{"id":"W2734939744","doi":"10.1016/j.jacep.2017.02.024","title":"Real-Time Localization of Ventricular Tachycardia Origin From the 12-Lead Electrocardiogram","year":2017,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Dalhousie University; Nova Scotia Health Authority; Queen Elizabeth II Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Ventricular tachycardia; QRS complex; Cardiology; Medicine; Catheter ablation; Electrocardiography; Internal medicine; Population; Ablation; Lead (geology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434008,0.0002488193,0.001154252,0.00004061411,0.0002874312,0.00002737478,0.0002809692,0.0003279024,0.00007787279],"category_scores_gemma":[0.0007591129,0.0001606941,0.000973029,0.000114826,0.0004072971,0.00006524433,0.0001185733,0.0003988748,0.0001837031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007136149,"about_ca_system_score_gemma":0.00019004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009560123,"about_ca_topic_score_gemma":0.00001173352,"domain_scores_codex":[0.997681,0.0003643515,0.0006786675,0.0005416541,0.0002680842,0.0004662849],"domain_scores_gemma":[0.9971362,0.0006154539,0.0005050973,0.001439539,0.0001656181,0.0001380482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008476317,0.002192809,0.7474557,0.00006828587,0.01097658,0.002514469,0.0001029063,0.0001836866,0.06181692,0.001649562,0.03219199,0.1323708],"study_design_scores_gemma":[0.004261649,0.002835242,0.969569,0.00005710501,0.001445725,0.00008741359,0.000007685374,0.001291659,0.003906223,0.002269411,0.01399653,0.0002723919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950279,0.0004371835,0.0004614389,0.0006933482,0.000441609,0.0005933323,0.00003556963,0.00006630167,0.00224329],"genre_scores_gemma":[0.9950216,0.00208287,0.0003427787,0.0003923073,0.001571644,0.00003793801,0.0003050386,0.00003819625,0.0002075641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2221133,"threshold_uncertainty_score":0.6552914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544902066445305,"score_gpt":0.3499756372874839,"score_spread":0.3245266166230308,"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."}}