{"id":"W4366723042","doi":"10.1021/acsomega.3c00153","title":"Investigation of <i>N</i>,<i>N</i>,<i>N</i>-Trimethyl-L-alanyl-L-proline Betaine (TMAP) as a Biomarker of Kidney Function","year":2023,"lang":"en","type":"article","venue":"ACS Omega","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Western Ontario; Agriculture and Agri-Food Canada; University of British Columbia; Western University","funders":"Kidney Foundation of Canada","keywords":"Renal function; Cystatin C; Kidney; Chemistry; Kidney disease; Biomarker; Creatinine; Metabolomics; Chromatography; Internal medicine; Biochemistry; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005662062,0.0002184642,0.0003173849,0.0002249166,0.00005000322,0.000009901716,0.0002590809,0.0002098656,0.00002726306],"category_scores_gemma":[0.0005367042,0.0002103118,0.0001452635,0.0008180257,0.0002047057,0.000009481591,0.0001536429,0.00007683338,0.00005255832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002617593,"about_ca_system_score_gemma":0.0002502149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008459636,"about_ca_topic_score_gemma":0.00000852153,"domain_scores_codex":[0.9983492,0.0001145898,0.0005170638,0.0004050928,0.0003122776,0.0003018025],"domain_scores_gemma":[0.9986829,0.00002966287,0.000270459,0.0005778703,0.000221426,0.0002176999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002031586,0.00003704222,0.01142254,0.0001070601,0.0001291585,0.000001048965,0.0000720488,0.00002320864,0.9357625,0.0002034595,0.0485772,0.003461572],"study_design_scores_gemma":[0.001433159,0.0003593059,0.02463959,0.00003220838,0.0001061228,0.000004449451,0.0001099361,0.00006137811,0.8559198,0.001755532,0.115326,0.0002524228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939113,0.001243621,0.000304646,0.0007083836,0.0003546905,0.0003170936,0.00009602657,0.00003706352,0.003027223],"genre_scores_gemma":[0.9948097,0.0007354038,0.0003354146,0.001215118,0.0001312484,0.00003598256,0.001039872,0.00003849643,0.00165879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07984264,"threshold_uncertainty_score":0.8576266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619339169361269,"score_gpt":0.2516759235115852,"score_spread":0.2354825318179725,"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."}}