{"id":"W3191527853","doi":"10.1016/j.hrthm.2021.07.066","title":"Management and outcomes of atrial fibrillation in 241 healthy children and young adults: Revisiting “lone” atrial fibrillation—A multi-institutional PACES collaborative study","year":2021,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital; Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Atrial fibrillation; Internal medicine; Sinus rhythm; Odds ratio; Catheter ablation; Retrospective cohort study; Cardiology; Supraventricular tachycardia; Ablation; Cohort; Population; Pediatrics; Tachycardia","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":[0.003977527,0.0009091725,0.001531431,0.001451525,0.001243083,0.002700703,0.001797043,0.001729815,0.0006642336],"category_scores_gemma":[0.009624962,0.0007270593,0.002855734,0.004319843,0.0009210452,0.002220274,0.00224612,0.001937727,0.0002327004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591446,"about_ca_system_score_gemma":0.002094107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02686222,"about_ca_topic_score_gemma":0.03380477,"domain_scores_codex":[0.995673,0.00121349,0.0008560604,0.0009829019,0.0007595734,0.0005150995],"domain_scores_gemma":[0.9900044,0.002076205,0.004554736,0.001055076,0.0009789915,0.001330615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852879,0.00008952404,0.9977154,0.00003224034,0.0003999832,0.00007929545,0.0002343355,0.00005351259,0.00004025552,0.00002417069,0.0001839572,0.0009620708],"study_design_scores_gemma":[0.00008333467,0.000134747,0.9982287,0.00002525759,0.0002195821,0.0001556445,0.0007935491,0.00008518383,0.00003082336,0.00002116916,0.0002072999,0.00001463118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970541,0.000685289,0.0001020663,0.000116449,0.00001837838,0.00003424648,0.001691557,0.000003316788,0.0002946604],"genre_scores_gemma":[0.9958147,0.0005933496,0.0001916816,0.0001297226,0.00005847078,0.0000714905,0.003038488,0.000006200049,0.00009568785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686222,"threshold_uncertainty_score":0.05341172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680886185483862,"score_gpt":0.3288682918475254,"score_spread":0.3020594299926868,"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."}}