{"id":"W4399476438","doi":"10.1172/jci.insight.168825","title":"Glycolytic lactate in diabetic kidney disease","year":2024,"lang":"en","type":"article","venue":"JCI Insight","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; National Institutes of Health; National Medical Research Council; University of Toronto; Eli Lilly and Company; AstraZeneca; CSL Behring; York University; Insulet Corporation; Diabetes Canada; Sanofi; Kidney Foundation of Canada; Novo Nordisk; Small Business Innovation Research; National Institute of Diabetes and Digestive and Kidney Diseases; Boehringer Ingelheim; U.S. Department of Veterans Affairs","keywords":"Internal medicine; Endocrinology; Glycolysis; Medicine; Diabetes mellitus; Urine; Type 2 diabetes; Creatinine; Renal function; Kidney disease; Metabolism","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007313467,0.0001663076,0.0002375083,0.0002320975,0.00002717053,0.00005878375,0.00006894233,0.00005636243,0.001266931],"category_scores_gemma":[0.0003152302,0.0001347819,0.000134726,0.0004245741,0.00005850615,0.0001387412,0.00004306736,0.0001980122,0.00103233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847032,"about_ca_system_score_gemma":0.001197707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001711861,"about_ca_topic_score_gemma":0.000003573568,"domain_scores_codex":[0.9988291,0.00002616498,0.0002276062,0.0003416304,0.0002309834,0.0003445702],"domain_scores_gemma":[0.9986159,0.00008049107,0.00001522695,0.0003165805,0.00002262704,0.0009492097],"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":[0.001341155,0.003644101,0.2738419,0.01362501,0.000726181,0.02017041,0.004019211,0.00003397494,0.01615269,0.01558621,0.6168996,0.03395962],"study_design_scores_gemma":[0.004237339,0.0002593781,0.141992,0.003549567,0.0006448618,0.00001376126,0.00006329741,0.01113651,0.002643876,0.004179631,0.8306857,0.0005940498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9387584,0.0144349,0.000009445352,0.009190744,0.0007410806,0.0005543731,0.00007416222,0.0003445053,0.03589238],"genre_scores_gemma":[0.9909641,0.0001669457,0.00002214833,0.004188316,0.0002928137,0.00006334556,0.000116402,0.00003806555,0.004147932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2137862,"threshold_uncertainty_score":0.9997455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130841204119849,"score_gpt":0.2667186310230841,"score_spread":0.2554102189818856,"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."}}