{"id":"W2799632105","doi":"10.1111/jce.13622","title":"Localization of ventricular activation origin using patient‐specific geometry: Preliminary results","year":2018,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Ventricular tachycardia; Catheter ablation; Ablation; Torso; Endocardium; Cardiology; Nuclear medicine; Internal medicine; Anatomy","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":[0.0008631501,0.0005612653,0.0003160338,0.0002013579,0.00008498924,0.0002433405,0.0003024046,0.0002796825,0.0008368471],"category_scores_gemma":[0.004169514,0.0001828146,0.0003245516,0.0001372133,0.0002555779,0.0002177505,0.000357163,0.0002208936,0.0002637662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769168,"about_ca_system_score_gemma":0.0001571363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005157632,"about_ca_topic_score_gemma":0.0004044668,"domain_scores_codex":[0.9995216,0.0002678955,0.000025293,0.00009106693,0.00007058609,0.00002364496],"domain_scores_gemma":[0.9982753,0.001049037,0.0001845332,0.0003141294,0.0001193362,0.00005766387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005904569,0.001424199,0.2400871,0.000466474,0.0005662999,0.001648909,0.001072606,0.168735,0.1702741,0.0008050752,0.001057729,0.4079579],"study_design_scores_gemma":[0.0007107726,0.01026571,0.3488605,0.00003895994,0.0004599721,0.007587871,0.0002722986,0.4950985,0.1325434,0.001430341,0.002553903,0.0001778473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408069,0.0001287184,0.05832398,0.00003696972,0.000009449317,0.00003956586,0.0001204789,0.0001740041,0.0003599107],"genre_scores_gemma":[0.9854178,0.00004570537,0.01419541,0.00001701986,0.000009684942,0.00002356124,0.0001639786,0.00002690767,0.00009989445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008631501,"threshold_uncertainty_score":0.004564822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464680255261811,"score_gpt":0.2568730879327165,"score_spread":0.2422262853800984,"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."}}