{"id":"W2743797071","doi":"10.1161/circulationaha.117.028845","title":"Subclinical Atrial Fibrillation in Older Patients","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Asymptomatic; Stroke (engine); Subclinical infection; Hazard ratio; Body mass index; Left atrial enlargement; Premature atrial contraction; Confidence interval; Sinus rhythm","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":[0.0002917796,0.0002658126,0.0003617838,0.0004535409,0.0003573108,0.0004749518,0.0001666213,0.0004342632,0.002395079],"category_scores_gemma":[0.001921296,0.0001935849,0.0002859737,0.0005030926,0.0002081437,0.0003676426,0.000283866,0.0006016415,0.0002827815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462649,"about_ca_system_score_gemma":0.000215751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132653,"about_ca_topic_score_gemma":0.001222442,"domain_scores_codex":[0.999796,0.0000394438,0.00002512344,0.00004761839,0.00005226815,0.00003955383],"domain_scores_gemma":[0.9988821,0.0001965311,0.0005559358,0.00004354023,0.00008209873,0.0002397768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006182592,0.00001781087,0.9978453,0.00001146291,0.00001462835,0.0002411252,0.00002821453,0.00001381726,0.0001002227,0.00001138911,0.0001034577,0.001550731],"study_design_scores_gemma":[0.00001236219,0.0001339938,0.997687,0.0000140339,0.00002473695,0.001713615,0.00005027489,0.0001017496,0.00002317309,0.00004195636,0.0001942794,0.000002724767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971059,0.001430839,0.00009156014,0.0001689718,0.00003101609,0.000009129085,0.0001729246,0.000006639796,0.0009830303],"genre_scores_gemma":[0.9991359,0.0004147583,0.0000399929,0.00006641101,0.00007224733,0.000005671096,0.0001664406,8.400409e-7,0.00009777132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002395079,"threshold_uncertainty_score":0.008012414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08609742038034006,"score_gpt":0.3776797087611721,"score_spread":0.291582288380832,"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."}}