{"id":"W3187393099","doi":"10.1016/j.eclinm.2021.101060","title":"A cross-sectional analysis of racial differences in accelerated aging and cognitive function among patients with atrial fibrillation: The SAGE-AF study","year":2021,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Center for Clinical and Translational Science, University of Massachusetts; National Institutes of Health; Boehringer Ingelheim","keywords":"Medicine; Atrial fibrillation; Cross-sectional study; Internal medicine; Cognition; SAGE; Cardiology; Gerontology; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006058827,0.0001276874,0.0005840641,0.0002355465,0.0001038288,0.00003198132,0.000033766,0.00006712292,0.0005166972],"category_scores_gemma":[0.001035041,0.0000766004,0.000145938,0.001398001,0.0002044066,0.0001043103,0.00005723261,0.0001628311,0.000001307983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157855,"about_ca_system_score_gemma":0.00005527819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006737572,"about_ca_topic_score_gemma":0.0002766167,"domain_scores_codex":[0.9981762,0.0001737837,0.0007049286,0.0003218994,0.0004988603,0.0001243453],"domain_scores_gemma":[0.9980249,0.001168195,0.0002783466,0.0001456843,0.0003232647,0.00005961685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985188,0.00003351974,0.9923468,0.00001245527,0.001940744,0.00000880469,0.0004615565,0.00008680454,0.000002261381,0.000006941868,0.000002882735,0.003112004],"study_design_scores_gemma":[0.009947896,0.0007289937,0.9843292,0.00006202311,0.003371577,4.369058e-7,0.0005432177,0.0008867012,0.000001968041,0.00001641428,0.00003501074,0.00007661854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998159,0.0002199318,0.0001722782,0.0004515642,0.0002395773,0.0006208856,0.000007924571,0.00001774299,0.000111115],"genre_scores_gemma":[0.9984374,0.000029285,0.00001771325,0.00009349105,0.0008860953,0.000001515434,0.000170324,0.000007560285,0.0003566246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008017696,"threshold_uncertainty_score":0.5657471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08861166003216016,"score_gpt":0.3857101905508924,"score_spread":0.2970985305187323,"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."}}