{"id":"W2900728651","doi":"10.1161/circheartfailure.118.005254","title":"Physical Function, Frailty, Cognition, Depression, and Quality of Life in Hospitalized Adults ≥60 Years With Acute Decompensated Heart Failure With Preserved Versus Reduced Ejection Fraction","year":2018,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Medicine; Heart failure; Ejection fraction; Depression (economics); Acute decompensated heart failure; Geriatric Depression Scale; Internal medicine; Quality of life (healthcare); Cardiology; Physical therapy; Cognition; Psychiatry; Depressive symptoms","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002380009,0.0002803614,0.0005986631,0.0002651533,0.0001517782,0.00004157937,0.000043916,0.0001836875,0.0001716231],"category_scores_gemma":[0.0001208824,0.0002331457,0.00008438942,0.0006858467,0.0001817317,0.0004784404,0.00003337437,0.0002369097,0.00004148179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009602169,"about_ca_system_score_gemma":0.000142582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005202926,"about_ca_topic_score_gemma":0.001124102,"domain_scores_codex":[0.9978974,0.0001921175,0.0004686638,0.0006023404,0.0005451004,0.0002943822],"domain_scores_gemma":[0.9984632,0.0001023577,0.000218394,0.0004132141,0.0005840547,0.0002188514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01826831,0.0008860745,0.9397954,0.000256756,0.0008414908,0.00001535681,0.0006057424,0.00009015753,0.02971656,0.00008398783,0.008979752,0.0004603496],"study_design_scores_gemma":[0.01441484,0.001210326,0.9763527,0.0003593806,0.0003826942,0.00001451621,0.0005073718,0.0005656565,0.001791129,0.00004404968,0.004088491,0.0002688664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946182,0.00002694579,0.0005529638,0.002976822,0.00009807832,0.001471017,0.00001010226,0.0001486308,0.00009717729],"genre_scores_gemma":[0.9952025,0.000004596712,0.003956009,0.0001385695,0.0002166439,0.0001195136,0.0002792973,0.00004109437,0.00004179723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03655722,"threshold_uncertainty_score":0.9507405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676528471810958,"score_gpt":0.3009186565149364,"score_spread":0.2741533717968269,"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."}}