{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007813786,0.0008424274,0.001446811,0.0004201574,0.0007195183,0.000324258,0.0007018066,0.001018305,0.0000804067],"category_scores_gemma":[0.0002678994,0.0007181974,0.0008421107,0.0003587312,0.0002289538,0.00001586058,0.0004880096,0.0008263053,0.0001851274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217689,"about_ca_system_score_gemma":0.000541792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002923381,"about_ca_topic_score_gemma":0.00007053224,"domain_scores_codex":[0.9962123,0.0003737963,0.001218944,0.0009869492,0.0002354771,0.0009725493],"domain_scores_gemma":[0.9974481,0.00009351836,0.0009436804,0.0006832645,0.0002557618,0.0005756801],"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":[0.0001275696,0.0005374054,0.004138117,0.01125609,0.0008505979,0.0000181804,0.0001612054,0.000001187755,0.1232772,0.000002074637,0.1193154,0.740315],"study_design_scores_gemma":[0.001491933,0.0003302242,0.003479463,0.003234328,0.0006228716,0.0005779994,0.00001746627,0.000003293636,0.0001570904,0.000002017205,0.9891874,0.0008959615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01477563,0.9828848,0.0001008771,0.00003616897,0.001088636,0.0006438046,0.0004026472,0.00002763952,0.00003985257],"genre_scores_gemma":[0.003003934,0.9899036,0.002151953,0.0001763422,0.003848631,0.00003783206,0.0003471204,0.0001755906,0.0003550126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8698719,"threshold_uncertainty_score":0.9995269,"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."}}