{"id":"W2359274148","doi":"10.1111/ene.13026","title":"Gut microbiota in early pediatric multiple sclerosis: a case−control study","year":2016,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":353,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; National Institutes of Health; Canada Research Chairs; Cystic Fibrosis Foundation; European Committee for Treatment and Research in Multiple Sclerosis; Gilead Sciences; American Academy of Neurology; Roche; Novartis; Race to Erase MS; Pfizer; Eli and Edythe Broad Foundation; National Multiple Sclerosis Society","keywords":"Lachnospiraceae; Microbiome; Medicine; Multiple sclerosis; Gut flora; Physiology; Internal medicine; Biology; Immunology; Genetics; Firmicutes; Bacteria; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008928064,0.0001664403,0.0002577123,0.0001955761,0.00005372724,0.00001506954,0.0003034581,0.00006050726,0.00001792086],"category_scores_gemma":[0.0001634044,0.0001187012,0.0001093965,0.0001040962,0.00005149085,0.000007356143,0.00009797944,0.0002452844,0.00004358538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009184801,"about_ca_system_score_gemma":0.00006858006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008155884,"about_ca_topic_score_gemma":0.00006576109,"domain_scores_codex":[0.9974481,0.001249868,0.000602174,0.0002861777,0.00006930908,0.0003443841],"domain_scores_gemma":[0.9991025,0.0000583055,0.0003342706,0.0002705531,0.0001043458,0.000130058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005891607,0.0002621823,0.2553959,0.000005050922,0.00003057641,0.004356223,0.0001235461,0.000007767608,0.7364761,6.571782e-7,0.0009078719,0.001844911],"study_design_scores_gemma":[0.006722979,0.005238779,0.980192,0.000009125235,0.00003828045,0.004787668,0.00002456278,7.647159e-7,0.0003491017,0.000001362861,0.002499027,0.0001363287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980353,0.000420555,0.0001979835,0.0007028242,0.0003550076,0.0001934699,0.00002126776,0.000004858095,0.00006873359],"genre_scores_gemma":[0.9981934,0.0001896401,0.00007037369,0.0008462113,0.0006051199,0.000001036541,4.643427e-7,0.00003825106,0.00005548893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.736127,"threshold_uncertainty_score":0.4840493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886928474285311,"score_gpt":0.2255080202134004,"score_spread":0.2066387354705473,"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."}}