{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005460295,0.0001166606,0.0004761808,0.000301893,0.0002422575,0.000464396,0.0001451622,0.0003715922,0.002286333],"category_scores_gemma":[0.004129507,0.00007977602,0.000692579,0.0004089397,0.0002222135,0.0004745531,0.0002846037,0.0003814828,0.0001843796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002125953,"about_ca_system_score_gemma":0.0002638932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026364,"about_ca_topic_score_gemma":0.001531752,"domain_scores_codex":[0.999521,0.0001078899,0.00007118554,0.0001232625,0.00007415428,0.0001026503],"domain_scores_gemma":[0.9976403,0.0008274226,0.0008170477,0.0001221691,0.0001502516,0.0004429533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003238613,0.0001409209,0.980821,0.0000618665,0.0003337792,0.0001400831,0.00009206036,0.00009467303,0.0003892229,0.00007034938,0.0004305055,0.01418695],"study_design_scores_gemma":[0.0001818947,0.000705337,0.9980898,0.0000121352,0.0001271493,0.0002822878,0.00009381121,0.0001329357,0.00003319918,0.0001250721,0.0002110229,0.000005281475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977078,0.000890707,0.00006100213,0.0001571283,0.00002260571,0.000008095899,0.0002728711,0.000002408568,0.0008774374],"genre_scores_gemma":[0.9995224,0.00009102819,0.00001822895,0.00004741208,0.00002670027,0.00000661706,0.0001974321,7.412837e-7,0.00008932989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002286333,"threshold_uncertainty_score":0.007648587,"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."}}