{"id":"W3182263112","doi":"10.1093/europace/euab155","title":"Pulsed field ablation prevents chronic atrial fibrotic changes and restrictive mechanics after catheter ablation for atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Agence Nationale de la Recherche; Canadian Institutes of Health Research; Equipex; Mach-Gaensslen Foundation of Canada; Universität Basel","keywords":"Ablation; Medicine; Atrial fibrillation; Cardiology; Catheter ablation; Thermal ablation; Internal medicine; Pulmonary vein; Fibrosis; Nuclear medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001857902,0.0001263334,0.0001954614,0.0001191944,0.00009607951,0.0001376472,0.00007834848,0.0001485526,0.000816097],"category_scores_gemma":[0.0008690237,0.00004917212,0.0001183589,0.00007001717,0.00017038,0.0001302316,0.00009914961,0.0002082154,0.0001021836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004724942,"about_ca_system_score_gemma":0.00007875403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000819641,"about_ca_topic_score_gemma":0.00009058403,"domain_scores_codex":[0.9999403,0.000016403,0.00000544382,0.00001093868,0.00001129388,0.0000155346],"domain_scores_gemma":[0.9997368,0.0001149168,0.00007125885,0.00002161245,0.00001818847,0.00003710866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009214023,0.001490832,0.1345699,0.0003673934,0.0001506152,0.00238144,0.0004855349,0.0008889211,0.5502066,0.0001428904,0.0006334853,0.2994684],"study_design_scores_gemma":[0.000499851,0.01412724,0.9471663,0.00003324137,0.00008428095,0.006914271,0.0001257496,0.001234671,0.02806802,0.0001591226,0.001573554,0.00001366953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986629,0.0004962393,0.0005704782,0.00001579707,0.000005345423,0.000007670486,0.000007121818,0.00001369287,0.0002206796],"genre_scores_gemma":[0.9995272,0.00009617079,0.000222018,0.00001300659,0.00001915144,0.000007837626,0.00002343326,0.0000030861,0.00008801863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000816097,"threshold_uncertainty_score":0.002730131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335927599903715,"score_gpt":0.3069085230153802,"score_spread":0.2735492470163431,"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."}}