{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008814004,0.0001812445,0.0003148123,0.0001652029,0.0001045785,0.0003129662,0.0001978479,0.0002369448,0.0007491105],"category_scores_gemma":[0.001411979,0.00005628965,0.0001749521,0.0001336112,0.0003425858,0.0002466732,0.0002926328,0.0002321072,0.0000773596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009298442,"about_ca_system_score_gemma":0.0001662714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001772144,"about_ca_topic_score_gemma":0.0004126744,"domain_scores_codex":[0.9997326,0.0001128183,0.00002387898,0.00004030057,0.00005405902,0.00003637438],"domain_scores_gemma":[0.9990507,0.0005189352,0.0002684781,0.0000537053,0.00004628357,0.00006194036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01665734,0.001604725,0.7368824,0.0005380245,0.0003724128,0.0005520533,0.0002423394,0.001906571,0.03485546,0.0003491736,0.0005963304,0.2054431],"study_design_scores_gemma":[0.005618764,0.04718841,0.9025085,0.0001088153,0.0008507767,0.006310515,0.0003055558,0.008454406,0.02469116,0.00116249,0.002760134,0.00004051524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965701,0.000983265,0.001772028,0.00004314253,0.000007670394,0.00004903958,0.00004051304,0.000009071229,0.00052506],"genre_scores_gemma":[0.9987922,0.0002980463,0.0006841471,0.00003646156,0.00002801567,0.00003511618,0.00004493458,0.000001504537,0.00007971079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008814004,"threshold_uncertainty_score":0.004661381,"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."}}