{"id":"W2523038280","doi":"10.1186/s12883-016-0703-3","title":"Associations between the gut microbiota and host immune markers in pediatric multiple sclerosis and controls","year":2016,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University at Buffalo; University of California, San Francisco; European Committee for Treatment and Research in Multiple Sclerosis; Genentech; Race to Erase MS; Loma Linda University; National Institutes of Health; Stony Brook University; National Multiple Sclerosis Society; Harvard University; Biogen; National Institute of Neurological Disorders and Stroke; Teva Pharmaceutical Industries; Eli Lilly and Company","keywords":"Neurochemistry; Multiple sclerosis; Neurology; Gut flora; Medicine; Immune system; Gut–brain axis; Immunology; Host (biology); Neurosurgery; Biology; Genetics; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002555975,0.0001088432,0.0001724667,0.00004700679,0.00009694448,0.00001239701,0.0001076426,0.0001752288,0.000004218722],"category_scores_gemma":[0.0001878906,0.00007296564,0.00003435914,0.00005867974,0.0001117706,0.000003115622,0.0001272488,0.000095783,0.000004909471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006001235,"about_ca_system_score_gemma":0.00004633876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007213086,"about_ca_topic_score_gemma":0.0004666713,"domain_scores_codex":[0.9990044,0.0001985945,0.0002133051,0.0002888368,0.00002886909,0.0002659949],"domain_scores_gemma":[0.9994026,0.0002389961,0.00009587763,0.0001905866,0.00002355636,0.00004841921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004339516,0.000008800533,0.5572557,0.000003757866,0.000005904911,2.994015e-7,0.000007711054,9.592924e-8,0.4422179,0.000005081903,0.0002264212,0.0002249676],"study_design_scores_gemma":[0.001534025,0.0001796864,0.9952527,0.000002504112,0.00001931365,0.000006952097,0.000002557737,0.000001461718,0.001592314,0.00001183318,0.001312158,0.00008451557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954643,0.001003423,0.00005011748,0.002992281,0.00007280472,0.0002470717,0.0001332292,0.000005947928,0.00003077563],"genre_scores_gemma":[0.9976127,0.001376978,0.00006011904,0.0007042808,0.0001383732,0.00001109283,0.00002056616,0.0000131088,0.00006277452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4406256,"threshold_uncertainty_score":0.2975453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683660023006408,"score_gpt":0.2282725982787585,"score_spread":0.2114359980486945,"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."}}