{"id":"W4353048118","doi":"10.1016/j.jacep.2023.01.030","title":"Ventricular Tachycardia and ICD Therapy Burden With Catheter Ablation Versus Escalated Antiarrhythmic Drug Therapy","year":2023,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; Royal Jubilee Hospital; McMaster University; Canadian VIGOUR Centre; Queen Elizabeth II Health Sciences Centre; Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Internal medicine; Ventricular tachycardia; Amiodarone; Catheter ablation; Refractory (planetary science); Myocardial infarction; Ablation; Implantable cardioverter-defibrillator; Randomized controlled trial; Pharmacotherapy; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00283028,0.0003372121,0.001222363,0.0002564012,0.0001112325,0.0005767857,0.0004125798,0.000459277,0.002204731],"category_scores_gemma":[0.003919605,0.0001628654,0.001474356,0.0003111686,0.0004457303,0.0005474811,0.0006483501,0.001117546,0.0001560756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823123,"about_ca_system_score_gemma":0.0004645807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002130904,"about_ca_topic_score_gemma":0.0003843608,"domain_scores_codex":[0.9976943,0.001393484,0.0002797385,0.0002588861,0.0002259839,0.0001476324],"domain_scores_gemma":[0.9974662,0.001162352,0.0008699223,0.0001400805,0.00006203829,0.0002993824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8569323,0.004854471,0.02866473,0.0008937148,0.006262846,0.00006602915,0.0001114687,0.005345975,0.005606039,0.0008344749,0.0006309718,0.08979697],"study_design_scores_gemma":[0.5695488,0.2863068,0.1193058,0.0002978708,0.008068745,0.000273863,0.0001142248,0.009035238,0.002509474,0.002213281,0.0022699,0.00005611916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951574,0.002561182,0.0005542557,0.0002386948,0.00006636368,0.0002389859,0.000172155,0.00001098643,0.0010001],"genre_scores_gemma":[0.9977692,0.0006822208,0.0006011805,0.0002071681,0.00008311586,0.0002737831,0.0002022593,0.000002801776,0.0001781578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00283028,"threshold_uncertainty_score":0.01496816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597645931455508,"score_gpt":0.3303216805088923,"score_spread":0.3043452211943372,"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."}}