{"id":"W4281489932","doi":"10.1016/j.hrthm.2022.05.020","title":"Troponin release after pulmonary vein isolation using pulsed field ablation compared to radiofrequency and cryoballoon ablation","year":2022,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Gottfried und Julia Bangerter-Rhyner-Stiftung; Johnson and Johnson; Biotronik; Schweizerische Herzstiftung; Mach-Gaensslen Foundation of Canada; Boston Scientific Corporation; Biosense Webster; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Medtronic; Roche; Bayer; Daiichi-Sankyo; Pfizer; Universität Basel; Bristol-Myers Squibb; Abbott Laboratories","keywords":"Medicine; Cryoablation; Pulmonary vein; Atrial fibrillation; Ablation; Radiofrequency ablation; Cardiology; Internal medicine; Catheter ablation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002277886,0.00012791,0.0002278266,0.0002178665,0.0002449471,0.00003294037,0.00002132834,0.00004714273,0.0009344903],"category_scores_gemma":[0.00007398056,0.0001383515,0.00007200718,0.0003315245,0.00001274102,0.0002038751,0.00006095148,0.0001275185,0.00002148424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626699,"about_ca_system_score_gemma":0.00003841375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240092,"about_ca_topic_score_gemma":0.000005470018,"domain_scores_codex":[0.9988251,0.0001016883,0.000309999,0.0002674744,0.0003085354,0.0001872413],"domain_scores_gemma":[0.9995089,0.00006985254,0.00007375016,0.000190901,0.00004832214,0.0001083142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005269716,0.00008484945,0.9071627,0.000247402,0.000125692,0.0002289088,0.001528439,0.02274748,0.03834366,0.0008864127,0.004808731,0.01856601],"study_design_scores_gemma":[0.002121406,0.0005232822,0.6557335,0.00008111189,0.0001879786,0.0005625385,0.0003022053,0.2365823,0.0006382744,0.0004416946,0.10238,0.00044575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864777,0.0003045568,0.004339133,0.006960922,0.0003651716,0.0008462112,0.000005761517,0.00008678583,0.0006137033],"genre_scores_gemma":[0.9940684,0.00001097288,0.002946192,0.001197911,0.0005999922,0.00001675087,0.00008262786,0.00002079689,0.001056353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2514292,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0386551163382701,"score_gpt":0.3083337786142972,"score_spread":0.2696786622760271,"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."}}