{"id":"W3036362475","doi":"10.1016/j.ijcha.2020.100556","title":"Symptoms and quality of life in patients with coexistent atrial fibrillation and atrial flutter","year":2020,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Merck Sharp and Dohme; Schweizerische Herzstiftung; Universität Basel; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Boehringer Ingelheim; Sanofi; Bayer; Daiichi-Sankyo; Pfizer; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Atrial flutter; Cardiology; Internal medicine; Quality of life (healthcare); Flutter","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002076984,0.0001320265,0.0005031293,0.00006052748,0.00003192161,0.00001916787,0.00002030058,0.0001195413,0.00003004566],"category_scores_gemma":[0.0002467255,0.00009907778,0.0001783813,0.0001847253,0.00005042404,0.000105133,0.00004629471,0.000113202,0.000002897156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001547129,"about_ca_system_score_gemma":0.00003596317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004794994,"about_ca_topic_score_gemma":0.000008359434,"domain_scores_codex":[0.9988023,0.00009052509,0.0003719823,0.0002506978,0.0003530567,0.0001314594],"domain_scores_gemma":[0.9994552,0.00009107264,0.0001015,0.0001364409,0.00006900543,0.0001468424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002382412,0.000001595006,0.9956883,0.000154417,0.0001375508,4.828439e-7,0.0002389571,0.0001351128,0.00006446818,0.0001213251,0.0001053112,0.0009701286],"study_design_scores_gemma":[0.01013407,0.0003103027,0.9790863,0.00004395209,0.0001229032,3.841788e-7,0.00002363147,0.0001580351,0.000007220971,0.00001121391,0.009993517,0.0001084208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933388,0.0006274256,0.00001650697,0.005100713,0.00009837792,0.0007259131,0.000008248756,0.00002496815,0.00005909983],"genre_scores_gemma":[0.9976819,0.00002724831,0.0003386883,0.0004113634,0.001455964,1.777228e-7,0.00004608166,0.00001319251,0.00002539047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01660189,"threshold_uncertainty_score":0.4040275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490043180443051,"score_gpt":0.3013783038255027,"score_spread":0.2564778720210722,"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."}}