{"id":"W3006384650","doi":"10.1161/circep.119.007676","title":"Genetic Susceptibility for Atrial Fibrillation in Patients Undergoing Atrial Fibrillation Ablation","year":2020,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Population Health Research Institute","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Heart, Lung, and Blood Institute; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Ablation; Ablation of atrial fibrillation; Catheter ablation","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":[0.0004878883,0.0002860997,0.0003471167,0.0004989766,0.0004833925,0.0004307739,0.0003177474,0.0005637739,0.001911833],"category_scores_gemma":[0.002370653,0.0002013191,0.0005540742,0.0007129493,0.0002529298,0.0002814458,0.0003037016,0.0007220825,0.0002053217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626016,"about_ca_system_score_gemma":0.0002727165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428682,"about_ca_topic_score_gemma":0.002707658,"domain_scores_codex":[0.9995982,0.00008635863,0.00004424409,0.0001085813,0.00008715423,0.00007556883],"domain_scores_gemma":[0.9985568,0.0002956056,0.0006825855,0.00009685342,0.0001033455,0.0002648857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005620839,0.00001604047,0.9990023,0.000003882131,0.00002595128,0.0001117767,0.00002104798,0.0000274988,0.0001189716,0.00001028047,0.00005432459,0.0005517034],"study_design_scores_gemma":[0.000008715624,0.00008226223,0.9989318,0.000004203923,0.00003224786,0.0005950374,0.00004450951,0.000144582,0.00002525196,0.00003014587,0.00009794844,0.000003140472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999078,0.0002373096,0.0001067318,0.00006615427,0.000009511994,0.000009782894,0.0001846055,0.000003651214,0.0003042217],"genre_scores_gemma":[0.9995081,0.00006184556,0.00008631232,0.00002774829,0.00001683027,0.000007034318,0.0002123758,0.000001236977,0.0000785105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002428682,"threshold_uncertainty_score":0.006395698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831422875948524,"score_gpt":0.2805762832295152,"score_spread":0.25226205447003,"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."}}