{"id":"W4409887872","doi":"10.1016/j.jacc.2025.03.515","title":"Pulsed Field Ablation for Persistent Atrial Fibrillation","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre","funders":"Boston Scientific Corporation","keywords":"Medicine; Atrial fibrillation; Cardiology; Ablation; Internal medicine","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":[0.001785824,0.0001906153,0.0004411343,0.0002362991,0.0001280524,0.0002978511,0.0001695533,0.0001959854,0.002422382],"category_scores_gemma":[0.002318384,0.00005362105,0.0003016907,0.0001839378,0.0002759113,0.0001727095,0.0001984453,0.0005413131,0.0003183229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001390504,"about_ca_system_score_gemma":0.0002611826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006002451,"about_ca_topic_score_gemma":0.00007316213,"domain_scores_codex":[0.9994745,0.0002177744,0.00006593747,0.00006114991,0.0001460043,0.00003476702],"domain_scores_gemma":[0.9980953,0.001130841,0.0004722725,0.0001004642,0.0001067343,0.00009437886],"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":[0.02248922,0.001286083,0.1420477,0.002260816,0.0007383492,0.001146529,0.0003023571,0.001777546,0.03123108,0.001505597,0.004184144,0.7910306],"study_design_scores_gemma":[0.01944367,0.1709291,0.6604515,0.001528535,0.001986216,0.04056229,0.0002544928,0.01021615,0.0293695,0.007707973,0.05745381,0.00009693111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396129,0.03874528,0.01371414,0.001118318,0.000181817,0.0002706723,0.0002886966,0.0001011044,0.005967139],"genre_scores_gemma":[0.9922664,0.004585572,0.001803081,0.0003023069,0.0003126274,0.0001107739,0.0001373943,0.00001066818,0.0004711776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002422382,"threshold_uncertainty_score":0.009444475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967022407261082,"score_gpt":0.3245075970984334,"score_spread":0.2948373730258225,"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."}}