{"id":"W4384207663","doi":"10.1016/j.cmet.2023.06.010","title":"Gut microbiota modulate distal symmetric polyneuropathy in patients with diabetes","year":2023,"lang":"en","type":"article","venue":"Cell Metabolism","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Guild; Diabetes mellitus; Gut flora; Proinflammatory cytokine; Glycemic; Butyrate; Medicine; Polyneuropathy; Internal medicine; Gastroenterology; Immunology; Inflammation; Endocrinology; Biology","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":[0.0003417434,0.0003128084,0.0004703455,0.0001507277,0.0002241737,0.0002305599,0.00009203584,0.0002711846,0.0009994516],"category_scores_gemma":[0.0003330602,0.0000931454,0.0002356624,0.0001437828,0.0001312626,0.0001625711,0.000190456,0.000400764,0.0000701297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305854,"about_ca_system_score_gemma":0.0001520873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003277255,"about_ca_topic_score_gemma":0.0006311848,"domain_scores_codex":[0.9998974,0.00004431316,0.000008956871,0.00001471185,0.00001298119,0.00002163227],"domain_scores_gemma":[0.9998662,0.0000250648,0.00004457678,0.000006737793,0.00001211827,0.00004517507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1628809,0.007421245,0.3579616,0.001196531,0.001239009,0.0009111319,0.0003243292,0.0007647126,0.2627317,0.0002002307,0.001118087,0.2032506],"study_design_scores_gemma":[0.005140997,0.05402227,0.9221446,0.0001277787,0.00100217,0.0007284797,0.0002996068,0.00146486,0.01260588,0.0002169046,0.002223884,0.00002276491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997183,0.002230257,0.0001006658,0.00007676285,0.00002130422,0.00002924602,0.0000397438,0.000007977465,0.0003111577],"genre_scores_gemma":[0.9986445,0.0008167084,0.0001917102,0.00009450413,0.00001904769,0.00001746614,0.0000661185,0.000001377903,0.000148518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009994516,"threshold_uncertainty_score":0.003343523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003388805498761571,"score_gpt":0.1865197542432233,"score_spread":0.1831309487444617,"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."}}