{"id":"W2901000731","doi":"10.1093/europace/euy232","title":"Patient-specific simulations predict efficacy of ablation of interatrial connections for treatment of persistent atrial fibrillation","year":2018,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Engineering and Physical Sciences Research Council; King's Health Partners; Partnership for Advanced Computing in Europe AISBL; Wellcome Trust; Agence Nationale de la Recherche; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Academy of Medical Sciences; Centre For Medical Engineering, King’s College London; British Heart Foundation; National Institute on Handicapped Research; Medical Research Council; Wellcome","keywords":"Medicine; Ablation; Fossa ovalis; Atrial fibrillation; Sinus rhythm; Coronary sinus; Cardiology; Internal medicine; Catheter ablation; Pulmonary vein; Atrium (architecture); Left atrium","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":[0.0003043767,0.000493921,0.0003617142,0.0003320274,0.0002576109,0.0005655907,0.0004144332,0.00106883,0.001655014],"category_scores_gemma":[0.002449548,0.000285282,0.0005476314,0.0002073233,0.0003714733,0.0002884791,0.0003208249,0.0003653371,0.0001827088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005764546,"about_ca_system_score_gemma":0.0005203352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007458561,"about_ca_topic_score_gemma":0.00565152,"domain_scores_codex":[0.9998926,0.00003752963,0.000007399577,0.00001785903,0.00001744909,0.00002717724],"domain_scores_gemma":[0.9986765,0.0009298784,0.0001462952,0.00004938773,0.00009871599,0.00009917156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007635915,0.00004504979,0.006236822,0.00001298031,0.00002075284,0.00004223924,0.00002144459,0.9916276,0.0007533763,0.0001537222,0.0001084598,0.0009010927],"study_design_scores_gemma":[0.00002598467,0.00007597316,0.002213775,0.00000741416,0.00001348476,0.00002804575,0.00002741008,0.9966875,0.0004969452,0.000248267,0.0001692942,0.0000060333],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881186,0.0001774655,0.007617212,0.0001640513,0.00002548262,0.00003210555,0.0002874644,0.00007755948,0.003500145],"genre_scores_gemma":[0.998293,0.00004831841,0.001192245,0.00002202637,0.00000308114,0.00001837969,0.0001262873,0.00001103241,0.0002856723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007458561,"threshold_uncertainty_score":0.01483029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06938032515436393,"score_gpt":0.3328687492662976,"score_spread":0.2634884241119336,"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."}}