{"id":"W2808654032","doi":"10.2337/dc17-2677","title":"Hypoglycemia, Cardiovascular Outcomes, and Death: The LEADER Experience","year":2018,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Novo Nordisk","keywords":"Liraglutide; Medicine; Hypoglycemia; Mace; Diabetes mellitus; Internal medicine; Placebo; Type 2 diabetes; Endocrinology; Myocardial infarction; 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":[0.0001746112,0.0001358141,0.000267453,0.00006527692,0.0001873138,0.00005842555,0.0001643162,0.00005890522,0.00009266044],"category_scores_gemma":[0.0001157886,0.00007927005,0.0001698143,0.0001631915,0.0002958475,0.00007157037,0.0001729469,0.000145303,0.0002366371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002826138,"about_ca_system_score_gemma":0.00001913876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007761166,"about_ca_topic_score_gemma":0.000002335,"domain_scores_codex":[0.9987277,0.00003947204,0.0001126757,0.00028001,0.0004365437,0.0004035631],"domain_scores_gemma":[0.9990595,0.00006151455,0.00001736838,0.0006062104,0.0001463582,0.0001090436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006789807,0.00001284701,0.947894,0.0001020191,0.0002706642,0.00000797966,0.001976596,4.027679e-7,0.0001710552,0.00008422173,0.001243911,0.04822945],"study_design_scores_gemma":[0.001148741,0.0002553003,0.7796111,0.00007512241,0.0002409338,8.828982e-7,0.004811309,0.0001112457,0.003298215,0.00005679056,0.2101957,0.0001946197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808889,0.005020076,0.000007300802,0.0006954785,0.0001864912,0.0003860827,0.000004528082,0.00005696828,0.01275417],"genre_scores_gemma":[0.9966282,0.00003877449,0.0001003918,0.001011428,0.0002577474,0.00006165585,0.00001391662,0.00002109734,0.001866762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089518,"threshold_uncertainty_score":0.3232539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060733487326671,"score_gpt":0.2915103526811329,"score_spread":0.2609030178078662,"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."}}