{"id":"W3103900751","doi":"10.1161/circ.142.suppl_3.14725","title":"Abstract 14725: Image-based Virtual-heart Predictions Co-localize With ECG-based Automated Localization of Scar-related Ventricular Tachycardias","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Ablation; Cardiology; Endocardium; Ventricular tachycardia; Population; Internal medicine; Catheter ablation","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":[0.0006342073,0.0002973778,0.0002681804,0.0004594493,0.00007401601,0.0005788818,0.0003374697,0.0002875732,0.001485018],"category_scores_gemma":[0.002337724,0.0001468837,0.0001987646,0.0001549479,0.0001985398,0.0003015921,0.000378059,0.0001563925,0.0005028043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410823,"about_ca_system_score_gemma":0.0002006832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111938,"about_ca_topic_score_gemma":0.0006113112,"domain_scores_codex":[0.9997354,0.00007303672,0.00001301572,0.00008414713,0.0000781352,0.00001627061],"domain_scores_gemma":[0.9995307,0.0002161963,0.00007785658,0.0000546669,0.00009418248,0.00002649159],"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":[0.001309734,0.0001843555,0.1030942,0.0002613667,0.0001897881,0.0007065749,0.0002440489,0.1201442,0.2064987,0.001011745,0.002434651,0.5639207],"study_design_scores_gemma":[0.0001006175,0.000647461,0.1142889,0.00002723031,0.00009181847,0.001857417,0.00007971562,0.8191544,0.05945833,0.001442004,0.002801585,0.00005057089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5146591,0.0002527295,0.4808974,0.00009985663,0.00004264171,0.000078344,0.0003744229,0.001824174,0.001771437],"genre_scores_gemma":[0.9515976,0.00005772104,0.04747427,0.00003925942,0.00002607822,0.00002892581,0.0002465631,0.00006168363,0.0004678297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001485018,"threshold_uncertainty_score":0.004967868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139429221057577,"score_gpt":0.2595656709084098,"score_spread":0.248171378697834,"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."}}