{"id":"W2991109946","doi":"10.1161/circep.118.006857","title":"Does Ventricular Tachycardia Ablation Targeting Local Abnormal Ventricular Activity Elimination Reduce Ventricular Fibrillation Incidence?","year":2019,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Ablation; Cardiology; Ventricular tachycardia; Internal medicine; Catheter ablation; Ventricular fibrillation; Ejection fraction; Heart disease; Tachycardia; Heart failure","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":[0.001214945,0.000134161,0.0004960213,0.0001358828,0.00005649249,0.0003084413,0.0002412056,0.0003285445,0.0005177613],"category_scores_gemma":[0.003488239,0.00006200388,0.0003373528,0.0001459064,0.0002103318,0.0002311185,0.0001290823,0.0002347416,0.000126947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009031294,"about_ca_system_score_gemma":0.000182347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001243053,"about_ca_topic_score_gemma":0.0003110016,"domain_scores_codex":[0.9995221,0.0002402031,0.00005219417,0.00006300209,0.00007262736,0.00004980369],"domain_scores_gemma":[0.9980559,0.001045245,0.0006290887,0.00008507337,0.00007934915,0.0001053349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01145817,0.0013421,0.7635751,0.0004793019,0.001200848,0.0001942678,0.000157854,0.001102478,0.009081723,0.0001354755,0.0004033095,0.2108693],"study_design_scores_gemma":[0.0009817791,0.02316539,0.966938,0.0001270908,0.001016665,0.001287687,0.0001410592,0.00215512,0.002909298,0.0002345377,0.001029906,0.00001339907],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951422,0.003687775,0.0005449713,0.0002495253,0.00001602126,0.00001198055,0.0000261675,0.00000772175,0.0003137123],"genre_scores_gemma":[0.9981349,0.001145218,0.0004089063,0.0001191449,0.00008312095,0.00001049531,0.00004112173,0.000003370774,0.00005369528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001214945,"threshold_uncertainty_score":0.006425381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004747719861670433,"score_gpt":0.2339497038890686,"score_spread":0.2292019840273982,"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."}}