{"id":"W4388412664","doi":"10.1161/jaha.123.031872","title":"Longitudinal Changes in Health‐Related Quality of Life in Patients With Atrial Fibrillation","year":2023,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Servier; Universität Zürich; Schweizerische Herzstiftung; Biosense Webster; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; MicroPort; Inselspital, Universitätsspital Bern; Daiichi Sankyo Europe; Swiss Cancer Research Foundation; Sanofi; University of Bern; Foundation for Cardiovascular Research; Bristol-Myers Squibb; AstraZeneca; Universität Basel; McMaster University; Amgen; Pfizer; Boston Scientific Corporation; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Observational study; Quality of life (healthcare); Population; Visual analogue scale; Internal medicine; Stroke (engine); Cohort; Cohort study; Heart failure; Physical therapy; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002225845,0.0002327913,0.0003254414,0.0008643088,0.0005474816,0.0008525224,0.0004250148,0.0005587725,0.001116721],"category_scores_gemma":[0.006733735,0.0001947368,0.0007126161,0.001296583,0.0002443441,0.0007988704,0.0008209168,0.0009583023,0.0002084579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004724969,"about_ca_system_score_gemma":0.0004791954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007528691,"about_ca_topic_score_gemma":0.005761962,"domain_scores_codex":[0.9990925,0.0003172445,0.00009998843,0.0002118561,0.0001258613,0.0001525469],"domain_scores_gemma":[0.9957567,0.0009660071,0.001908835,0.0003623592,0.0005320436,0.0004739736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008656365,0.00002279212,0.9986847,0.000004769548,0.00006198129,0.00001191227,0.00006323686,0.0001085862,0.00003430052,0.00001488005,0.00007206768,0.0008342893],"study_design_scores_gemma":[0.000005018857,0.00005950327,0.9992245,0.000003891054,0.00001782342,0.00004294713,0.00009247354,0.0003953345,0.0000181276,0.00004406802,0.00009252867,0.00000374521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984071,0.0002059293,0.0001728083,0.00007999871,0.000004533744,0.000008604683,0.0009164072,0.00000453531,0.0002000993],"genre_scores_gemma":[0.9985695,0.00006524073,0.00009580425,0.00002251993,0.000007263946,0.00001471028,0.00115628,0.000001520299,0.00006709935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007528691,"threshold_uncertainty_score":0.01496977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701223700445801,"score_gpt":0.3524295600017467,"score_spread":0.2954173229972887,"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."}}