{"id":"W4398767819","doi":"10.1093/europace/euae102.162","title":"Pulsed field ablation for atrial fibrillation: efficacy, safety and lesion durability in patients with recurrences","year":2024,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Vancouver General Hospital; McGill University","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Lesion; Cardiology; Internal medicine; Radiology; Surgery","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":[0.03521996,0.001229444,0.009328097,0.01178775,0.0004577765,0.003726726,0.001579436,0.002293076,0.003338274],"category_scores_gemma":[0.08449043,0.0007778992,0.01361039,0.01067357,0.0009804631,0.002558206,0.001388392,0.001126306,0.000438145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009473762,"about_ca_system_score_gemma":0.001557114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008206939,"about_ca_topic_score_gemma":0.001516932,"domain_scores_codex":[0.9555094,0.0133816,0.02359455,0.003242176,0.00381792,0.0004543891],"domain_scores_gemma":[0.8431066,0.1089696,0.03723428,0.00321232,0.006969064,0.0005080373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.01245657,0.0001155331,0.1018867,0.4986541,0.3044208,0.0009979588,0.00041703,0.0004151835,0.001522739,0.0003405986,0.001444712,0.07732809],"study_design_scores_gemma":[0.004347784,0.001795293,0.1875601,0.09936761,0.6923067,0.002865883,0.0004840995,0.0006657015,0.001203575,0.001549926,0.007691056,0.0001624142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03108538,0.9642729,0.0009247722,0.0005220774,0.0001411501,0.0005235142,0.001569612,0.00001443561,0.0009462034],"genre_scores_gemma":[0.6737153,0.3166004,0.003020935,0.001236485,0.0009129411,0.001718423,0.002399628,0.00003257159,0.0003633864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03521996,"threshold_uncertainty_score":0.1862631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702865727493479,"score_gpt":0.3225132838855065,"score_spread":0.2854846266105717,"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."}}