{"id":"W4385230430","doi":"10.1002/dmrr.3702","title":"Prevalence and risk factors of diabetic peripheral neuropathy: A population‐based cross‐sectional study in China","year":2023,"lang":"en","type":"article","venue":"Diabetes/Metabolism Research and Reviews","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese Diabetes Society","keywords":"Medicine; Internal medicine; Diabetes mellitus; Peripheral neuropathy; Retinopathy; Body mass index; Nephropathy; Glycated hemoglobin; Cross-sectional study; Diabetic retinopathy; Type 2 Diabetes Mellitus; Population; Diabetic nephropathy; Type 2 diabetes; Diabetic neuropathy; Risk factor; Endocrinology; Gastroenterology","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":[0.0009370199,0.000390672,0.0004044863,0.001004323,0.0006278888,0.0004564384,0.0003836612,0.000420043,0.0009219271],"category_scores_gemma":[0.0008553219,0.0004915304,0.0004496136,0.001380372,0.0003019762,0.0005428608,0.0004095337,0.0003439604,0.0001258939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007344637,"about_ca_system_score_gemma":0.0007379917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02924701,"about_ca_topic_score_gemma":0.03119032,"domain_scores_codex":[0.9995461,0.00006902581,0.00006747366,0.0001264473,0.0001125318,0.00007850652],"domain_scores_gemma":[0.9994168,0.00004222472,0.0001906292,0.00004803025,0.0001185967,0.0001837421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001753739,0.00002480228,0.9992579,0.000009239511,0.00003981791,0.0000321657,0.00006607285,0.00001521754,0.00008886233,0.000005621771,0.00004031994,0.0004025448],"study_design_scores_gemma":[0.000003260174,0.00003780615,0.999649,0.000003418908,0.00001306304,0.00006684408,0.00008419709,0.00007062741,0.0000112783,0.000005745114,0.00005277917,0.000001761772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991385,0.0001970613,0.00005642709,0.0000338604,0.000004476738,0.00001944664,0.0003128941,0.00000219804,0.000234967],"genre_scores_gemma":[0.9992141,0.0001405319,0.00007517514,0.00004835118,0.000007757533,0.00001896355,0.0003542546,9.010956e-7,0.0001400468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02924701,"threshold_uncertainty_score":0.05815357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06548291450065805,"score_gpt":0.3825219344594898,"score_spread":0.3170390199588318,"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."}}