{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006199481,0.0001496882,0.0005127187,0.0002523375,0.00003868634,0.00001685427,0.00003565015,0.00006501742,0.0001749551],"category_scores_gemma":[0.0002044855,0.00007901077,0.0002878249,0.0001957426,0.00003547403,0.0001002396,0.000008563452,0.0001909695,0.00001139252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009161978,"about_ca_system_score_gemma":0.0002489251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002442453,"about_ca_topic_score_gemma":0.000001838852,"domain_scores_codex":[0.9988111,0.00003457836,0.0004318251,0.0001433646,0.0003970856,0.0001820385],"domain_scores_gemma":[0.9991119,0.00022503,0.0001220333,0.0001353969,0.0001576636,0.0002479609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003741741,0.0001317461,0.002485922,0.0004956124,0.002371055,0.02568998,0.003505819,0.00008231645,0.0008684597,0.000397367,0.08102655,0.8792034],"study_design_scores_gemma":[0.06629908,0.004634425,0.003924845,0.002297187,0.003067965,0.04533398,0.0001988383,0.0006013861,0.0009294202,0.001067931,0.8714572,0.0001877007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90881,0.03696437,0.01694557,0.02668441,0.006824202,0.001086723,0.00003367796,0.00007905703,0.002571988],"genre_scores_gemma":[0.9827316,0.0007240043,0.0009408347,0.0002706096,0.01360721,0.000004653792,0.00002853503,0.00003014277,0.001662399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8790157,"threshold_uncertainty_score":0.3221965,"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."}}