{"id":"W3019508129","doi":"10.1016/s2213-8587(20)30038-3","title":"Glucose-lowering drugs or strategies, atherosclerotic cardiovascular events, and heart failure in people with or at risk of type 2 diabetes: an updated systematic review and meta-analysis of randomised cardiovascular outcome trials","year":2020,"lang":"en","type":"review","venue":"The Lancet Diabetes & Endocrinology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; Western University; St. Michael's Hospital; Canadian VIGOUR Centre; University of Alberta; University Health Network; University of Toronto; Women's College Hospital","funders":"Women's College Research Institute; University of Toronto; Heart and Stroke Foundation of Canada","keywords":"Medicine; Meta-analysis; Mace; Myocardial infarction; Type 2 diabetes; Heart failure; Internal medicine; Diabetes mellitus; Relative risk; Randomized controlled trial; Clinical trial; Stroke (engine); MEDLINE; Intensive care medicine; Confidence interval; Percutaneous coronary intervention; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007690474,0.002155307,0.01605767,0.003833736,0.0003578231,0.002465897,0.001781918,0.00205624,0.003832347],"category_scores_gemma":[0.01854136,0.001329784,0.01981248,0.004647997,0.0005465648,0.001598649,0.001645272,0.002494294,0.0003804169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945752,"about_ca_system_score_gemma":0.0029741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007807299,"about_ca_topic_score_gemma":0.02200278,"domain_scores_codex":[0.9954626,0.001787444,0.001451256,0.0004957987,0.0005986207,0.0002042552],"domain_scores_gemma":[0.9907952,0.006676874,0.001675143,0.0002369077,0.0004620608,0.0001537579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002877204,0.00003911056,0.002288718,0.5146986,0.4368315,0.00009944547,0.0000858893,0.0003615625,0.00029465,0.0002199306,0.00228317,0.03992004],"study_design_scores_gemma":[0.002403719,0.0002107769,0.004489156,0.03898809,0.9481579,0.0001214422,0.00006318912,0.0001329759,0.0001059707,0.0003908155,0.004892861,0.0000431182],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001350131,0.9976515,0.0002207631,0.0001353551,0.0001327942,0.0000786329,0.0002945472,0.00001746123,0.0001188174],"genre_scores_gemma":[0.03559679,0.9607834,0.00138924,0.001065266,0.0002114706,0.000250654,0.0004685979,0.00001875847,0.0002158752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01605767,"threshold_uncertainty_score":0.04067159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08404563886580996,"score_gpt":0.3274024658709334,"score_spread":0.2433568270051235,"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."}}