{"id":"W3212317221","doi":"10.1161/circ.144.suppl_1.10236","title":"Abstract 10236: Prospective Assessment of ECG-Image-based Real-Time Individual Virtual-Heart Automatic Localization (RIVAL) for Scar-Related Ventricular Tachycardia (VT)","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Ventricular tachycardia; Artificial intelligence; Art history; Internal medicine; History; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009737288,0.000368604,0.0002716074,0.0002934985,0.00007674862,0.0004148572,0.0003733097,0.0003510668,0.001402279],"category_scores_gemma":[0.003210367,0.0002178685,0.0001961757,0.0001423036,0.0002270882,0.0003463901,0.0003638581,0.0002147325,0.000398371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925041,"about_ca_system_score_gemma":0.0001746099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003910508,"about_ca_topic_score_gemma":0.0004126331,"domain_scores_codex":[0.9996775,0.000129481,0.00002221116,0.00008321997,0.00006444438,0.0000230884],"domain_scores_gemma":[0.998968,0.0003462412,0.0001660897,0.0001762144,0.0002081474,0.0001352945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01471223,0.001512271,0.653318,0.0003383273,0.0003721011,0.001029757,0.0004671121,0.03810897,0.08127489,0.0004822557,0.001611201,0.2067728],"study_design_scores_gemma":[0.000799477,0.02474489,0.733609,0.0000300326,0.0003784329,0.00432506,0.0002048478,0.2033596,0.0293792,0.000369583,0.002681779,0.0001180651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921029,0.00008570292,0.00703695,0.00001713486,0.000007952137,0.0000602701,0.0001905616,0.0001219143,0.0003766624],"genre_scores_gemma":[0.9958021,0.00002501736,0.003751097,0.00001537317,0.000006987867,0.00003813007,0.000236554,0.0000211314,0.0001035928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001402279,"threshold_uncertainty_score":0.005149662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064784613723317,"score_gpt":0.2884484885788572,"score_spread":0.277800642441624,"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."}}