{"id":"W4225371338","doi":"10.1007/s00467-022-05531-3","title":"Plasma levels of carboxylic acids are markers of early kidney dysfunction in young people with type 1 diabetes","year":2022,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Research Resources; Novo Nordisk; Sanofi; Horizon Pharma; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Albuminuria; Renal function; Internal medicine; Medicine; Endocrinology; Type 1 diabetes; Creatinine; Diabetes mellitus; Kidney disease; Type 2 diabetes; Metabolite","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002343679,0.0001313028,0.000324569,0.0002218614,0.00005129925,0.000002434623,0.0001524925,0.00007923118,0.0001105937],"category_scores_gemma":[0.0001036535,0.0001252604,0.00005367854,0.0005774196,0.00005455641,0.000003203756,0.0001980503,0.0001306596,7.644883e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001733726,"about_ca_system_score_gemma":0.0001206476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120967,"about_ca_topic_score_gemma":0.0002580402,"domain_scores_codex":[0.9989654,0.0001124959,0.0002539383,0.0002773799,0.0001383452,0.0002523718],"domain_scores_gemma":[0.9993834,0.00002879627,0.0002416111,0.0002205214,0.00007944478,0.00004615833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005104447,0.00007435158,0.8770832,0.00003992399,0.0001028024,0.00000116327,0.00007017198,0.00009423305,0.1211547,0.00004066803,0.0007516666,0.00007664342],"study_design_scores_gemma":[0.001202337,0.002470335,0.9870346,0.000001240882,0.0001130822,0.000006693385,0.0001762461,0.00003943008,0.007493885,0.00005092193,0.001243046,0.0001681929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981596,0.0007899629,0.00001906829,0.00009338132,0.0002706689,0.0001514667,0.0000919123,0.000004961267,0.0004189467],"genre_scores_gemma":[0.9990452,0.0003634249,0.0001991392,0.00008472879,0.0001168405,0.00004401002,0.00003484918,0.00001669368,0.00009511089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136608,"threshold_uncertainty_score":0.5107969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006104003094237085,"score_gpt":0.199569159488303,"score_spread":0.1934651563940659,"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."}}