{"id":"W4410487906","doi":"10.1016/j.pcad.2025.05.007","title":"Pulsed field ablation: The basics relating to effectiveness, durability, and safety","year":2025,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Sociedad Española de Cardiología","keywords":"Medicine; Ablation; Percutaneous; Cardiology; Pulmonary vein; Lesion; Catheter ablation; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001399538,0.0003379653,0.001041827,0.0000932024,0.0001411581,0.00006932769,0.0003024739,0.0003078429,0.000006479369],"category_scores_gemma":[0.001744404,0.0002567558,0.00093502,0.0004218573,0.00009964409,0.000006220526,0.0004464563,0.0002431816,0.000001602632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006633427,"about_ca_system_score_gemma":0.0002410161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009046464,"about_ca_topic_score_gemma":0.000005117045,"domain_scores_codex":[0.9965389,0.001896674,0.0004177773,0.0007153525,0.0002005513,0.0002306842],"domain_scores_gemma":[0.9981184,0.000605008,0.0001066336,0.000993634,0.00009925095,0.00007709427],"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":[0.00004091633,0.00003337484,0.003269959,0.01082227,0.0009051122,0.000003997152,0.000007698489,0.00005678594,0.000001853534,0.00006032631,0.00008951472,0.9847082],"study_design_scores_gemma":[0.0002950904,0.00005030072,0.003075761,0.0057607,0.001407873,0.00001295913,0.000007546768,0.000003197488,0.0001040116,0.00009636157,0.9888138,0.0003723834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006068631,0.9937725,0.00361563,0.00005436533,0.0001921832,0.002001193,0.00006637609,0.00001728317,0.0002198043],"genre_scores_gemma":[0.001105574,0.9968836,0.0006984971,0.00005076181,0.0002416034,0.0007297188,0.0002043,0.00003680489,0.00004914502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9887243,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764732525805,"score_gpt":0.3423918891187318,"score_spread":0.3247445638606818,"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."}}