{"id":"W3046824776","doi":"10.1093/ehjqcco/qcaa061","title":"Global, regional, and national prevalence, incidence, mortality, and risk factors for atrial fibrillation, 1990–2017: results from the Global Burden of Disease Study 2017","year":2020,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":322,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Institute for Health Metrics and Evaluation; University of Washington","keywords":"Medicine; Atrial fibrillation; Incidence (geometry); Demography; Population; Body mass index; Disease burden; Disease; Public health; Environmental health; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002541316,0.00018267,0.0007160032,0.00002344011,0.0002315389,0.00007152832,0.0001305071,0.00005007267,0.000008360506],"category_scores_gemma":[0.01326599,0.0001180523,0.0006049016,0.0001140798,0.000284124,0.000164052,0.0001865666,0.0001451912,0.000001269818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002296024,"about_ca_system_score_gemma":0.0001282437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003637209,"about_ca_topic_score_gemma":0.0000594475,"domain_scores_codex":[0.9961408,0.001035327,0.001571001,0.0003539241,0.0007676771,0.0001312371],"domain_scores_gemma":[0.9937544,0.004358005,0.0008986361,0.000213882,0.0004230673,0.0003519834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002467762,0.00001071584,0.9930419,0.00009778432,0.0006148205,0.000003230336,0.0007156378,0.00003762565,2.104194e-7,0.0001529235,0.002268877,0.000588464],"study_design_scores_gemma":[0.00475436,0.0008098488,0.9850641,0.00007644379,0.0009307073,0.0000020633,0.001792882,0.00005280873,8.416937e-8,0.0006180084,0.005780454,0.0001182279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882699,0.001862197,0.00003843305,0.007718838,0.0002004279,0.0006842202,0.001047557,0.00001506126,0.0001633384],"genre_scores_gemma":[0.9945807,0.002738503,0.0002854187,0.0003707065,0.001938449,1.58857e-7,0.00004892173,0.000008247156,0.00002892983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072467,"threshold_uncertainty_score":0.9950457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3487101001390099,"score_gpt":0.5000575598091971,"score_spread":0.1513474596701871,"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."}}