{"id":"W3094869012","doi":"10.1016/j.jacep.2020.09.004","title":"Streamlining Ventricular Tachycardia Ablation Workflow","year":2020,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Biosense Webster; Medtronic; Abbott Laboratories","keywords":"Ablation; Cardiology; Workflow; Ventricular tachycardia; Internal medicine; Medicine; Computer science; Database","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":[0.008500457,0.0006352339,0.000492249,0.001067323,0.003565135,0.007015857,0.002221197,0.01703345,0.0225472],"category_scores_gemma":[0.04005042,0.0007745473,0.001032865,0.0006302464,0.002619371,0.006498421,0.005536466,0.02618151,0.02274114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005041442,"about_ca_system_score_gemma":0.011429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007559534,"about_ca_topic_score_gemma":0.0159707,"domain_scores_codex":[0.9931093,0.001845089,0.001031535,0.0007332274,0.002382878,0.0008978618],"domain_scores_gemma":[0.9640172,0.01306367,0.001495908,0.002896912,0.008502769,0.01002353],"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":[0.0000355387,0.00003577374,0.0007894007,0.00005027006,0.000009666203,0.002037083,0.0004024486,0.0004768658,0.0007179296,0.007842078,0.9296453,0.05795773],"study_design_scores_gemma":[0.00005047541,0.00004557434,0.0008772701,0.0002253138,0.000007795565,0.001811048,0.0004770651,0.001473553,0.0003004447,0.02863308,0.9660566,0.00004165034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007292498,0.0006747624,0.007472066,0.9597761,0.01706955,0.00005390493,0.00007554728,0.0008329676,0.01331581],"genre_scores_gemma":[0.01972336,0.002227719,0.02274812,0.8786706,0.04271245,0.000201127,0.00031944,0.0007587876,0.03263833],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0225472,"threshold_uncertainty_score":0.07542795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194277073835874,"score_gpt":0.3334714914319176,"score_spread":0.3015287206935589,"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."}}