{"id":"W4383058532","doi":"10.1161/circulationaha.122.062776","title":"Autoimmune Atrial Fibrillation","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"University of Bern; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Autoantibody; Medicine; Atrial fibrillation; Internal medicine; Electrophysiology; Autoimmunity; Cardiology; Endocrinology; Immunology; Antibody","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":[0.0003176547,0.0003835021,0.000366437,0.0003261617,0.0003435395,0.0004895731,0.0002422492,0.0006026587,0.01799863],"category_scores_gemma":[0.001094401,0.00007313005,0.0003320102,0.0002934528,0.0001807135,0.0002498492,0.0003011502,0.0005310774,0.004860551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002206333,"about_ca_system_score_gemma":0.000221879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002750962,"about_ca_topic_score_gemma":0.0002038718,"domain_scores_codex":[0.9997129,0.00005161473,0.00003170738,0.00006054527,0.00005438413,0.00008884847],"domain_scores_gemma":[0.9995547,0.0001257856,0.0001234735,0.00004616899,0.00007004438,0.00007986795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001609088,0.0006968862,0.2665605,0.001520537,0.0004153874,0.05125925,0.0005266722,0.0004507831,0.04240769,0.008912442,0.07864458,0.5469962],"study_design_scores_gemma":[0.000499228,0.002346813,0.213327,0.0008402364,0.0004926257,0.2974127,0.0003550931,0.0008773004,0.007336809,0.006025737,0.4704343,0.00005228789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6097623,0.07568433,0.00970715,0.009424082,0.003058481,0.00039766,0.002966274,0.0009873448,0.2880124],"genre_scores_gemma":[0.9487349,0.01125688,0.001975969,0.006611347,0.002198124,0.0001733393,0.002010306,0.00005146614,0.02698754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01799863,"threshold_uncertainty_score":0.06021142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0752069096081925,"score_gpt":0.3389157167701152,"score_spread":0.2637088071619227,"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."}}