{"id":"W4307235023","doi":"10.1002/ejhf.2723","title":"Optimal cardiometabolic health and risk of heart failure in type 2 diabetes: an analysis from the Look AHEAD trial","year":2022,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Heart and Stroke Foundation; Canadian Heart Research Centre; University of Toronto","funders":"National Center on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; Translational Science Center, Wake Forest University; Indian Health Service; National Center for Research Resources; Centers for Disease Control and Prevention; National Institutes of Health; U.S. Department of Veterans Affairs; Massachusetts Institute of Technology; University of Tennessee, Knoxville; University of Pittsburgh; Harvard Catalyst; National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins University; University of Colorado; National Institute of General Medical Sciences; National Institute of Nursing Research; Massachusetts General Hospital","keywords":"Medicine; Hazard ratio; Internal medicine; Heart failure; Glycated hemoglobin; Type 2 diabetes; Confidence interval; Cardiology; Proportional hazards model; Ejection fraction; Blood pressure; Creatinine; Renal function; Framingham Risk Score; Waist; Diabetes mellitus; Body mass index; 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":[0.00272049,0.0006892621,0.001981296,0.0002833047,0.0002736006,0.0009708358,0.00045525,0.0007103169,0.00179979],"category_scores_gemma":[0.003410239,0.0003530192,0.002812613,0.0004555204,0.0002458228,0.0005788766,0.0006287136,0.001201229,0.0001653217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540617,"about_ca_system_score_gemma":0.0003791087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914972,"about_ca_topic_score_gemma":0.003437522,"domain_scores_codex":[0.9990401,0.000617315,0.00004753123,0.0001336065,0.00007945421,0.00008199442],"domain_scores_gemma":[0.9980415,0.0007964204,0.0005517519,0.0002153418,0.0001103565,0.0002845347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3940957,0.00107487,0.5384741,0.002379935,0.0310534,0.0003864021,0.0001424662,0.002496593,0.001274732,0.0004733551,0.004931258,0.02321723],"study_design_scores_gemma":[0.05826391,0.01164927,0.867171,0.0004566781,0.05119028,0.0004350393,0.0001841036,0.00600577,0.0005225601,0.001248182,0.002757119,0.0001160142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868674,0.008363696,0.0004179227,0.0005270253,0.0001266415,0.00008538995,0.002796676,0.0000182612,0.0007970001],"genre_scores_gemma":[0.9934927,0.001623013,0.0004572343,0.000304734,0.0002339853,0.0001497772,0.00326753,0.000009872225,0.0004611649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00272049,"threshold_uncertainty_score":0.01438749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395050202176372,"score_gpt":0.2646590447965689,"score_spread":0.2507085427748051,"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."}}