{"id":"W4415071030","doi":"10.1016/j.jacep.2025.08.025","title":"Ventricular Tachycardia Cycle Length and Response to Rhythm Control Therapy","year":2025,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Population Health Research Institute; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Ventricular tachycardia; Rhythm; Electrocardiography; Ventricular fibrillation; Tachycardia; Sinus rhythm","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":[0.0004738137,0.0002228602,0.000953618,0.0001304182,0.0001001606,0.00001336762,0.00006208944,0.0002492414,0.00003393808],"category_scores_gemma":[0.0006611435,0.0001694309,0.0004069656,0.0002906222,0.0001202268,0.00002809122,0.00005985076,0.0003585203,0.00008429894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000794446,"about_ca_system_score_gemma":0.0002060053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003199467,"about_ca_topic_score_gemma":0.000001457884,"domain_scores_codex":[0.9978019,0.0005542036,0.0004895385,0.0005801885,0.0001235284,0.0004506659],"domain_scores_gemma":[0.9979942,0.001106622,0.0000769687,0.0004822028,0.0001031469,0.0002368274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1530971,0.002525104,0.06311108,0.00006182104,0.007003345,0.007193816,0.000128202,0.0001062323,0.06284613,0.002510214,0.01309933,0.6883176],"study_design_scores_gemma":[0.01410581,0.005841566,0.913199,0.00003879232,0.0003230433,0.000255201,0.00001238098,0.0001604833,0.001020228,0.001243033,0.06355988,0.0002405693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906647,0.002598337,0.0002353412,0.004793574,0.0003829141,0.000780536,0.00001451125,0.00007053247,0.0004596011],"genre_scores_gemma":[0.9886279,0.001465702,0.0002359523,0.008726062,0.0004050702,0.00009803339,0.00001564422,0.00002164297,0.000403975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8500879,"threshold_uncertainty_score":0.690919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045216011649547,"score_gpt":0.3476368216514585,"score_spread":0.337184661534963,"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."}}