{"id":"W2783474205","doi":"10.1177/1352458517737391","title":"An introduction to the microbiome and MS","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Multiple sclerosis; Microbiome; Disease; Neuroimmunology; Human microbiome; Autoimmune disease; Intervention (counseling); Immunology; Biology; Gut microbiome; Neuroscience; Gut flora; Medicine; Central nervous system; Bioinformatics; Psychiatry; Pathology","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":[0.0007539956,0.001160775,0.001003683,0.002104637,0.0008717531,0.001892836,0.0008224675,0.003110136,0.01905627],"category_scores_gemma":[0.001809429,0.0003542214,0.0007954937,0.001606614,0.0009930701,0.002444522,0.001939161,0.004672677,0.007038965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847482,"about_ca_system_score_gemma":0.001144007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280178,"about_ca_topic_score_gemma":0.00271848,"domain_scores_codex":[0.9996276,0.0001155675,0.0000435694,0.00007138403,0.00009245676,0.00004938001],"domain_scores_gemma":[0.9988981,0.0006233141,0.00009766262,0.000033467,0.0001394755,0.0002079908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001998357,0.0002142734,0.001245334,0.00492193,0.00006854295,0.0007754551,0.000650895,0.000295338,0.003413326,0.027413,0.5665426,0.3942595],"study_design_scores_gemma":[0.000005585849,0.00008282276,0.0009736131,0.001821242,0.00001213326,0.001112069,0.00009962208,0.00003977891,0.0001132316,0.0085489,0.9871721,0.00001891435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008495713,0.9195765,0.002540525,0.02721489,0.03293636,0.00005312454,0.0004634042,0.0001123268,0.0162533],"genre_scores_gemma":[0.00426373,0.8941017,0.004809686,0.02297291,0.04474353,0.00009086971,0.0006108013,0.00007571927,0.02833102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01905627,"threshold_uncertainty_score":0.06374955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469856201168886,"score_gpt":0.2586881517684907,"score_spread":0.2339895897568019,"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."}}