{"id":"W2171604827","doi":"10.1093/eurjhf/hfr030","title":"Predictors of Clinical Outcomes in Elderly Patients with Heart Failure","year":2011,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; Covenant Health; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Myocardial infarction; Cardiology; Ejection fraction; Cohort; Diabetes mellitus; Framingham Risk Score; Population; Heart failure with preserved ejection fraction; Coronary artery disease; Body mass index; 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":[0.00139814,0.0003129534,0.0003862004,0.0004432062,0.0001488024,0.0004518388,0.0002060909,0.0002897813,0.0009202562],"category_scores_gemma":[0.003110475,0.0001045963,0.0004139113,0.0004616481,0.00009879541,0.0001866241,0.0003839193,0.0004455094,0.0001834131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177051,"about_ca_system_score_gemma":0.0002342881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464358,"about_ca_topic_score_gemma":0.001354062,"domain_scores_codex":[0.9996487,0.0001333605,0.00004718557,0.00006878829,0.00006233712,0.00003966759],"domain_scores_gemma":[0.9989808,0.0003340151,0.0003374899,0.00008325109,0.0001228092,0.0001416365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002379277,0.00003744055,0.9959527,0.00001458705,0.00008786954,0.00003484279,0.00001194366,0.0004170465,0.0001047321,0.00001497718,0.0003523501,0.002733565],"study_design_scores_gemma":[0.00003983338,0.0001504807,0.9953871,0.0000134594,0.00007155602,0.0001022757,0.00003356515,0.003730118,0.00007900297,0.00009114813,0.0002973278,0.000004039776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971039,0.0004654565,0.0004038811,0.0001149684,0.00001730302,0.000009404152,0.001590623,0.00001033654,0.0002841167],"genre_scores_gemma":[0.9975026,0.0001032313,0.0002301532,0.00002766052,0.00002560669,0.00001061191,0.002026485,0.000001833453,0.00007192542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001464358,"threshold_uncertainty_score":0.007394195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864848371117646,"score_gpt":0.2773559030327709,"score_spread":0.2487074193215945,"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."}}