{"id":"W2208160373","doi":"10.1016/j.hrthm.2015.05.033","title":"Finding the optimal ablation site in ventricular tachycardia through a single electrogram: Is it too good to be true?","year":2015,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Ablation; Ventricular tachycardia; Cardiology; Internal medicine; Catheter ablation; 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":[0.0003262826,0.0004727445,0.0009047973,0.0001998674,0.0001323169,0.0001063983,0.00006482794,0.0005892181,0.0001176558],"category_scores_gemma":[0.00008448411,0.0003598215,0.0005544705,0.0006336542,0.00004304999,0.0001303109,0.00009306998,0.001173266,0.0004042746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007168213,"about_ca_system_score_gemma":0.0002074842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004187197,"about_ca_topic_score_gemma":0.00002592378,"domain_scores_codex":[0.9970313,0.0001496808,0.0004572949,0.0006694688,0.00086389,0.0008283187],"domain_scores_gemma":[0.9986931,0.0001234792,0.0001270573,0.0007765994,0.0001422384,0.0001374925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007297168,0.0000739822,0.0006992731,0.00005348731,0.0002842618,0.009339133,0.001858711,0.00005400989,0.00001297933,0.000006933326,0.9868661,0.0006781613],"study_design_scores_gemma":[0.001241193,0.000431912,0.0007703896,0.0001955469,0.0003905822,0.007431464,0.00007851391,0.00005035629,0.0002247492,0.00002739914,0.9888278,0.000330056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.111269,0.002422846,0.0001252771,0.8770436,0.0008186566,0.002417103,0.000194456,0.0001030669,0.005606035],"genre_scores_gemma":[0.1146092,0.00009647517,0.002717786,0.8637732,0.008748206,0.0004721311,0.002011877,0.0002149334,0.007356268],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01327044,"threshold_uncertainty_score":0.9998854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670829497078228,"score_gpt":0.3115801090950339,"score_spread":0.2648718141242516,"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."}}