{"id":"W3115855235","doi":"10.2337/dc20-1675","title":"Dapagliflozin and the Incidence of Type 2 Diabetes in Patients With Heart Failure and Reduced Ejection Fraction: An Exploratory Analysis From DAPA-HF","year":2020,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institutes of Health; Vifor Pharma; Deutsche Forschungsgemeinschaft; Cytokinetics; Eisai; University of Oxford; Zora Biosciences; Kidney Research UK; HLS Therapeutics; IFM Therapeutics; Medicines Company; American Heart Association; Intarcia Therapeutics; Ironwood Pharmaceuticals, Incorporated; Esperion Therapeutics; Alnylam Pharmaceuticals; Novo Nordisk; MyoKardia; Daiichi Sankyo Europe; Servier; Gilead Sciences; British Heart Foundation; Brigham and Women's Hospital; Eli Lilly and Company; AstraZeneca; Sanofi Pasteur; Celladon Corporation; Pfizer; Amgen; Sanofi; Defense Acquisition Program Administration; American Diabetes Association","keywords":"Dapagliflozin; Medicine; Ejection fraction; Heart failure; Diabetes mellitus; Internal medicine; Type 2 diabetes; Incidence (geometry); Cardiology; Benzhydryl compounds; Type 1 diabetes; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007908618,0.0001519262,0.0004374739,0.000128064,0.00004900461,0.00003009155,0.00005190916,0.00005237294,0.00002287139],"category_scores_gemma":[0.00005611904,0.0001029584,0.00004385229,0.0006160216,0.0001150288,0.0002508602,0.00005544166,0.0001074705,0.000003418605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390131,"about_ca_system_score_gemma":0.0000172594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002829306,"about_ca_topic_score_gemma":0.00008271837,"domain_scores_codex":[0.9990482,0.00008729976,0.0001795451,0.0003169024,0.0002118608,0.000156192],"domain_scores_gemma":[0.9993688,0.00007644555,0.00008714569,0.0002305452,0.0001327073,0.0001043524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001584806,0.00005572197,0.9966605,0.0000694046,0.0004154549,5.713549e-7,0.001181492,0.00001669255,0.0004148947,0.000005874908,0.0001194531,0.0009014942],"study_design_scores_gemma":[0.002911372,0.0007726965,0.9880097,0.00008115493,0.001280052,7.484172e-9,0.004112656,0.0007231562,0.0017002,0.00001643911,0.0002746386,0.0001179363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981117,0.0007448854,0.000001290714,0.0005815253,0.00003146781,0.000435568,0.00002439711,0.0000298473,0.00003928832],"genre_scores_gemma":[0.9988278,0.00002436075,0.0002441387,0.0005024981,0.00004323544,0.00003552175,0.0003047037,0.00001491743,0.000002846082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008650774,"threshold_uncertainty_score":0.419852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008748223849020815,"score_gpt":0.2170496928843166,"score_spread":0.2083014690352958,"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."}}