{"id":"W4280601732","doi":"10.1093/europace/euac053.209","title":"Benefit of atrial fibrillation ablation on symptoms and quality of life does not differ between patients with paroxysmal and persistent atrial fibrillation","year":2022,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Internal medicine; Catheter ablation; Cardiology; Pulmonary vein; Paroxysmal atrial fibrillation; Atrial flutter; Quality of life (healthcare); Population; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003807305,0.0001624963,0.0004746501,0.0001589727,0.0001431223,0.00001551769,0.00003449167,0.00004728046,0.00005260705],"category_scores_gemma":[0.0002695241,0.0001233446,0.0002013307,0.0001889843,0.00006536287,0.0001052834,0.0001011192,0.00008117239,0.000001041593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004713084,"about_ca_system_score_gemma":0.00002463468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005876532,"about_ca_topic_score_gemma":0.000004045389,"domain_scores_codex":[0.9981929,0.0001868953,0.0005310394,0.0002905867,0.0006647048,0.0001338876],"domain_scores_gemma":[0.9986738,0.0004170979,0.000517335,0.0001902308,0.0001136069,0.00008794831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004416001,0.000002855573,0.9857062,0.0001447747,0.0001986087,1.663155e-7,0.0003211586,0.004007755,0.000168688,0.0002893832,0.000007780152,0.004736707],"study_design_scores_gemma":[0.005701074,0.001358691,0.9901338,0.0000262256,0.0003266675,2.83241e-7,0.00009463868,0.0007035835,0.0001245333,0.00002224754,0.001366544,0.0001416838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979466,0.0001744933,0.00004520765,0.0006822576,0.0001870754,0.0007332918,0.0001045471,0.00002772202,0.00009878306],"genre_scores_gemma":[0.9982443,0.00004304127,0.00009926392,0.00002103625,0.001037333,3.343235e-7,0.0001880133,0.00002101168,0.0003456195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004595023,"threshold_uncertainty_score":0.5029846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320772586781438,"score_gpt":0.2859455532718949,"score_spread":0.2427378274040805,"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."}}