{"id":"W2045672651","doi":"10.1016/j.ahj.2011.02.001","title":"The epidemiology of atrial fibrillation in adults depends on locale of diagnosis","year":2011,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Government of Alberta","keywords":"Medicine; Atrial fibrillation; Epidemiology; Emergency department; Odds ratio; Incidence (geometry); Heart failure; Population; Stroke (engine); Diabetes mellitus; Pediatrics; Internal medicine; Rochester Epidemiology Project; Outpatient clinic; Cardiology; Population based study","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":[0.00139044,0.0001909715,0.000820263,0.001514525,0.0006181019,0.00115909,0.0004228677,0.0006568556,0.003909205],"category_scores_gemma":[0.01122751,0.0003326328,0.0009332124,0.002484977,0.0006252489,0.001551182,0.0009437181,0.001078309,0.0005706188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003835537,"about_ca_system_score_gemma":0.0005969318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005254268,"about_ca_topic_score_gemma":0.009926896,"domain_scores_codex":[0.997919,0.0008111066,0.0003558371,0.0003676595,0.0002803439,0.0002660328],"domain_scores_gemma":[0.9850544,0.004213336,0.006638035,0.00114488,0.001402556,0.001546786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000510202,0.00001557978,0.995988,0.00002068662,0.00008394419,0.00006947097,0.000111887,0.00003267243,0.0001285735,0.000100357,0.0002551426,0.003142661],"study_design_scores_gemma":[0.000005133132,0.00003577448,0.998961,0.00003462716,0.00003592344,0.0002986823,0.0001899236,0.00005557881,0.00001905597,0.0001169227,0.0002420042,0.000005338652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760202,0.01042027,0.001111453,0.003767415,0.0001377935,0.00002577806,0.001394825,0.00002951968,0.007092748],"genre_scores_gemma":[0.9968795,0.001743281,0.0002083653,0.0002853685,0.0001954919,0.000008511872,0.0003595613,0.000009960349,0.0003100572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005254268,"threshold_uncertainty_score":0.01307756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062354486085398,"score_gpt":0.3726164384408673,"score_spread":0.2663809898323274,"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."}}