{"id":"W4404442314","doi":"10.1056/nejmoa2409501","title":"Catheter Ablation or Antiarrhythmic Drugs for Ventricular Tachycardia","year":2024,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Kelowna General Hospital; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre; Institut universitaire de cardiologie et de pneumologie de Québec; University of British Columbia; Centre Hospitalier Universitaire de Sherbrooke; Montreal Heart Institute; University of Ottawa; McGill University Health Centre; Population Health Research Institute; Queen Elizabeth II Health Sciences Centre; Hamilton Health Sciences; Dalhousie University; Western University","funders":"Johnson and Johnson; Nova Scotia Health Authority; Canadian Institutes of Health Research; Dalhousie University; Heart and Stroke Foundation of Canada","keywords":"Ventricular tachycardia; Cardiology; Catheter ablation; Medicine; Internal medicine; Ablation; Catheter; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001443856,0.0003070672,0.000982555,0.0002539227,0.0002195053,0.0003282974,0.000352467,0.0007443527,0.003948226],"category_scores_gemma":[0.001852008,0.0001021269,0.0007500891,0.0003496952,0.0003389925,0.0001673592,0.0002237474,0.0007671886,0.0004569031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784647,"about_ca_system_score_gemma":0.0004680538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259048,"about_ca_topic_score_gemma":0.0002210338,"domain_scores_codex":[0.9991466,0.0004242159,0.0001082366,0.0001333758,0.0001005573,0.00008699016],"domain_scores_gemma":[0.9984418,0.0006407949,0.0004968735,0.00007459704,0.00004773082,0.0002982189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4593906,0.006522155,0.1093028,0.01184535,0.00382257,0.001198007,0.0002269307,0.0009388674,0.01553692,0.002865101,0.01145957,0.3768912],"study_design_scores_gemma":[0.4825323,0.2069833,0.2173994,0.002627779,0.005075677,0.005474856,0.0001803441,0.001939616,0.006120208,0.003726591,0.06786011,0.0000797413],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035819,0.07851694,0.002124351,0.002525479,0.002210388,0.00166182,0.0009152221,0.00005855701,0.008405305],"genre_scores_gemma":[0.9703022,0.01744895,0.001926489,0.003956247,0.001900445,0.001611941,0.0006490714,0.00001175799,0.002192815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003948226,"threshold_uncertainty_score":0.01320809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679172649424568,"score_gpt":0.3052771693625533,"score_spread":0.2884854428683076,"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."}}