{"id":"W4382753438","doi":"10.3390/cells12131760","title":"The Role of Gut Microbiome in the Pathogenesis of Multiple Sclerosis and Related Disorders","year":2023,"lang":"en","type":"review","venue":"Cells","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microbiome; Multiple sclerosis; Neuromyelitis optica; Neurodegeneration; Disease; Medicine; Pathophysiology; Bioinformatics; Immunology; Biology; 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":[0.001705316,0.0003655804,0.001348507,0.003791349,0.0003932039,0.001390004,0.0002954505,0.0007579203,0.001242788],"category_scores_gemma":[0.006875372,0.0001977491,0.001186343,0.00445621,0.0004827289,0.0009698707,0.0006082504,0.0004529222,0.0001126688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006413556,"about_ca_system_score_gemma":0.002492959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359173,"about_ca_topic_score_gemma":0.006437645,"domain_scores_codex":[0.9983258,0.0007296335,0.0004199437,0.0001728318,0.000285408,0.00006635578],"domain_scores_gemma":[0.9959194,0.002879963,0.0008404372,0.000044331,0.0002577897,0.00005811462],"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":[0.0005541248,0.00008369364,0.03469864,0.4262127,0.007689578,0.001340198,0.001920776,0.0005895705,0.002333031,0.003943576,0.009962825,0.5106712],"study_design_scores_gemma":[0.0001823417,0.0005706322,0.1887293,0.5696886,0.02699772,0.007399732,0.003961067,0.0006544539,0.00145465,0.006494411,0.1936947,0.0001724303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004604112,0.9938806,0.000114027,0.000705556,0.00008719914,0.00001712583,0.000173891,0.000003016637,0.0004143136],"genre_scores_gemma":[0.04602136,0.9521997,0.0007118205,0.0006141566,0.0001603503,0.00004193333,0.0001203653,0.000002322744,0.0001280815],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003791349,"threshold_uncertainty_score":0.009018719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203946557681201,"score_gpt":0.2612136370085216,"score_spread":0.2391741714317095,"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."}}