{"id":"W2935610558","doi":"10.1016/j.hrthm.2019.04.002","title":"How to use the 12-lead ECG to predict the site of origin of idiopathic ventricular arrhythmias","year":2019,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Catheter ablation; Cardiology; Ablation; Internal medicine; Lead (geology); Ventricular tachycardia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006931333,0.0006015228,0.003056718,0.0002532996,0.00009845621,0.00005827481,0.0001361031,0.0003071502,0.00002567189],"category_scores_gemma":[0.0004280048,0.0002999837,0.00163647,0.0007875485,0.0001077518,0.00008018981,0.0002345237,0.0005463419,0.0003978434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882541,"about_ca_system_score_gemma":0.0005299577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371373,"about_ca_topic_score_gemma":0.00001509532,"domain_scores_codex":[0.9967603,0.0003498808,0.0008518159,0.0006201956,0.0008904477,0.0005273251],"domain_scores_gemma":[0.996532,0.000446154,0.0004261206,0.002093544,0.0002417907,0.0002604339],"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":[0.0003951687,0.0003870048,0.002898507,0.0379184,0.004080324,0.003728899,0.00113953,0.00005185002,0.00001138542,0.0003607428,0.03199361,0.9170346],"study_design_scores_gemma":[0.0004464681,0.000471587,0.0009602782,0.01419304,0.002619724,0.006041521,0.00002636434,0.000008177679,0.00002137111,0.000003192211,0.9749668,0.0002414495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004954714,0.9859452,0.00009771172,0.001841079,0.0009435729,0.005597389,0.00044947,0.00004168555,0.0001291897],"genre_scores_gemma":[0.008758635,0.9837794,0.0004574802,0.0005343092,0.001515437,0.0004729807,0.0001307896,0.0001669956,0.004183935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9429732,"threshold_uncertainty_score":0.9999452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0571345038501949,"score_gpt":0.3186870695181899,"score_spread":0.261552565667995,"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."}}