{"id":"W3020842163","doi":"10.1016/j.cjca.2020.04.026","title":"Temporal Trends in Population Rates of Incident Atrial Fibrillation and Atrial Flutter Hospitalizations, Stroke Risk, and Mortality Show Decline in Hospitalizations","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Dalhousie University; University of British Columbia; Health Sciences Centre; Sunnybrook Health Science Centre; Libin Cardiovascular Institute of Alberta; University of Alberta; Canadian VIGOUR Centre; University of Calgary","funders":"Bristol-Myers Squibb Canada; Johnson and Johnson; National Institutes of Health; Abbott Canada; Health Research; Bayer; University of South Alabama; Institut de Cardiologie de Montréal; Servier; Pfizer","keywords":"Medicine; Atrial fibrillation; Interquartile range; Atrial flutter; Stroke (engine); Confidence interval; Population; Incidence (geometry); Emergency medicine; Mortality rate; Internal medicine; Pediatrics; Demography; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0007210081,0.0001382152,0.0002847934,0.001069876,0.0003280944,0.0006685376,0.0003862379,0.0005740621,0.003779097],"category_scores_gemma":[0.003674342,0.0002163884,0.0007349086,0.001901927,0.0002008927,0.0006839337,0.0003685392,0.0007938399,0.0005137011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334492,"about_ca_system_score_gemma":0.0009105995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04817103,"about_ca_topic_score_gemma":0.05233498,"domain_scores_codex":[0.9996277,0.00004595663,0.00006479199,0.000105282,0.00007796266,0.0000782999],"domain_scores_gemma":[0.9975624,0.0003727445,0.0008597281,0.0002451104,0.0007638621,0.0001961089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002129108,0.0000267793,0.9888016,0.0000460386,0.0001421977,0.00004047381,0.0001202205,0.0001674979,0.0002964138,0.0002172354,0.002131976,0.007796626],"study_design_scores_gemma":[0.000005302293,0.00002846832,0.9981956,0.00001055183,0.00003700096,0.0001221361,0.0001383247,0.0003044398,0.00004562968,0.0000865536,0.001022566,0.000003562094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963886,0.00346563,0.0007416842,0.001779126,0.00007129772,0.00001957427,0.02112629,0.0001191392,0.008791329],"genre_scores_gemma":[0.9884179,0.0009893943,0.0003641261,0.0002835352,0.0000552722,0.00001617134,0.008686852,0.00001275304,0.00117388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.951829,"threshold_uncertainty_score":0.09578133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040104566459177,"score_gpt":0.3183009478361001,"score_spread":0.2781963813769231,"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."}}