{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001235626,0.00088833,0.003974446,0.0009214038,0.0001266389,0.0008486224,0.0008458155,0.0007392082,0.00298257],"category_scores_gemma":[0.002128612,0.0002675861,0.003210025,0.001273236,0.0002391869,0.0005487826,0.0004140149,0.001813894,0.0003312663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698924,"about_ca_system_score_gemma":0.0007626579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789244,"about_ca_topic_score_gemma":0.004609439,"domain_scores_codex":[0.9995409,0.0001036139,0.0001159316,0.00007699274,0.0001209071,0.00004164545],"domain_scores_gemma":[0.9989275,0.0006998544,0.0002354236,0.00001490977,0.00008654482,0.0000357152],"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":[0.006564942,0.0003506746,0.003202354,0.1107306,0.02210327,0.0001962092,0.00007100192,0.0008657157,0.001036262,0.000765215,0.01108813,0.8430257],"study_design_scores_gemma":[0.02150298,0.01183272,0.116161,0.11942,0.2773404,0.002764471,0.000581315,0.002810415,0.003549414,0.004878914,0.4387563,0.0004020749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001039635,0.9983298,0.0000646148,0.0001213034,0.00009053783,0.000007880475,0.00006547186,0.00000518922,0.0002755423],"genre_scores_gemma":[0.009348212,0.989548,0.0002110152,0.0004094599,0.0001959613,0.00001431587,0.0001275627,0.000002564071,0.0001429799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003974446,"threshold_uncertainty_score":0.009977639,"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."}}