{"id":"W3111507359","doi":"10.1161/circ.142.suppl_3.15589","title":"Abstract 15589: Mitochondrial Metabolites Predict Cardiovascular Outcomes and Heart Failure in People With Type 2 Diabetes Mellitus and Vascular Disease: A Tecos Substudy","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre","funders":"","keywords":"Medicine; Mace; Internal medicine; Diabetes mellitus; Type 2 diabetes; Cardiology; Metabolite; Type 2 Diabetes Mellitus; Heart failure; Ejection fraction; Myocardial infarction; Endocrinology; Gastroenterology","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":[0.001674683,0.0005399663,0.0007810832,0.000496367,0.000554272,0.0007493419,0.0003727105,0.000562388,0.002033114],"category_scores_gemma":[0.001223809,0.0002372565,0.0009299505,0.0009465831,0.0003210185,0.0004064663,0.0005538812,0.000532072,0.0003173109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650281,"about_ca_system_score_gemma":0.0003687123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174465,"about_ca_topic_score_gemma":0.004925106,"domain_scores_codex":[0.999454,0.0002721691,0.00006479203,0.00008072216,0.00006549766,0.00006281303],"domain_scores_gemma":[0.9991837,0.0001955993,0.0002522647,0.000110014,0.0001100971,0.0001482839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05561317,0.0007352976,0.9193746,0.0007132796,0.005546201,0.0001314884,0.0001090061,0.0002339293,0.002251399,0.00007364323,0.001916891,0.01330105],"study_design_scores_gemma":[0.00683878,0.003385167,0.9820731,0.0001130392,0.004938083,0.0001616336,0.00008420125,0.0002667395,0.0004833915,0.000102756,0.001535216,0.00001795477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874247,0.004061582,0.0002077721,0.0002223123,0.00004919523,0.0003061947,0.006354747,0.00001415288,0.001359474],"genre_scores_gemma":[0.9903641,0.001153543,0.0003096182,0.0002452551,0.0001731683,0.0004090298,0.006739676,0.000004190624,0.000601408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002174465,"threshold_uncertainty_score":0.008856654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006091631607308309,"score_gpt":0.2011268493275518,"score_spread":0.1950352177202435,"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."}}