{"id":"W2980239165","doi":"10.1161/circep.117.005110","title":"Early Catheter Ablation for Unstable Ventricular Tachycardia","year":2017,"lang":"en","type":"letter","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Capital District Health Authority","funders":"","keywords":"Cardiology; Catheter ablation; Internal medicine; Ablation; Ventricular tachycardia; Medicine; Catheter; Surgery","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":[0.00008287553,0.0004071439,0.0009028311,0.000199606,0.0003866153,0.00007037311,0.00005923978,0.0009004905,0.00002939131],"category_scores_gemma":[0.00006213855,0.0003671643,0.0005098272,0.00006945962,0.000109701,0.0001184365,0.00003047675,0.0006083064,0.00004779519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001832353,"about_ca_system_score_gemma":0.0001457133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005859862,"about_ca_topic_score_gemma":5.991773e-7,"domain_scores_codex":[0.9980779,0.00007223881,0.0003294582,0.0007223379,0.0002047736,0.0005933376],"domain_scores_gemma":[0.998611,0.00007878102,0.0003395316,0.000664242,0.000209153,0.00009731185],"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":[0.001886171,0.0002362327,0.007116839,0.002791026,0.008606824,0.02282421,0.0005554956,0.0004735437,0.01677068,0.001194667,0.8769683,0.06057598],"study_design_scores_gemma":[0.003846299,0.001115013,0.08378266,0.0001440541,0.001743819,0.00330044,0.000002789508,0.0009220173,0.000292872,0.003501178,0.9005802,0.000768696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7931489,0.004072892,0.004063009,0.1888122,0.002145585,0.0050212,0.0003337936,0.0002712551,0.002131223],"genre_scores_gemma":[0.9306082,0.0002588452,0.0004637101,0.04440647,0.01574444,0.000489377,0.00547268,0.0001616491,0.002394684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444057,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337830976866393,"score_gpt":0.2583509875635811,"score_spread":0.2449726777949172,"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."}}