{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002327738,0.00008048904,0.0002261752,0.0006803148,0.0001864582,0.0003575411,0.0001463248,0.0003256658,0.001491052],"category_scores_gemma":[0.001669481,0.00007194845,0.0002292399,0.001015358,0.00009359245,0.0004479576,0.0001711526,0.0005245988,0.0002648083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201189,"about_ca_system_score_gemma":0.0001874799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114554,"about_ca_topic_score_gemma":0.002726992,"domain_scores_codex":[0.9997764,0.00003454834,0.00003482758,0.00005092536,0.00006739402,0.00003599239],"domain_scores_gemma":[0.9988216,0.0002496433,0.000521506,0.00003636467,0.0002271813,0.0001436922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001298476,0.000031035,0.9937814,0.00003259843,0.0000271056,0.0001308001,0.00005984377,0.00001974278,0.0003261676,0.00001440923,0.0003315806,0.005115516],"study_design_scores_gemma":[0.000002879759,0.00009060935,0.9985545,0.00001584862,0.00001855662,0.0005066465,0.0001088533,0.00007174239,0.0000676839,0.00001224891,0.0005471648,0.000003253227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930192,0.003443446,0.0001140785,0.0002187578,0.00002510757,0.00001206145,0.0009686567,0.00001832558,0.002180494],"genre_scores_gemma":[0.9978119,0.001209999,0.0001144791,0.00006543753,0.00002248615,0.00000894997,0.0004554201,0.000002414837,0.000308883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114554,"threshold_uncertainty_score":0.006192863,"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."}}