{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002227418,0.0005264264,0.0009004119,0.0008378057,0.0004892211,0.002257875,0.0009902654,0.001688497,0.002463293],"category_scores_gemma":[0.005504996,0.0004497015,0.001858774,0.001493249,0.0005016668,0.001290036,0.001465771,0.002224745,0.0004051377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008476991,"about_ca_system_score_gemma":0.0005603135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007242233,"about_ca_topic_score_gemma":0.008333079,"domain_scores_codex":[0.9984204,0.0007681718,0.0001539369,0.0002169462,0.0002285481,0.0002120905],"domain_scores_gemma":[0.9955161,0.0009380783,0.001788771,0.000525848,0.000306041,0.0009250747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009286391,0.0006810608,0.978709,0.0001984224,0.004103068,0.0001228257,0.0001086719,0.000491565,0.0003231022,0.0003861794,0.002109724,0.003479993],"study_design_scores_gemma":[0.001224463,0.0006140205,0.9950455,0.00004615226,0.001114334,0.0001272682,0.0001909368,0.0004454333,0.00006614803,0.0002286293,0.0008640933,0.00003290217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883094,0.003493792,0.0001404798,0.0005312333,0.00009160594,0.00006245934,0.004736843,0.00001236198,0.002621729],"genre_scores_gemma":[0.995357,0.0006739033,0.000127128,0.0003227159,0.0001190468,0.00006659117,0.002691824,0.000008829981,0.0006330485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007242233,"threshold_uncertainty_score":0.01440018,"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."}}