study_design_scores_gemma":[0.001031485,0.00004954296,0.9924754,0.00003206791,0.0004179688,0.000001172454,0.00003510742,0.00003574661,0.00005178805,0.001179025,0.004535679,0.0001550219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845692,0.0005005549,0.00005243788,0.001105517,0.0001197354,0.0004273164,0.00001404058,0.00008223533,0.01312895],"genre_scores_gemma":[0.9961141,0.00002548034,0.0005240618,0.00005457286,0.0001161838,0.00002169831,0.00005996187,0.00001768729,0.003066295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01462869,"threshold_uncertainty_score":0.5183684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080093723920798,"score_gpt":0.3423037956240922,"score_spread":0.2342944232320123,"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."}}