{"id":"W4400944885","doi":"10.1016/j.jacep.2024.06.012","title":"Epicardial Pulsed Field Ablation for the Treatment of Paroxysmal Atrial Fibrillation During Cardiac Surgery","year":2024,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Cardiology; Internal medicine; Paroxysmal atrial fibrillation; Medicine; Ablation; Atrial fibrillation; Catheter ablation","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":[0.0003327403,0.00009806452,0.0001586296,0.0002946482,0.0001150009,0.0003817569,0.0001331711,0.0002130884,0.002089334],"category_scores_gemma":[0.001721847,0.00003563151,0.0002140924,0.0002017973,0.0001862105,0.0002300724,0.0002162247,0.0005223712,0.0002482682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009126701,"about_ca_system_score_gemma":0.0002127082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000138657,"about_ca_topic_score_gemma":0.0003026175,"domain_scores_codex":[0.9998261,0.00006002466,0.00001774427,0.00001624238,0.00005432482,0.00002549426],"domain_scores_gemma":[0.9995145,0.0002194834,0.0001431404,0.00002349728,0.0000338477,0.00006557626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002657203,0.0005436019,0.05549962,0.000733914,0.0003301782,0.001618537,0.0002183548,0.0005916408,0.008969569,0.00131911,0.007505313,0.9200128],"study_design_scores_gemma":[0.001928695,0.01085306,0.9055554,0.001510252,0.0008355364,0.03035082,0.00046825,0.004453788,0.00443779,0.007225571,0.0323212,0.00005958416],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437911,0.1022379,0.008619547,0.005129864,0.001129098,0.0001013364,0.0002962202,0.0001169304,0.03857805],"genre_scores_gemma":[0.9845794,0.01213542,0.0009032375,0.0005047562,0.0008356323,0.00002320475,0.0000944177,0.00001073142,0.0009131589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002089334,"threshold_uncertainty_score":0.006989479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08129551033145517,"score_gpt":0.3979456004782154,"score_spread":0.3166500901467603,"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."}}