{"id":"W2162824012","doi":"10.2147/clep.s44560","title":"Cognitive impairment and self-care in heart failure","year":2013,"lang":"en","type":"article","venue":"Clinical Epidemiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Center for Advancing Translational Sciences; Heart and Stroke Foundation of Canada; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; National Center for Research Resources","keywords":"Medicine; Cognition; Heart failure; Cognitive impairment; Disease; Gerontology; Acute care; Physical therapy; Health care; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411421,0.000154084,0.0008961829,0.00007532214,0.00003071341,0.000003925723,0.00003522045,0.0002415237,0.0003781395],"category_scores_gemma":[0.002151537,0.0001113372,0.0001420917,0.00008017785,0.0001668753,0.00004932863,0.00008954923,0.0003238119,0.0006585934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004634876,"about_ca_system_score_gemma":0.00004826715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223148,"about_ca_topic_score_gemma":0.0000757228,"domain_scores_codex":[0.9976065,0.0006985046,0.0008201388,0.0004350054,0.00005594665,0.0003839429],"domain_scores_gemma":[0.9961717,0.003196849,0.00008410294,0.0001909402,0.00006871176,0.0002877229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006372864,0.0003868166,0.9443399,0.00005552702,0.00008241428,0.00001875221,0.0001195992,2.48012e-7,0.000001676532,0.0003260935,0.04766126,0.00694393],"study_design_scores_gemma":[0.003053645,0.001789961,0.9111269,0.00009131734,0.00008403968,0.0000176894,0.0005551481,0.0001190477,0.000002675923,0.0007174919,0.08234461,0.00009748387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035957,0.000694885,0.00005069415,0.09345099,0.0001252682,0.001351106,0.000001975897,0.00008467625,0.0006447212],"genre_scores_gemma":[0.967593,0.0003284139,0.01661734,0.01486709,0.0001752537,0.0001823272,0.00003336456,0.00001279196,0.0001904837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0785839,"threshold_uncertainty_score":0.8465105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07170130591809963,"score_gpt":0.4180249983407814,"score_spread":0.3463236924226818,"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."}}