{"id":"W4221089070","doi":"10.1177/13524585221079533","title":"Stability of the gut microbiota in persons with paediatric-onset multiple sclerosis and related demyelinating diseases","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; University of Saskatchewan; Public Health Agency of Canada; University of Manitoba; Hospital for Sick Children; University of British Columbia","funders":"","keywords":"Multiple sclerosis; Clinically isolated syndrome; Feces; Gut flora; Medicine; Biology; Gastroenterology; Internal medicine; Immunology; Microbiology","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":[0.0003874078,0.0002265654,0.0002830405,0.0007225668,0.0003492709,0.0004611551,0.000123996,0.0002866403,0.001138582],"category_scores_gemma":[0.002066247,0.0001474872,0.0001908064,0.0006226304,0.0002319468,0.000325532,0.0004050582,0.0002433913,0.0001826863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020317,"about_ca_system_score_gemma":0.0001504093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569006,"about_ca_topic_score_gemma":0.001300748,"domain_scores_codex":[0.9996436,0.00008820459,0.0000418936,0.00009572344,0.00007129631,0.00005932261],"domain_scores_gemma":[0.9992176,0.0001165443,0.0004222327,0.00003892179,0.0001045329,0.00009997874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002878135,0.00001834226,0.9940597,0.00002158235,0.00002865972,0.0002443909,0.0002280017,0.00002964205,0.00198323,0.00001003047,0.00003966116,0.003048916],"study_design_scores_gemma":[0.000001555529,0.0001272756,0.9984453,0.000005245532,0.00001117214,0.0008120948,0.0002180464,0.00003494669,0.0002460121,0.000009440435,0.00008721376,0.00000158084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994436,0.0002360331,0.00006026343,0.00001103028,0.000001954512,0.000002621726,0.0001114178,0.000001814056,0.0001312371],"genre_scores_gemma":[0.9996333,0.00009124098,0.00008890293,0.000006337191,0.000003244806,0.000002845255,0.0001120459,0.000001048049,0.0000610439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001569006,"threshold_uncertainty_score":0.003808916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774466175595077,"score_gpt":0.2194878770909889,"score_spread":0.1917432153350382,"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."}}