{"id":"W4388019090","doi":"10.1016/j.diabres.2023.110988","title":"Serum neurofilament light chain – A potential biomarker for polyneuropathy in type 2 diabetes?","year":2023,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Servier; Novo Nordisk Fonden; Aarhus Universitets Forskningsfond; Steno Diabetes Center Aarhus; A.P. Møller og Hustru Chastine Mc-Kinney Møllers Fond til almene Formaal; Sundhed og Sygdom, Det Frie Forskningsråd; Aarhus Universitetshospital; Aarhus Universitet; Strategiske Forskningsråd; GlaxoSmithKline; Riisfort Fonden; Novo Nordisk; Pfizer","keywords":"Medicine; Biomarker; Type 2 diabetes; Diabetes mellitus; Polyneuropathy; Internal medicine; Peripheral neuropathy; Cohort; Gastroenterology; Type 1 diabetes; Endocrinology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283527,0.0004625617,0.000521966,0.0006985269,0.0002180665,0.001004892,0.0004336681,0.000799237,0.001084162],"category_scores_gemma":[0.002285246,0.0002267608,0.0004474526,0.00096878,0.0002714203,0.0004609667,0.0003230048,0.0005308907,0.0002598233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738997,"about_ca_system_score_gemma":0.0002411111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940146,"about_ca_topic_score_gemma":0.002161944,"domain_scores_codex":[0.9994968,0.0001369207,0.00007240539,0.000160124,0.00008808027,0.00004561793],"domain_scores_gemma":[0.9986861,0.000248356,0.0006655059,0.00007717688,0.0001750917,0.0001476981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579641,0.00002026465,0.997387,0.00002970019,0.0001195796,0.00003014547,0.00001312794,0.00003995702,0.0008104225,0.000006274367,0.00003793365,0.00124773],"study_design_scores_gemma":[0.00001399199,0.0002126345,0.9980313,0.00002303898,0.0001350412,0.0003422333,0.00006372455,0.0003731143,0.000523648,0.00003848149,0.0002375183,0.000005215806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945045,0.004223977,0.0003276459,0.0000911137,0.00002488279,0.000007693275,0.0004786672,0.000008986812,0.0003325061],"genre_scores_gemma":[0.9984772,0.0004836103,0.0003756885,0.00006980131,0.00002397423,0.000006605011,0.0003778811,0.000002083993,0.0001832435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001940146,"threshold_uncertainty_score":0.006788015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07062913573344949,"score_gpt":0.4317257460529354,"score_spread":0.3610966103194859,"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."}}