{"id":"W4230719422","doi":"10.1093/ndt/gfn202","title":"Increased serum advanced glycation end products are associated with impairment in HDL antioxidative capacity in diabetic nephropathy","year":2008,"lang":"en","type":"letter","venue":"Nephrology Dialysis Transplantation","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Glycation; Diabetic nephropathy; Diabetes mellitus; Advanced glycation end-product; Nephropathy; Internal medicine; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004736753,0.0005312313,0.0006916779,0.0006615043,0.0001145021,0.00002090097,0.0003171859,0.0009926988,0.00002739836],"category_scores_gemma":[0.0003018941,0.0005356703,0.00009481414,0.001048436,0.0003414231,0.00004560482,0.00002837127,0.001159159,0.0000116296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664889,"about_ca_system_score_gemma":0.0003663587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002152235,"about_ca_topic_score_gemma":0.002865002,"domain_scores_codex":[0.9955612,0.001191678,0.0006624408,0.001329721,0.0005124555,0.0007425256],"domain_scores_gemma":[0.9981995,0.0001451553,0.0005523284,0.0006377385,0.0004002787,0.00006505876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00925857,0.003010918,0.2444744,0.002252729,0.002154501,0.002892376,0.006601395,0.03108896,0.6561987,0.00001043672,0.03454828,0.007508719],"study_design_scores_gemma":[0.01010345,0.00153058,0.8308786,0.000407435,0.0004209949,0.0001231364,0.0001154962,0.0002124088,0.1324691,0.0001255669,0.02192488,0.001688333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664243,0.0002568951,0.0004310652,0.03091213,0.00009568991,0.001373216,0.0004039207,0.00003890077,0.00006386521],"genre_scores_gemma":[0.9502246,0.002189652,0.0005618356,0.02843445,0.0005103485,0.0005530022,0.0172565,0.00009222856,0.0001773549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5864041,"threshold_uncertainty_score":0.9997095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430084048769339,"score_gpt":0.2401441600688103,"score_spread":0.2258433195811169,"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."}}