{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005201217,0.0002096387,0.001407924,0.0005586005,0.0002616236,0.00003122707,0.0002055655,0.00003823534,0.0001411738],"category_scores_gemma":[0.0002906796,0.0001432725,0.000794302,0.001291623,0.0001043199,0.0001123482,0.0001108455,0.001240236,0.000005466568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009102401,"about_ca_system_score_gemma":0.0005666965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005225098,"about_ca_topic_score_gemma":0.0001661675,"domain_scores_codex":[0.9934448,0.004069249,0.0009859839,0.0002907648,0.0008128104,0.0003963938],"domain_scores_gemma":[0.9980574,0.000190151,0.0004731113,0.0005712981,0.0001643699,0.0005436591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009879931,0.0003870324,0.929979,0.00007579561,0.003789187,0.0001496551,0.004294631,0.006348078,0.0003169377,0.000003765684,0.0403998,0.004376206],"study_design_scores_gemma":[0.01992921,0.004273674,0.4875384,0.00007874453,0.001713738,0.0001713947,0.005561408,0.0001597173,0.00003138872,0.000002720815,0.4803537,0.0001859599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762163,0.01422311,0.00003164626,0.008666902,0.0003439501,0.0004102412,0.00008838531,0.00001163672,0.000007845816],"genre_scores_gemma":[0.993745,0.0009462938,0.003529912,0.0008202367,0.0008563865,0.000002278954,0.00004506998,0.00004257624,0.0000122821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4424406,"threshold_uncertainty_score":0.5842482,"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."}}