{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002630851,0.0001806861,0.0005684618,0.0004392308,0.0001839323,0.00004831067,0.00008890651,0.00006366894,0.00006479972],"category_scores_gemma":[0.0009645888,0.0001241327,0.00007817859,0.0008310419,0.0001179602,0.00009919873,0.00009291586,0.0003505317,0.0000121597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002672179,"about_ca_system_score_gemma":0.0000465575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003354824,"about_ca_topic_score_gemma":0.00001227893,"domain_scores_codex":[0.9973017,0.0008379704,0.0004671111,0.0004347707,0.0005134417,0.000444992],"domain_scores_gemma":[0.9990783,0.0002200298,0.0001068305,0.0002974374,0.00009141031,0.0002060265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002939034,0.0003646374,0.9958456,0.0005049075,0.00002837657,0.00001008739,0.0002061156,0.000004180836,0.0006138365,0.00001663251,0.00001385291,0.002362414],"study_design_scores_gemma":[0.001588787,0.0005208292,0.9962608,0.0001544741,0.00004806742,5.031775e-7,0.00002364458,0.0007453307,0.0002507304,0.0002489505,0.00006674627,0.00009109487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879083,0.01016002,0.000001569204,0.0000224376,0.00007513825,0.0017339,0.00004301542,0.00002139405,0.0000342325],"genre_scores_gemma":[0.9917933,0.007486407,0.00007535576,0.00001198949,0.00004711754,0.0001819393,0.00003790615,0.00001925806,0.0003467533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00388498,"threshold_uncertainty_score":0.5061986,"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."}}