{"id":"W4412110373","doi":"10.1007/s40618-025-02640-2","title":"Integrated analysis of gut microbiota, fecal and serum metabolites in type 2 diabetes mellitus with peripheral neuropathy","year":2025,"lang":"en","type":"article","venue":"Journal of Endocrinological Investigation","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peripheral neuropathy; Feces; Gut flora; Type 2 Diabetes Mellitus; Medicine; Internal medicine; Diabetes mellitus; Type 2 diabetes; Peripheral; Endocrinology; Gastroenterology; Immunology; Biology; Microbiology","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":[0.0004876772,0.0006412501,0.0006184033,0.001280624,0.0003956282,0.0006920076,0.000176906,0.000409052,0.0007339431],"category_scores_gemma":[0.0004727751,0.0002113515,0.0004941664,0.001412582,0.0001794001,0.0003269522,0.0006190322,0.0004599462,0.0001176683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493975,"about_ca_system_score_gemma":0.0003304197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001669568,"about_ca_topic_score_gemma":0.002323076,"domain_scores_codex":[0.9996665,0.00007951434,0.00003992395,0.00008567364,0.00007875047,0.0000497136],"domain_scores_gemma":[0.999642,0.00003229689,0.0001711743,0.00001609171,0.00006958853,0.0000688756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003413127,0.0004124636,0.9034279,0.0004154947,0.0005591322,0.001134381,0.0001974794,0.0003796922,0.05231081,0.00003331579,0.0002651061,0.03745099],"study_design_scores_gemma":[0.00003142967,0.0008243323,0.9875352,0.00006554568,0.0004445961,0.001472645,0.0003308114,0.002051595,0.006311557,0.0001182333,0.0007932517,0.00002081479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933413,0.004390482,0.001036349,0.0000604764,0.0000255298,0.0000327318,0.0005331613,0.00002850071,0.0005514387],"genre_scores_gemma":[0.995937,0.001089728,0.002011245,0.00007984692,0.00002283145,0.00002403589,0.0004877704,0.000006352146,0.0003412156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669568,"threshold_uncertainty_score":0.00331974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257468322831037,"score_gpt":0.2549716949126308,"score_spread":0.2423970116843204,"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."}}