{"id":"W2806018567","doi":"10.1161/circep.118.006484","title":"Catheter Ablation of Atrial Fibrillation","year":2018,"lang":"en","type":"letter","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Atrial fibrillation; Sinus rhythm; Medicine; Cardiology; Internal medicine; Catheter ablation; Stroke (engine); Cardioversion; Ablation; Rhythm; Randomized controlled trial","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":[0.0008527195,0.0004240725,0.0008173485,0.0007885431,0.002395803,0.002024183,0.0006990113,0.01992428,0.005077459],"category_scores_gemma":[0.01724435,0.0003176608,0.0007082854,0.0004727262,0.001388267,0.001698153,0.0008747714,0.01768092,0.002517303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271549,"about_ca_system_score_gemma":0.001976783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300046,"about_ca_topic_score_gemma":0.005580802,"domain_scores_codex":[0.9988062,0.0003328074,0.0001781723,0.0001653097,0.0002810254,0.0002365377],"domain_scores_gemma":[0.9966152,0.001660282,0.0003425624,0.0001285263,0.0004588072,0.0007946776],"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":[0.0001053587,0.0001651709,0.009009895,0.0001355073,0.00007449621,0.05696047,0.0004334368,0.0002285993,0.0005096482,0.006151092,0.8809088,0.04531758],"study_design_scores_gemma":[0.000588419,0.0003685055,0.02021516,0.001890142,0.0002223783,0.1216299,0.001453909,0.00309453,0.0008160671,0.03353176,0.8160179,0.0001714141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003378541,0.002725841,0.0002085212,0.9651393,0.01593646,0.00001546612,0.0000507758,0.00003208219,0.01251299],"genre_scores_gemma":[0.04069226,0.004481201,0.0004425698,0.8090848,0.1336431,0.00005835782,0.00008832473,0.00003547265,0.011474],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01992428,"threshold_uncertainty_score":0.01698577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915959287028652,"score_gpt":0.2877525943713257,"score_spread":0.2585930015010391,"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."}}