{"id":"W4406775903","doi":"10.2174/0113892037340795241202044932","title":"The Role of Sirtuins in Diabetic Nephropathy: A Comprehensive Review","year":2025,"lang":"en","type":"review","venue":"Current Protein and Peptide Science","topic":"Sirtuins and Resveratrol in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sirtuin; Diabetic nephropathy; Medicine; Disease; Sirtuin 1; Diabetes mellitus; Mechanism (biology); Nephropathy; Inflammation; Bioinformatics; Kidney disease; Immunology; Biology; Internal medicine; Endocrinology; Downregulation and upregulation; Gene","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":[0.0007364398,0.0007780712,0.001331716,0.003746264,0.0003119546,0.001041444,0.0007650545,0.0009053248,0.003594466],"category_scores_gemma":[0.001088008,0.0002101282,0.0008794939,0.003960334,0.0003277145,0.001047662,0.0005837186,0.001130726,0.0009770204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794259,"about_ca_system_score_gemma":0.001870549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489427,"about_ca_topic_score_gemma":0.002434083,"domain_scores_codex":[0.9997839,0.00004291266,0.00005080447,0.00003385114,0.00006843598,0.00002014055],"domain_scores_gemma":[0.9994087,0.0003103273,0.000101921,0.00001301327,0.0001245303,0.00004155417],"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":[0.0001299109,0.00006362319,0.0003948855,0.08544139,0.0003219662,0.0002673764,0.0001360029,0.0002605741,0.001130234,0.002101893,0.02598401,0.8837681],"study_design_scores_gemma":[0.00003414006,0.000155863,0.002258913,0.03075694,0.001123061,0.002232984,0.0001601993,0.0001157425,0.0004877443,0.00193186,0.9607069,0.00003556344],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006584861,0.9993743,0.00003920808,0.0001342327,0.000111492,0.000002495922,0.00001271022,0.00000386789,0.0002558495],"genre_scores_gemma":[0.0005492407,0.9990171,0.00009751184,0.00008434182,0.0001069959,0.000002918682,0.00002096691,6.498749e-7,0.0001201929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003746264,"threshold_uncertainty_score":0.01202464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03088540616718984,"score_gpt":0.3699027869202731,"score_spread":0.3390173807530832,"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."}}