{"id":"W2958816492","doi":"10.1161/circep.119.007233","title":"Targeting Nonpulmonary Vein Sources in Persistent Atrial Fibrillation Identified by Noncontact Charge Density Mapping","year":2019,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Pulmonary vein; Catheter ablation; Ablation; Internal medicine; Cardiology; Catheter; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001841208,0.0001677736,0.0004148765,0.0001987162,0.0001070022,0.00002564387,0.00003013586,0.0001426289,0.0001473912],"category_scores_gemma":[0.00006057006,0.0001643352,0.0002006537,0.0002227564,0.00002810234,0.0001667734,0.00003515687,0.0001390615,0.0001007849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088379,"about_ca_system_score_gemma":0.00003269097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004279968,"about_ca_topic_score_gemma":0.000001749713,"domain_scores_codex":[0.9986742,0.00009709521,0.0003833701,0.000393363,0.0001548505,0.0002971853],"domain_scores_gemma":[0.9994732,0.00009083193,0.0001744719,0.0001444713,0.000053431,0.00006365259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005222145,0.000002208858,0.4215128,0.00007912822,0.00008730918,0.000008793719,0.0002428368,0.002006425,0.5727748,0.0002987016,0.00006836323,0.002396525],"study_design_scores_gemma":[0.003346384,0.0003601132,0.89932,0.00005559444,0.00009193576,0.00004438399,0.0002107155,0.08851937,0.0006669782,0.0002689679,0.006749695,0.0003658809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968675,0.0007697492,0.0002225331,0.0009506881,0.0002858188,0.0006097103,0.000001540648,0.00005325383,0.0002392487],"genre_scores_gemma":[0.9974125,0.0001504546,0.00006715744,0.0001148439,0.001344352,0.000001208972,0.0002580522,0.00001757404,0.0006338557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5721078,"threshold_uncertainty_score":0.6701396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163215035821222,"score_gpt":0.2512335765852213,"score_spread":0.2349120730030991,"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."}}