{"id":"W2782707227","doi":"10.1177/1352458517737369","title":"Gut microbiome and pediatric multiple sclerosis","year":2018,"lang":"en","type":"review","venue":"Multiple Sclerosis Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Microbiome; Gut microbiome; Gut flora; Immune system; Gut–brain axis; Gut bacteria; Biology; Immunology; Medicine; Bioinformatics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004550412,0.0005181338,0.0007127173,0.001534011,0.0002810592,0.0009338955,0.0003852573,0.001151821,0.002968533],"category_scores_gemma":[0.00105439,0.0001436868,0.0003374275,0.001145316,0.0004073494,0.001103078,0.0008053926,0.001429241,0.001086533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004981623,"about_ca_system_score_gemma":0.001077681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409836,"about_ca_topic_score_gemma":0.002130287,"domain_scores_codex":[0.9998261,0.00004185732,0.00002788067,0.00003299718,0.00005371624,0.00001734702],"domain_scores_gemma":[0.999696,0.0001353043,0.00005452785,0.000007093067,0.00007122937,0.00003580432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007299453,0.00005506302,0.000966853,0.01030511,0.00008026742,0.0003598292,0.0001260049,0.0001367231,0.0006115406,0.005004075,0.03221599,0.9500656],"study_design_scores_gemma":[0.00001139121,0.0000875869,0.003781105,0.00925969,0.0001312552,0.004284044,0.0001574635,0.0000744913,0.0003292483,0.003023264,0.9788393,0.00002120169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001268924,0.9986246,0.00003911031,0.0005322353,0.0001826452,0.000001825979,0.000008703377,0.000003324509,0.0004806778],"genre_scores_gemma":[0.001244065,0.9976332,0.0000971181,0.0002435042,0.0002636285,0.000003441747,0.00001660668,9.917658e-7,0.0004973878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002968533,"threshold_uncertainty_score":0.00993067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143890657141054,"score_gpt":0.2974171389706071,"score_spread":0.1830280732565016,"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."}}