{"id":"W4399389716","doi":"10.1016/j.hrthm.2024.05.063","title":"Sudden cardiac death due to ventricular arrhythmia in diabetes mellitus: A bench to bedside review","year":2024,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Montreal Heart Institute; Ted Rogers Centre for Heart Research; University Health Network","funders":"University of Toronto; Canadian Fertility and Andrology Society","keywords":"Medicine; Sudden cardiac death; Cardiology; Internal medicine; Diabetes mellitus; Glycemic; Pathophysiology; Population; Heart failure; Sudden death; Disease; Cause of death; Intensive care medicine; Insulin; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001131247,0.001053469,0.003027697,0.002680977,0.0002606888,0.001645102,0.001114185,0.001412157,0.003888815],"category_scores_gemma":[0.002867685,0.000400744,0.001428616,0.002188426,0.0004201332,0.001517606,0.001203345,0.002098337,0.001040097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004852122,"about_ca_system_score_gemma":0.001610278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101626,"about_ca_topic_score_gemma":0.003596402,"domain_scores_codex":[0.9995571,0.00008256515,0.0001249807,0.00008443742,0.0001173133,0.00003356389],"domain_scores_gemma":[0.9983174,0.001081437,0.0002743842,0.00002203641,0.0002178546,0.00008685988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001887439,0.00007927117,0.000612173,0.08894972,0.0008558651,0.0003135712,0.00008916201,0.0002757842,0.0005214096,0.001259087,0.04104298,0.8658123],"study_design_scores_gemma":[0.0003044311,0.0004346067,0.00602894,0.1073713,0.005729719,0.003533363,0.0003228026,0.0003586317,0.0002779891,0.002931913,0.8725564,0.0001499656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004463753,0.9994307,0.00003666454,0.0001521107,0.0001722039,0.000002855795,0.00001391539,0.000003475707,0.0001434213],"genre_scores_gemma":[0.0003158661,0.9989432,0.00006948499,0.0003131625,0.0002683407,0.000003563055,0.00001820974,7.996689e-7,0.00006750715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003888815,"threshold_uncertainty_score":0.01300937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820422798736098,"score_gpt":0.322876193100176,"score_spread":0.294671965112815,"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."}}