{"id":"W4391642893","doi":"10.1016/j.hrthm.2024.02.010","title":"Pulsed field ablation for atrial fibrillation in real-life settings: Efficacy, safety, and lesion durability in patients with recurrences","year":2024,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Vancouver General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Durability; Ablation; Lesion; Economic shortage; Pulmonary vein; Cardiology; Internal medicine; Intensive care medicine; Surgery; Database","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":[0.001118923,0.0001535333,0.0006519414,0.000296349,0.0007094541,0.00126945,0.0003398499,0.005144287,0.001793494],"category_scores_gemma":[0.01460657,0.0001373037,0.000455394,0.0004529614,0.0005518852,0.0008308685,0.000226391,0.003634099,0.0006985582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045351,"about_ca_system_score_gemma":0.0009345328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842876,"about_ca_topic_score_gemma":0.004092191,"domain_scores_codex":[0.9991376,0.0003020033,0.0001521093,0.00009510008,0.0001859769,0.0001272432],"domain_scores_gemma":[0.9938234,0.00394659,0.0006716254,0.0001859864,0.0006535157,0.0007188611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004461661,0.0009542304,0.3178189,0.0003171345,0.0002962248,0.06250177,0.001145157,0.0007371281,0.002806054,0.002631719,0.3848433,0.2214867],"study_design_scores_gemma":[0.004660361,0.00486278,0.4839327,0.001448283,0.0008896662,0.2154427,0.003820068,0.009212848,0.002768435,0.02599024,0.2466567,0.0003152296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2046202,0.007844427,0.000786076,0.7573753,0.007423088,0.00005085174,0.0004437631,0.00007906264,0.02137722],"genre_scores_gemma":[0.6377215,0.005239401,0.00144962,0.3035118,0.04654441,0.0001257014,0.0002224212,0.0000540835,0.005131086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005144287,"threshold_uncertainty_score":0.007584572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047496430845066,"score_gpt":0.3240452662206852,"score_spread":0.2835703019122345,"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."}}