{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063691,0.0005418373,0.001493157,0.000599283,0.0006773804,0.0008574871,0.0007642742,0.006458828,0.002417327],"category_scores_gemma":[0.007323912,0.0003327387,0.000575515,0.0006247977,0.0006510091,0.0008789398,0.0003507101,0.005169467,0.0009276382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007528859,"about_ca_system_score_gemma":0.0003477868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008243254,"about_ca_topic_score_gemma":0.001237798,"domain_scores_codex":[0.9994183,0.0002295239,0.0000949477,0.0000691266,0.0001226123,0.00006553881],"domain_scores_gemma":[0.9970698,0.001889748,0.0002306656,0.0001655894,0.0003524003,0.0002916201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01037904,0.00128194,0.3447244,0.0007927437,0.000798756,0.2255099,0.0008771894,0.0006763585,0.01091506,0.005797208,0.2807347,0.1175128],"study_design_scores_gemma":[0.003323357,0.002567468,0.550009,0.0005580731,0.001202563,0.2520572,0.001113234,0.01383789,0.005415446,0.01996014,0.1496939,0.0002617275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3793574,0.007728005,0.003188018,0.5657269,0.02377628,0.0001034412,0.0005395421,0.0002686869,0.01931188],"genre_scores_gemma":[0.7916973,0.003432771,0.002002937,0.1406261,0.0543992,0.00009705183,0.0002336977,0.0000507318,0.007460269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006458828,"threshold_uncertainty_score":0.008086741,"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."}}