{"id":"W1994337731","doi":"10.1111/jce.12066","title":"Ethnic Differences in Atrial Fibrillation Identified Using Implanted Cardiac Devices","year":2013,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Asymptomatic; Incidence (geometry); Internal medicine; Cardiology; Black african; Heart failure; Stroke (engine); Ethnic group","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006226574,0.0001922559,0.0002584944,0.00059206,0.0003597875,0.0006649084,0.0002549038,0.0003354753,0.003711644],"category_scores_gemma":[0.002442892,0.0001413189,0.000336978,0.0007597795,0.0002208258,0.0004208883,0.0004232688,0.0003152508,0.0005001868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574399,"about_ca_system_score_gemma":0.0001724326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690862,"about_ca_topic_score_gemma":0.002495963,"domain_scores_codex":[0.9995034,0.00009973018,0.00007867892,0.0001292559,0.0001043405,0.00008463184],"domain_scores_gemma":[0.9986044,0.0002348521,0.0006848157,0.00008765444,0.0001527052,0.0002355183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001276902,0.00003823005,0.9977715,0.00001112377,0.00007521976,0.00007245198,0.0001809018,0.00002174967,0.0003303725,0.00005246415,0.00007917998,0.0012391],"study_design_scores_gemma":[0.000005150596,0.00003788705,0.9992462,0.000007894618,0.00002245063,0.0001751256,0.0001955009,0.00005703135,0.00003728629,0.00004193218,0.0001701879,0.000003341915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972551,0.0003232317,0.00008164975,0.00006036953,0.00001171575,0.000008713302,0.0003223559,0.000002446144,0.001934303],"genre_scores_gemma":[0.999357,0.0001033609,0.00003720929,0.00004350364,0.00001044922,0.000005522955,0.0002133393,0.000002204013,0.0002273286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003711644,"threshold_uncertainty_score":0.01241666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05934264107865042,"score_gpt":0.3161122592197154,"score_spread":0.2567696181410649,"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."}}