{"id":"W4392970362","doi":"10.2337/dc23-2208","title":"Longitudinal Change in Serum Neurofilament Light Chain in Type 2 Diabetes and Early Diabetic Polyneuropathy: ADDITION-Denmark","year":2024,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Steno Diabetes Center Aarhus; Novo Nordisk Fonden; Riisfort Fonden; Novo Nordisk; Aarhus Universitets Forskningsfond; Danish Diabetes Academy; A.P. Møller og Hustru Chastine Mc-Kinney Møllers Fond til almene Formaal; Sundhed og Sygdom, Det Frie Forskningsråd; Strategiske Forskningsråd; Department of Clinical Biochemistry, Aarhus University Hospital","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Polyneuropathy; Internal medicine; Immunoglobulin light chain; Type 1 diabetes; Endocrinology; Immunology; Antibody","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001811579,0.000204822,0.0002001911,0.0002081251,0.00004118268,0.00006683814,0.0001618072,0.0001799183,0.00005378798],"category_scores_gemma":[0.00007248959,0.0001957414,0.00005798198,0.0003241615,0.00008597688,0.00001021243,0.0001923969,0.000234726,0.00006350374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002610481,"about_ca_system_score_gemma":0.00004129161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008944979,"about_ca_topic_score_gemma":0.0000449387,"domain_scores_codex":[0.9984288,0.0001616181,0.0001884755,0.0005713873,0.0001260487,0.0005236316],"domain_scores_gemma":[0.9995444,0.00003985958,0.00002134396,0.0002524135,0.00004697368,0.0000949442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001130277,0.00002544255,0.8795528,0.0001392201,0.00001910743,0.00009345938,0.0003330271,5.829742e-7,0.1118937,0.00001946182,0.0001656923,0.007746207],"study_design_scores_gemma":[0.0003782809,0.000635667,0.8933382,0.0001978212,0.0000140014,0.00000356826,0.0001587695,0.0001387598,0.1000212,0.00003334507,0.004766648,0.0003137444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663531,0.03238248,2.015215e-7,0.0003035725,0.0003247105,0.0002914434,0.00006716881,0.00001680672,0.0002605785],"genre_scores_gemma":[0.9983005,0.000760461,0.000008105268,0.0001828068,0.000253412,0.0001347423,0.0002183372,0.00003784554,0.0001038049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03194744,"threshold_uncertainty_score":0.7982101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174918486115404,"score_gpt":0.2475984582608342,"score_spread":0.2358492733996802,"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."}}