{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013499,0.0002671761,0.001008415,0.0003453181,0.00003774506,0.00001340909,0.0001709132,0.00006483719,0.0003050602],"category_scores_gemma":[0.000182526,0.0001697874,0.0003754838,0.0002453511,0.0001661649,0.000236044,0.00006197093,0.0005716994,0.00007871076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003139561,"about_ca_system_score_gemma":0.0001258827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351034,"about_ca_topic_score_gemma":0.00003864073,"domain_scores_codex":[0.9968617,0.0005040371,0.001429894,0.0002484901,0.0006192328,0.0003366457],"domain_scores_gemma":[0.9984052,0.00008897365,0.0004478263,0.0003871629,0.000323934,0.0003468969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000574421,0.001157467,0.9204949,0.00004096569,0.0002924685,0.0002012291,0.0003469621,0.000001393354,0.00002262825,0.00002015922,0.0763779,0.0004694957],"study_design_scores_gemma":[0.006062582,0.005491057,0.7600718,0.0002886644,0.000174537,0.00004225013,0.0002078421,4.92062e-7,0.0000661236,0.00000387614,0.2274748,0.0001160339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895563,0.00004319089,0.0000568014,0.008878644,0.0002674755,0.000466248,0.000005638675,0.00002537058,0.000700384],"genre_scores_gemma":[0.9517197,0.00000871468,0.04734221,0.0003626947,0.0001725382,0.000001560291,0.000006252741,0.00005111365,0.0003351886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1604232,"threshold_uncertainty_score":0.6923728,"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."}}