{"id":"W4416538916","doi":"10.1155/jdr/3736035","title":"Early Neuropathy as a Predictor of Subclinical Diabetic Nephropathy in Well‐Controlled Type 2 Diabetic Patients: A Cross‐Sectional Study","year":2025,"lang":"en","type":"article","venue":"Journal of Diabetes Research","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subclinical infection; Diabetic neuropathy; Diabetic nephropathy; Nephropathy; Prospective cohort study; Diabetes mellitus; Peripheral neuropathy","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":[0.001381058,0.0003347407,0.0003789501,0.0006756683,0.0004679507,0.0006508078,0.0003278264,0.0005574216,0.001226796],"category_scores_gemma":[0.001857022,0.0003310914,0.0004485229,0.0009336304,0.0002372561,0.0004715197,0.0003483529,0.0006964653,0.0001934495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887942,"about_ca_system_score_gemma":0.0002630441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292591,"about_ca_topic_score_gemma":0.005304068,"domain_scores_codex":[0.999519,0.0001686666,0.00005489435,0.0001038658,0.0000919544,0.00006157903],"domain_scores_gemma":[0.9980678,0.0004969037,0.0005778149,0.0001268992,0.0002193747,0.0005112811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103531,0.00006476939,0.9994593,0.000004715124,0.00003254112,0.00002641198,0.00002847643,0.00001205009,0.0000557432,0.0000030448,0.00001454155,0.0001880754],"study_design_scores_gemma":[0.00001354127,0.00035203,0.9991775,0.00000372314,0.00004221042,0.0001342037,0.00007908938,0.0001226281,0.00002287651,0.000007346903,0.00004210055,0.000002829441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994119,0.000151005,0.0000621324,0.00001188361,0.000004949587,0.0000132565,0.0001484533,0.000001422919,0.0001948608],"genre_scores_gemma":[0.9995421,0.0000705185,0.00008886964,0.00002390111,0.000009661315,0.00001289262,0.0001854056,7.98664e-7,0.00006594571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004292591,"threshold_uncertainty_score":0.008535206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652248792882987,"score_gpt":0.3813215421174072,"score_spread":0.3547990541885773,"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."}}