{"id":"W4381337620","doi":"10.2337/db23-12-or","title":"12-OR: Urine Lactate Is a Disease Biomarker for Diabetic Kidney Disease","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Renal function; Internal medicine; Endocrinology; Type 2 diabetes; Diabetes mellitus; Kidney disease; Creatinine; Biomarker; Glycemic; Urine; Kidney; Urology; Chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009829239,0.0006223453,0.0007586111,0.0007428062,0.0002656456,0.001170409,0.0004065399,0.0005634691,0.003214108],"category_scores_gemma":[0.0009051891,0.0001335662,0.0003447639,0.00100001,0.0002360347,0.0004281603,0.0006306142,0.0005264148,0.0005160772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272374,"about_ca_system_score_gemma":0.0002356749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000863812,"about_ca_topic_score_gemma":0.001439172,"domain_scores_codex":[0.9994037,0.0001495728,0.00008073465,0.0001214899,0.0001439295,0.0001005217],"domain_scores_gemma":[0.9994075,0.00006307091,0.0002701773,0.00003980766,0.00009661622,0.0001227206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00647587,0.0004546493,0.9177323,0.000442252,0.0004671586,0.0005593853,0.0001176292,0.0001935449,0.03539299,0.0001574762,0.00174291,0.03626389],"study_design_scores_gemma":[0.0001184664,0.001381086,0.9811926,0.0000908013,0.0002488294,0.001506287,0.0001650809,0.0009906782,0.0110332,0.0002749393,0.002971136,0.00002705347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791297,0.01079108,0.002320853,0.0003711511,0.0001854581,0.00007222431,0.003079316,0.0001355436,0.003914683],"genre_scores_gemma":[0.9932075,0.0009455723,0.002146083,0.0002463142,0.00008240042,0.00006359583,0.001212328,0.00001426178,0.00208196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003214108,"threshold_uncertainty_score":0.01075232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194439020631381,"score_gpt":0.2932134202620127,"score_spread":0.2612690300556989,"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."}}