{"id":"W2970346174","doi":"10.1161/circulationaha.119.042685","title":"Heart Failure Risk Stratification and Efficacy of Sodium-Glucose Cotransporter-2 Inhibitors in Patients With Type 2 Diabetes Mellitus","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Dapagliflozin; Internal medicine; Type 2 Diabetes Mellitus; Myocardial infarction; TIMI; Diabetes mellitus; Heart failure; Framingham Risk Score; Cardiology; Thrombolysis; 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":[0.001676742,0.0004077035,0.0006203446,0.000472589,0.000225302,0.0005966904,0.0002262807,0.0003953891,0.0005855383],"category_scores_gemma":[0.003125432,0.0001351489,0.0006285384,0.0004778438,0.0002004897,0.0003310431,0.0003312647,0.000687209,0.00009949446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466487,"about_ca_system_score_gemma":0.0002797489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008692225,"about_ca_topic_score_gemma":0.001348382,"domain_scores_codex":[0.9994662,0.000245229,0.00006075043,0.00008085682,0.00009201613,0.00005495274],"domain_scores_gemma":[0.9984414,0.000521018,0.0005141567,0.00007710148,0.0001391385,0.0003071511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001173316,0.0001176902,0.99401,0.00001413498,0.0001562338,0.00003109763,0.00001610549,0.0002265976,0.0001113715,0.00001777734,0.0001304266,0.003995307],"study_design_scores_gemma":[0.0001705874,0.0006390863,0.9961528,0.0000144707,0.0001789472,0.0001049297,0.00003607629,0.002307337,0.0001058044,0.00009389454,0.0001881649,0.000007866599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981865,0.0008402161,0.0001485167,0.0001470121,0.0000224039,0.00001473345,0.0001257719,0.000004025957,0.0005108782],"genre_scores_gemma":[0.9992262,0.0001735677,0.000179771,0.00006230341,0.00005391299,0.00001045431,0.0002249545,0.000001276487,0.00006740281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676742,"threshold_uncertainty_score":0.008867562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00536301289335988,"score_gpt":0.203585906799205,"score_spread":0.1982228939058452,"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."}}