{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272426,0.0003392528,0.0006372201,0.0003696781,0.0003503819,0.0005343956,0.0002321796,0.0003521495,0.0009781115],"category_scores_gemma":[0.00237721,0.0001639408,0.0004348106,0.0003695613,0.0002542078,0.0004285809,0.000515401,0.0004609823,0.00009461245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005401,"about_ca_system_score_gemma":0.0002540399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002342267,"about_ca_topic_score_gemma":0.0046131,"domain_scores_codex":[0.9995477,0.000179064,0.00006456222,0.00007113613,0.00006436108,0.00007323377],"domain_scores_gemma":[0.9987084,0.0002655527,0.0004488663,0.00005092716,0.00007341643,0.0004528995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002404602,0.0003090382,0.9941244,0.00002450294,0.0001708485,0.00003946554,0.00005240385,0.0000556857,0.0001988198,0.000007080682,0.00008079922,0.002532454],"study_design_scores_gemma":[0.0001893919,0.001114184,0.998187,0.00001189718,0.00007071646,0.00007930418,0.00008081821,0.0001527098,0.00004817833,0.00001440286,0.00004832687,0.000003049055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995562,0.0002600843,0.00001317378,0.00002475755,0.000004587034,0.000007999502,0.0000605214,4.880491e-7,0.00007215163],"genre_scores_gemma":[0.999599,0.00009372226,0.00003420249,0.00004164334,0.00001323096,0.00001172878,0.0001767556,2.487835e-7,0.00002960204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002342267,"threshold_uncertainty_score":0.006729305,"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."}}