{"id":"W3069587548","doi":"10.1161/jaha.120.017278","title":"Change of Health‐Related Quality of Life Over Time and Its Association With Patient Outcomes in Patients With Heart Failure","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alliance for Canadian Health Outcomes Research in Diabetes; Libin Cardiovascular Institute of Alberta; Canadian VIGOUR Centre; University of Calgary; University of Alberta","funders":"Alberta Innovates; Alberta Heritage Foundation for Medical Research","keywords":"Medicine; Heart failure; Quality of life (healthcare); Intensive care medicine; Association (psychology); Health related quality of life; Internal medicine; Gerontology; Disease; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001400571,0.0003298557,0.000394933,0.0008950671,0.000401036,0.0008360445,0.0005363952,0.0007323529,0.0012052],"category_scores_gemma":[0.004834289,0.0001420799,0.0005443722,0.001340187,0.0005129292,0.0005909328,0.000591287,0.001169352,0.0001363844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006647136,"about_ca_system_score_gemma":0.0004480921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01125948,"about_ca_topic_score_gemma":0.01007913,"domain_scores_codex":[0.9992367,0.0002289678,0.00007633996,0.0001147587,0.0001963415,0.0001469594],"domain_scores_gemma":[0.99629,0.0008006726,0.001784672,0.000138428,0.0004010297,0.0005852092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000118601,0.00004127336,0.9986275,0.00001049197,0.00006877093,0.00001379536,0.0000322129,0.00004977454,0.00002440212,0.000006850664,0.00006955325,0.0009367571],"study_design_scores_gemma":[0.000004649076,0.00004788137,0.9996692,0.00000332871,0.0000190435,0.0000249998,0.0000440257,0.0001279646,0.000007359202,0.00001317459,0.00003603685,0.000002394226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981591,0.0007970602,0.00006614071,0.0001483782,0.00001389405,0.000008061192,0.0004228094,0.00000426491,0.0003802331],"genre_scores_gemma":[0.9994469,0.0001032682,0.00003691287,0.00002979933,0.00001805891,0.000005954185,0.000313263,7.044947e-7,0.00004508951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125948,"threshold_uncertainty_score":0.02238786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211104908516572,"score_gpt":0.3497817085381892,"score_spread":0.228671217686532,"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."}}