{"id":"W4400668218","doi":"10.1212/wnl.0000000000209652","title":"Development and Progression of Polyneuropathy Over 5 Years in Patients With Type 2 Diabetes","year":2024,"lang":"en","type":"article","venue":"Neurology","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Steno Diabetes Center Aarhus; Novo Nordisk Fonden","keywords":"Polyneuropathy; Type 2 diabetes; Medicine; Diabetes mellitus; Internal medicine; Physical medicine and rehabilitation; Endocrinology","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":[0.0008559333,0.0002670336,0.0002761476,0.0007549005,0.0005792232,0.0007165584,0.000303398,0.0005777235,0.001322199],"category_scores_gemma":[0.002089525,0.0001506024,0.0005007082,0.0007606464,0.0002037469,0.0007428883,0.000482783,0.0006058531,0.000172567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003844124,"about_ca_system_score_gemma":0.0002862293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003855604,"about_ca_topic_score_gemma":0.005118569,"domain_scores_codex":[0.9995955,0.00008883685,0.00004956923,0.0001113284,0.00007965145,0.00007527359],"domain_scores_gemma":[0.9983442,0.0001631209,0.001022285,0.00004795473,0.0001595309,0.0002629102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828712,0.00003845381,0.9982583,0.000009290349,0.00002997869,0.00009521485,0.00005264988,0.0000313558,0.00009181933,0.000005557115,0.00002610405,0.001178493],"study_design_scores_gemma":[0.00000448835,0.0001871062,0.9991742,0.000008490078,0.00002061362,0.0003191507,0.0001012665,0.00007884655,0.00002730704,0.00001272522,0.00006288497,0.00000294069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988913,0.0004578319,0.00005126393,0.00003215418,0.000006563917,0.000008416958,0.0001716546,0.000002270697,0.0003784869],"genre_scores_gemma":[0.9993267,0.0001625317,0.00008173832,0.00002236004,0.00001018472,0.000006529634,0.0002309667,7.074793e-7,0.0001583379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003855604,"threshold_uncertainty_score":0.007666349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005756115863092795,"score_gpt":0.235202574970509,"score_spread":0.2294464591074162,"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."}}