{"id":"W3084752132","doi":"10.1016/j.jacc.2020.07.044","title":"Sex-Specific Associations of Cardiovascular Risk Factors and Biomarkers With Incident Heart Failure","year":2020,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Actelion Pharmaceuticals; Janssen Pharmaceuticals; National Center for Advancing Translational Sciences; National Institute on Aging; U.S. Food and Drug Administration; National Institutes of Health; Nierstichting; Amgen; Singulex; National Institute of Neurological Disorders and Stroke; United Therapeutics Corporation; National Heart, Lung, and Blood Institute; Pfizer; American Heart Association; Hartstichting; General Electric; Sphingotec GmbH; Cytokinetics; Abbott Laboratories","keywords":"Medicine; Internal medicine; Heart failure; Creatinine; Myocardial infarction; Cardiology; Hazard ratio; Fibrinogen; Natriuretic peptide; Body mass index; Biomarker; Diabetes mellitus; Cystatin C; Framingham Risk Score; Endocrinology; Disease; Confidence interval","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":[0.0008632267,0.000428011,0.005884237,0.0002898722,0.0001644058,0.000004857135,0.0005794315,0.000335094,0.000005484198],"category_scores_gemma":[0.0003471492,0.0002431254,0.002406356,0.0007067525,0.001286406,0.00004972523,0.0001940739,0.0009458126,0.000003573478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523255,"about_ca_system_score_gemma":0.0007579698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008206771,"about_ca_topic_score_gemma":0.00001068072,"domain_scores_codex":[0.9954322,0.00264637,0.001134642,0.0003019365,0.0001699008,0.0003149426],"domain_scores_gemma":[0.9949034,0.0007749933,0.003395983,0.0005456212,0.0003235798,0.00005642335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001750685,0.0004361054,0.1435185,0.00756377,0.4446424,0.0007331856,0.001587508,0.0006499636,0.00254342,0.0007227177,0.1716517,0.2242001],"study_design_scores_gemma":[0.0005583731,0.0008365866,0.002922363,0.0005438065,0.004318271,0.001691542,0.0006985613,4.833431e-8,0.0001260044,0.00001191743,0.9880707,0.00022184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01548682,0.9740846,0.00009748055,0.00008379742,0.0005537957,0.0004601743,0.009073261,0.000008457028,0.0001515917],"genre_scores_gemma":[0.06158522,0.9379608,0.0001948369,0.0000135027,0.0001468536,0.000006238464,0.0000257711,0.00004047364,0.00002632676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.816419,"threshold_uncertainty_score":0.9914368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991479182119884,"score_gpt":0.2445380919574711,"score_spread":0.2246233001362722,"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."}}