{"id":"W2612100421","doi":"10.1016/j.hrthm.2017.05.012","title":"2017 HRS/EHRA/ECAS/APHRS/SOLAECE expert consensus statement on catheter and surgical ablation of atrial fibrillation","year":2017,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2727,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; University of Toronto; McGill University; Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; Arthritis Foundation; American Heart Association","keywords":"Medicine; Atrial fibrillation; Catheter ablation; Cardiology; Statement (logic); Ablation; Internal medicine; Catheter; Surgery; Law","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":[0.03740206,0.001359323,0.00274748,0.00498975,0.001082287,0.004008724,0.005841951,0.006767944,0.01547692],"category_scores_gemma":[0.05923118,0.0008577107,0.005139099,0.003317994,0.001325739,0.001930817,0.003504942,0.00756157,0.0113975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310342,"about_ca_system_score_gemma":0.01650975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01424029,"about_ca_topic_score_gemma":0.01426469,"domain_scores_codex":[0.9807525,0.006164307,0.005630763,0.0007156172,0.005833698,0.000903063],"domain_scores_gemma":[0.9426736,0.01460118,0.007978471,0.00213356,0.02796059,0.004652643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004255589,0.0001520899,0.002232957,0.005461722,0.0006130685,0.0002493522,0.0002158702,0.0008512506,0.0004714315,0.003700988,0.8345938,0.1510318],"study_design_scores_gemma":[0.000975777,0.0001856066,0.01587819,0.0483215,0.001657169,0.0008572626,0.0008561759,0.0008961888,0.001561013,0.01040163,0.918221,0.0001883953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007871756,0.1845504,0.02798808,0.5012042,0.06734882,0.005456367,0.05874231,0.001119205,0.1457189],"genre_scores_gemma":[0.09497199,0.3036749,0.1505685,0.1398771,0.03826172,0.01255934,0.1435934,0.002041573,0.1144515],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03740206,"threshold_uncertainty_score":0.1978034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09346990444594809,"score_gpt":0.3831533721038061,"score_spread":0.289683467657858,"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."}}