{"id":"W1990970324","doi":"10.1515/cclm-2012-0886","title":"Augmentation of blood lipid glycation and lipid oxidation in diabetic patients","year":2013,"lang":"en","type":"review","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Glycation; Chemistry; Amadori rearrangement; Diabetes mellitus; Phosphatidylethanolamine; Maillard reaction; Blood proteins; Internal medicine; Oxidative stress; Endocrinology; Biochemistry; Chromatography; Phosphatidylcholine; Medicine","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":[0.0007055401,0.0002761705,0.0008006343,0.00004800701,0.0000374687,0.000009526711,0.0001623491,0.0004890344,0.00007026293],"category_scores_gemma":[0.002457833,0.0002329931,0.00005624057,0.000276994,0.000416143,0.00001520873,0.0001092689,0.0003686116,0.000003453991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000161756,"about_ca_system_score_gemma":0.0002058219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003384089,"about_ca_topic_score_gemma":8.482693e-7,"domain_scores_codex":[0.9976206,0.0002588255,0.001077666,0.0006439478,0.0002102536,0.0001887449],"domain_scores_gemma":[0.9982924,0.0001978886,0.0005762818,0.0004233405,0.0003407029,0.0001693707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000806907,0.0005036525,0.002977582,0.0214508,0.0002054698,0.000001717445,0.00005090989,0.000001136389,0.02357013,0.0000170273,0.001419184,0.9497217],"study_design_scores_gemma":[0.002886791,0.0006056844,0.0009323871,0.003657943,0.0004997414,0.000004115383,0.00006563091,0.000004132023,0.01138487,0.00002940696,0.9794493,0.0004800357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09656738,0.9022282,0.0000312115,0.00008056794,0.000170367,0.000668408,0.00005072788,0.000008394551,0.0001947531],"genre_scores_gemma":[0.004033913,0.99244,0.0001684911,0.0000576005,0.0008068836,0.00009462266,0.002076313,0.00002766342,0.0002944517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9780301,"threshold_uncertainty_score":0.9501184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04352823689967208,"score_gpt":0.3961020596587322,"score_spread":0.3525738227590602,"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."}}