{"id":"W3058998094","doi":"10.1016/j.jacep.2020.04.017","title":"Quality of Life and Health Care Utilization in the CIRCA-DOSE Study","year":2020,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; St. Boniface Hospital; Dalhousie University; University of British Columbia; Montreal Heart Institute; Centre Hospitalier Universitaire de Sherbrooke; University of Calgary; Royal Jubilee Hospital; Western University; Southlake Regional Health Center; Queen Elizabeth II Health Sciences Centre; Université de Montréal; Université Laval","funders":"Michael Smith Health Research BC; Heart and Stroke Foundation of Canada; Medtronic; University of British Columbia; Biosense Webster; Bayer","keywords":"Medicine; Interquartile range; Atrial fibrillation; Ablation; Quality of life (healthcare); Emergency department; Cardioversion; Internal medicine; Radiofrequency ablation; Refractory (planetary science); Cardiology; Catheter ablation; Emergency medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006607749,0.00008321971,0.0006046101,0.00003251383,0.00003536331,0.000003942424,0.00007813195,0.00006539092,0.0000206915],"category_scores_gemma":[0.001155897,0.00005524619,0.00009510121,0.0002544584,0.00006527543,0.00002381393,0.00004862807,0.0001984585,0.000005123175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000138392,"about_ca_system_score_gemma":0.0001137261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007439881,"about_ca_topic_score_gemma":0.00004534409,"domain_scores_codex":[0.9979159,0.0007548708,0.0008000548,0.0002478263,0.0001355242,0.0001458531],"domain_scores_gemma":[0.9989825,0.0004784072,0.0002314756,0.000177606,0.00005011741,0.00007983705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001783584,0.000116285,0.9768665,0.0001430359,0.00007540712,0.00000249753,0.001770928,0.000009794631,0.0006016973,0.002581144,0.0004556949,0.01559343],"study_design_scores_gemma":[0.002623939,0.003829733,0.9911019,0.000002946786,0.0000192444,1.589665e-7,0.001423547,0.0001311234,0.000003414397,0.0001228388,0.0006951212,0.00004599197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979622,0.0004286867,0.00006049824,0.01889347,0.00005430131,0.0007853537,0.000001182665,0.00001845251,0.0001360357],"genre_scores_gemma":[0.9885462,0.0002670276,0.00005264035,0.01068021,0.0004136362,0.000002789701,0.00002346732,0.000006420642,0.000007626962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01554744,"threshold_uncertainty_score":0.2252874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3988080344396046,"score_gpt":0.5263071733361967,"score_spread":0.1274991388965921,"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."}}