{"id":"W4381194418","doi":"10.1016/j.jacc.2023.04.034","title":"Effect of SGLT2 Inhibitors on Cardiovascular Outcomes Across Various Patient Populations","year":2023,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Ejection fraction; Kidney disease; Dapagliflozin; Placebo; Cause of death; Cardiology; Diabetes mellitus; Type 2 Diabetes Mellitus; Endocrinology; Disease","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":[0.001116498,0.000380317,0.006871451,0.0003661613,0.00005729574,0.000003396292,0.0003206061,0.0001173591,0.000001693056],"category_scores_gemma":[0.0004960779,0.0001951763,0.006157954,0.0007337949,0.0003237881,0.00002146362,0.0002135855,0.0003738371,0.000006560307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583365,"about_ca_system_score_gemma":0.000173652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002031268,"about_ca_topic_score_gemma":0.000001523315,"domain_scores_codex":[0.9965515,0.001007995,0.001259822,0.0002134829,0.0006774503,0.0002897125],"domain_scores_gemma":[0.9959404,0.0006992038,0.002282739,0.0008198653,0.000167628,0.00009014232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003445956,0.0001434476,0.007362258,0.008230103,0.04737059,0.0008403036,0.00004802269,0.001025678,0.000001458286,0.00009150545,0.008504584,0.9260374],"study_design_scores_gemma":[0.001983723,0.0112937,0.004102494,0.008404906,0.0318647,0.0005133541,0.0001159721,0.000001408874,0.00002444117,0.00003041708,0.9413803,0.0002846437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04821897,0.945596,0.00001708154,0.0001925807,0.002637418,0.002290156,0.0003875816,0.00002090218,0.0006392964],"genre_scores_gemma":[0.04083027,0.9580778,0.0001193561,0.00005613722,0.0004078973,0.00005950287,0.00001622199,0.00009005771,0.0003427416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9328756,"threshold_uncertainty_score":0.7959059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055532747257131,"score_gpt":0.3457751061898783,"score_spread":0.3152197787173069,"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."}}