{"id":"W4399655198","doi":"10.1016/j.ekir.2024.06.016","title":"Trend and Monitoring of Skin Autofluorescence in Patients Receiving Hemodialysis","year":2024,"lang":"en","type":"letter","venue":"Kidney International Reports","topic":"Advanced Glycation End Products research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute","funders":"","keywords":"Medicine; Glycation; Dialysis; Hemodialysis; Oxidative stress; Population; Kidney; Internal medicine; Kidney disease; Renal replacement therapy; Endocrinology; Gastroenterology; Diabetes mellitus","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":[0.0002035476,0.0001620641,0.0001758905,0.0002625594,0.00001629594,0.00003120518,0.0001643229,0.0002562485,0.00002049273],"category_scores_gemma":[0.001250873,0.000165536,0.00006729423,0.0001273498,0.00006003488,0.000008891516,0.0002005116,0.0004108628,0.000001873484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006560776,"about_ca_system_score_gemma":0.0001302302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002779939,"about_ca_topic_score_gemma":0.000002608329,"domain_scores_codex":[0.9982934,0.00003959858,0.0004465515,0.0005752279,0.0004727086,0.0001725204],"domain_scores_gemma":[0.9992406,0.0000201106,0.0002358242,0.0003370532,0.0001080497,0.00005833016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004942359,0.00008411102,0.1760669,0.0003380049,0.0003324703,0.0004611984,0.0001644139,0.00003448887,0.0146697,0.000004921793,0.7821681,0.02562623],"study_design_scores_gemma":[0.0001968969,0.0000463194,0.02532706,0.0003059763,0.00002013445,0.00003931864,0.000006768202,0.00001631633,0.03286874,0.0002308237,0.9407124,0.0002292492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5744204,0.002745346,0.000259728,0.3910135,0.01314131,0.001440652,0.0007345373,0.00008548761,0.01615904],"genre_scores_gemma":[0.9400095,0.001280138,0.003578689,0.02193476,0.005761168,0.0001100699,0.007249108,0.0001462618,0.01993028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3690787,"threshold_uncertainty_score":0.6750363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113674596019287,"score_gpt":0.2916207387071167,"score_spread":0.280253279105188,"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."}}