{"id":"W4380794043","doi":"10.1161/circ.146.suppl_1.12155","title":"Abstract 12155: Trends in Catheter Ablation of Ventricular Tachycardia in Patients With Ischemic and Nonischemic Cardiomyopathy: A National Inpatient Sample Trend in the Years 2016-2019","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiogenic shock; Cardiology; Internal medicine; Ventricular tachycardia; Pericardial effusion; Catheter ablation; Cardiomyopathy; Ischemic cardiomyopathy; Canadian Cardiovascular Society; Ejection fraction; Ablation; Heart failure; Myocardial infarction; Angina","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008064839,0.0001843251,0.0003216974,0.001337772,0.0002993149,0.0007265232,0.0005532138,0.0003624517,0.0021551],"category_scores_gemma":[0.003978294,0.0002074146,0.0005692819,0.002241374,0.0002101282,0.0007618506,0.0008703815,0.0006598451,0.0005618923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002479,"about_ca_system_score_gemma":0.001147973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03199995,"about_ca_topic_score_gemma":0.0440123,"domain_scores_codex":[0.9986984,0.0001254707,0.0003605499,0.0002840366,0.0003266576,0.0002049438],"domain_scores_gemma":[0.9952182,0.0002756536,0.003062129,0.0001240776,0.0008218227,0.0004981479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003681512,0.00001086796,0.9966407,0.00005782703,0.00003383643,0.00003042952,0.00006141886,0.00003850212,0.00009141571,0.00003858791,0.001206224,0.001753328],"study_design_scores_gemma":[0.000001797591,0.00001336654,0.9989765,0.00003247779,0.000009456128,0.0001239024,0.0001540153,0.0001179298,0.00003767123,0.00001099483,0.0005192451,0.000002716019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963036,0.001505053,0.0002367768,0.0009481293,0.00007146063,0.00002978201,0.03172969,0.00003399487,0.002409151],"genre_scores_gemma":[0.9758304,0.001066319,0.0002793496,0.0003455917,0.00007308854,0.00006055035,0.02171968,0.00001323101,0.0006118108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03199995,"threshold_uncertainty_score":0.06362736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007714292367325529,"score_gpt":0.2278726345544662,"score_spread":0.2201583421871407,"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."}}