{"id":"W1504582786","doi":"10.1159/000324945","title":"Advanced Glycation End Products","year":2011,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AGE-WELL; Juvenile Diabetes Research Foundation United States of America","keywords":"Glycation; Medicine; Diabetic nephropathy; Oxidative stress; Advanced glycation end-product; Diabetes mellitus; Kidney; Endocrinology; Nephropathy; Internal medicine; Kidney disease; Inflammation; Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003659279,0.0004218564,0.0008234177,0.0002720059,0.0001877096,0.00001902484,0.000608754,0.0005687859,0.0001443794],"category_scores_gemma":[0.002165639,0.0004018294,0.0001927826,0.0006330957,0.0001767997,0.00000830289,0.0003526774,0.0003703144,0.0008622906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321745,"about_ca_system_score_gemma":0.000975362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005559951,"about_ca_topic_score_gemma":0.00001184119,"domain_scores_codex":[0.9972182,0.0003563864,0.0005489906,0.001091083,0.0001296305,0.000655715],"domain_scores_gemma":[0.9972271,0.00004911024,0.0002541903,0.001371729,0.0008858133,0.0002120881],"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":[0.00007059231,0.00008512376,4.127563e-7,0.0006432767,0.0001592367,0.000003113909,0.00001352468,0.000009217582,0.002066525,0.002936634,0.01215765,0.9818547],"study_design_scores_gemma":[0.0002381669,0.0003065542,0.000004154029,0.0001514859,0.0001373502,0.00008257906,0.000002186532,3.18995e-7,0.0009611566,0.0001514709,0.9975912,0.0003733666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009774561,0.9894795,0.006123292,0.0005942373,0.0004202752,0.002003086,0.000542548,0.00004921904,0.0007780051],"genre_scores_gemma":[0.00007431798,0.9881072,0.001576095,0.0003547021,0.0009384899,0.001106588,0.003787172,0.00007223967,0.003983178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854336,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146218742512542,"score_gpt":0.3704689807869906,"score_spread":0.3390067933618652,"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."}}