{"id":"W2547346359","doi":"10.1161/circheartfailure.108.820696","title":"Predictors of Heart Failure in Patients With Stable Coronary Artery Disease","year":2009,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba; Montreal General Hospital","funders":"National Heart, Lung, and Blood Institute; Abbott Laboratories","keywords":"Medicine; Trandolapril; Internal medicine; Myocardial infarction; Cardiology; Heart failure; Ejection fraction; Coronary artery disease; Framingham Risk Score; Population; Diabetes mellitus; Proportional hazards model; ACE inhibitor; Angiotensin-converting enzyme; Disease; Blood pressure; Endocrinology","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":[0.0001271886,0.0002403359,0.0004255403,0.0002818856,0.00006517948,0.00001872998,0.00005163372,0.00009803486,0.000236542],"category_scores_gemma":[0.00002968778,0.0002020862,0.0001069289,0.0004273578,0.00005428993,0.0003120881,0.00001773772,0.0001617242,0.00004361655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269157,"about_ca_system_score_gemma":0.0001309403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001650514,"about_ca_topic_score_gemma":0.00003681895,"domain_scores_codex":[0.9982644,0.00006112937,0.0003976319,0.0003855713,0.0005405538,0.000350707],"domain_scores_gemma":[0.9989971,0.00002915249,0.00007747904,0.0004606021,0.0001512778,0.0002843887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003582954,0.000725066,0.9751545,0.00007361699,0.00005907482,0.00001751778,0.0001015099,0.0002856384,0.0002177089,0.0001039142,0.02267698,0.0002262126],"study_design_scores_gemma":[0.003603849,0.0005013724,0.9546621,0.0002189659,0.0001202607,0.000005143151,0.00005977181,0.0001105094,0.00004394838,0.00004896487,0.04045235,0.0001727647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799047,0.00005128982,0.00007730858,0.01818679,0.00006028116,0.001506592,0.00001888428,0.00009789875,0.00009629458],"genre_scores_gemma":[0.9954917,0.00000149012,0.003218302,0.0006278492,0.00007175635,0.00003033526,0.0003533933,0.00002440019,0.0001807048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02049236,"threshold_uncertainty_score":0.8240837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008285294623032633,"score_gpt":0.2219406163339574,"score_spread":0.2136553217109248,"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."}}