{"id":"W3134407919","doi":"10.1111/jce.14980","title":"Safety and chronic lesion characterization of pulsed field ablation in a Porcine model","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"Medtronic","keywords":"Medicine; Ablation; Atrial fibrillation; Pulmonary vein; Fibrosis; Cardiology; Internal medicine; Thrombus; Catheter ablation; Intracardiac injection; Stenosis; Lesion; Superior vena cava; Catheter; Surgery; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002568633,0.00007292837,0.0005899334,0.0001539542,0.00001676814,0.000003289427,0.0000252941,0.00007841859,0.00001659192],"category_scores_gemma":[0.0001056113,0.00006152972,0.0003419294,0.0001976264,0.0000144132,0.00009020351,0.00001989962,0.0001235374,3.900018e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006237881,"about_ca_system_score_gemma":0.0001340215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002566413,"about_ca_topic_score_gemma":9.129603e-7,"domain_scores_codex":[0.9990994,0.0001006584,0.0004191457,0.0001012615,0.0001761817,0.0001033649],"domain_scores_gemma":[0.999433,0.00003412515,0.0001767109,0.0001320235,0.0001948309,0.00002930343],"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":[0.0007212068,0.000009757499,0.002151005,0.00008562446,0.0005250259,0.00003248361,0.00002828264,0.01513864,0.9667912,0.0002285159,0.000004194971,0.0142841],"study_design_scores_gemma":[0.01222084,0.002557459,0.6382552,0.000304728,0.00165902,0.0004609269,0.0000312773,0.07935082,0.2584619,0.001198305,0.005222464,0.0002770516],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672932,0.002357376,0.02936995,0.0007113969,0.00006849766,0.0001137599,4.932561e-7,0.000003331269,0.00008200411],"genre_scores_gemma":[0.9931334,0.00608538,0.0002757059,0.00006619545,0.0003283992,2.319755e-7,0.00001950103,0.000007470035,0.00008367375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7083293,"threshold_uncertainty_score":0.2509109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994148648372525,"score_gpt":0.273276636392,"score_spread":0.2533351499082748,"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."}}