{"id":"W4303859812","doi":"10.1101/2022.10.07.22280806","title":"Gut microbiota modulates distal symmetric polyneuropathy in diabetic patients","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Guild; Gut flora; Butyrate; Proinflammatory cytokine; Medicine; Immunology; Internal medicine; Gastroenterology; Inflammation; Biology; Food science","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":[0.000333403,0.0001949242,0.0003746815,0.0001539862,0.0001997667,0.0003493725,0.0001165849,0.0003279802,0.004170195],"category_scores_gemma":[0.0004105338,0.00007872323,0.0002511193,0.0001844097,0.0001567066,0.0001774334,0.0002442866,0.0005083673,0.0002663704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710183,"about_ca_system_score_gemma":0.0002046054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002632516,"about_ca_topic_score_gemma":0.0003380025,"domain_scores_codex":[0.9998925,0.00004442249,0.000007146408,0.00001587769,0.00001528505,0.00002477675],"domain_scores_gemma":[0.999866,0.00001892167,0.00005347661,0.000007592847,0.00001014718,0.00004377315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2185725,0.006923791,0.2252221,0.003183525,0.001266224,0.0009340022,0.000369709,0.0006292556,0.2165225,0.0008589739,0.009303773,0.3162137],"study_design_scores_gemma":[0.008865595,0.03211535,0.9311906,0.0005479671,0.001135091,0.001237046,0.0003932244,0.001294137,0.01163731,0.0009816759,0.01056306,0.00003906889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886214,0.007935008,0.000178214,0.0005619408,0.0001174111,0.00008333087,0.0004682682,0.00002087687,0.002013558],"genre_scores_gemma":[0.9942179,0.002986219,0.0004515117,0.0005146826,0.0001167823,0.00009989108,0.0005318308,0.000005146046,0.001076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004170195,"threshold_uncertainty_score":0.01395077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229864136500682,"score_gpt":0.2452412758381133,"score_spread":0.2329426344731065,"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."}}