{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452006,0.001634632,0.001360397,0.001981094,0.0005220324,0.001353094,0.001031513,0.001340046,0.01105259],"category_scores_gemma":[0.0004975102,0.0002947696,0.0004438211,0.002311807,0.0006032276,0.001402791,0.001324088,0.002004058,0.01973105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006556142,"about_ca_system_score_gemma":0.0008725879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007461456,"about_ca_topic_score_gemma":0.0008140571,"domain_scores_codex":[0.9996332,0.00005083684,0.00004062663,0.00007181495,0.0001629687,0.00004049604],"domain_scores_gemma":[0.9998023,0.0000313599,0.00003588392,0.0000211272,0.00007488193,0.00003451607],"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":[0.00009549136,0.0001024952,0.0001932536,0.005783653,0.00009330137,0.0003187371,0.00005319114,0.0002775568,0.008523159,0.008971252,0.07484489,0.900743],"study_design_scores_gemma":[0.000006103963,0.00003447264,0.0001902877,0.0003310341,0.00001571048,0.0005113006,0.00001322438,0.00002882955,0.001509244,0.001646843,0.9957039,0.000009158076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004307026,0.9766159,0.002154323,0.0005669951,0.002941334,0.00004782285,0.0001873889,0.0001185774,0.01693691],"genre_scores_gemma":[0.004085543,0.9700496,0.002309425,0.0008110046,0.0009973486,0.00006038357,0.0004382259,0.00001638559,0.0212321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01105259,"threshold_uncertainty_score":0.03697455,"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."}}