{"id":"W3085600237","doi":"10.1161/jaha.120.016810","title":"Population Trends in All‐Cause Mortality and Cause Specific–Death With Incident Atrial Fibrillation","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Population; Mortality rate; Stroke (engine); Diabetes mellitus; Cause of death; Cohort; Internal medicine; Demography; Disease; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007301373,0.0001557459,0.0002379668,0.001284192,0.0003666572,0.0006724483,0.0005144452,0.0002893407,0.001979654],"category_scores_gemma":[0.002226601,0.000116255,0.0003644787,0.002058944,0.0002530567,0.0004656525,0.0003953015,0.0004279703,0.0001940564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639833,"about_ca_system_score_gemma":0.002584839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3026419,"about_ca_topic_score_gemma":0.4002001,"domain_scores_codex":[0.9993344,0.00005777374,0.00007601932,0.0001650894,0.0002318873,0.0001347117],"domain_scores_gemma":[0.997986,0.0001767764,0.0009639147,0.00009027269,0.0006060018,0.0001770466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002334609,0.000008371516,0.9969074,0.0000387222,0.00006488973,0.0000145262,0.00006035187,0.00008297837,0.00005288766,0.0000500662,0.0006465173,0.002049866],"study_design_scores_gemma":[0.000001964553,0.00001207767,0.9988768,0.00001303973,0.00001591733,0.00004779052,0.0000817797,0.00009804378,0.00002124189,0.00002219743,0.0008070995,0.000002025405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604276,0.003344551,0.0004898934,0.0007039565,0.00003090843,0.00004230616,0.0300735,0.00004565244,0.004841645],"genre_scores_gemma":[0.9856103,0.00144225,0.0004218692,0.0001280317,0.00003564785,0.00004256191,0.01176038,0.000004737438,0.0005543277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3026419,"threshold_uncertainty_score":0.6017606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155917538641864,"score_gpt":0.3744405216775479,"score_spread":0.2588487678133615,"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."}}