{"id":"W4307023932","doi":"10.1016/j.cjca.2022.08.087","title":"PREVALENCE OF UNREPORTED ATRIAL FIBRILLATION IN ELECTROCARDIOGRAMS WITH VENTRICULAR-PACED RHYTHM: A MULTICENTER EXPERIENCE","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Rhythm; Electrocardiography; Heart Rhythm; Stroke (engine); Cardiac arrhythmia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001661543,0.0003791483,0.0007156207,0.001193913,0.0007409292,0.001417172,0.0007978144,0.001096798,0.001218026],"category_scores_gemma":[0.004674722,0.0003282533,0.000639444,0.00129249,0.0006818521,0.001220276,0.0008528287,0.0006319128,0.0002284707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008765065,"about_ca_system_score_gemma":0.000802397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285479,"about_ca_topic_score_gemma":0.01447304,"domain_scores_codex":[0.9983091,0.0004845095,0.0002083983,0.0004563934,0.0003054164,0.0002361493],"domain_scores_gemma":[0.9961578,0.0006609872,0.0012679,0.0003204673,0.0006842517,0.0009086122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007676354,0.00005989787,0.9985556,0.000004602572,0.00003827462,0.0001896525,0.0002033179,0.00001017734,0.00009218322,0.00001213108,0.00009351976,0.0006638353],"study_design_scores_gemma":[0.00001760631,0.0001345214,0.9974126,0.00001060446,0.00003902673,0.00101875,0.001078868,0.00009473745,0.00003969844,0.00001426502,0.000129725,0.000009603934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990716,0.0002082067,0.00006049858,0.00005958597,0.000006539507,0.000009596158,0.0002329544,0.000002420169,0.0003485659],"genre_scores_gemma":[0.9993375,0.0001494433,0.00006127339,0.0000556007,0.00002055124,0.000009403958,0.0003051889,0.000003359185,0.00005763304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285479,"threshold_uncertainty_score":0.0255599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554093781552857,"score_gpt":0.2809683273979207,"score_spread":0.2554273895823921,"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."}}