{"id":"W3004899688","doi":"10.1111/jce.14381","title":"Is pulmonary vein isolation enough for persistent atrial fibrillation?","year":2020,"lang":"en","type":"review","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Ablation; Cardiology; Isolation (microbiology); Internal medicine; Catheter ablation; Intensive care medicine; Bioinformatics","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":[0.001010473,0.000455594,0.002279089,0.0009500707,0.0001907049,0.001192061,0.0008053576,0.001242381,0.003715146],"category_scores_gemma":[0.002734556,0.0002031653,0.001377016,0.000878203,0.0004602543,0.001224507,0.0004121051,0.001495887,0.0008692846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431195,"about_ca_system_score_gemma":0.001013121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007748607,"about_ca_topic_score_gemma":0.001793751,"domain_scores_codex":[0.999545,0.000109842,0.0001325047,0.00007369858,0.0001133446,0.00002558089],"domain_scores_gemma":[0.9988824,0.0008521579,0.0001449544,0.0000171687,0.00007864752,0.00002485404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000250637,0.00003360462,0.0003024018,0.09286223,0.0006233398,0.0001840292,0.00007743386,0.0001508264,0.0005672576,0.00172088,0.01175809,0.8914694],"study_design_scores_gemma":[0.0004704571,0.0005925057,0.006687259,0.2136296,0.006302074,0.006559785,0.0003848594,0.0002668074,0.0007576118,0.008007086,0.7562667,0.00007531643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008920708,0.9991617,0.00003738949,0.0003579128,0.0001007965,0.000002601133,0.00001126604,0.000001539088,0.0002375559],"genre_scores_gemma":[0.001023394,0.9983993,0.00006186008,0.0002742956,0.0001496741,0.00000449603,0.00001728503,8.424611e-7,0.00006874093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003715146,"threshold_uncertainty_score":0.01242846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878022151961498,"score_gpt":0.3435776031717656,"score_spread":0.2747973816521506,"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."}}