{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005937885,0.0001937961,0.0002485252,0.0000906858,0.0007260672,0.00003927124,0.000310218,0.00008980984,0.00006523191],"category_scores_gemma":[0.0002754153,0.0001480873,0.0001475349,0.000335324,0.0001881035,0.00001107957,0.0003878118,0.0005005256,5.127007e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009684162,"about_ca_system_score_gemma":0.0002363276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001319625,"about_ca_topic_score_gemma":0.0003511689,"domain_scores_codex":[0.998132,0.0004502677,0.0004700151,0.0003605696,0.0002044084,0.000382773],"domain_scores_gemma":[0.9990238,0.00009333697,0.0003413118,0.0003121294,0.00009036747,0.0001390428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001333224,0.0001419149,0.4978437,0.00001984387,0.00002453208,9.529579e-7,0.0003415011,0.0001674816,0.5005357,4.04526e-7,0.0003177332,0.0004729829],"study_design_scores_gemma":[0.002844163,0.0002550414,0.980825,0.00007219906,0.00004414978,0.0001093867,0.001514832,0.0002825307,0.01355654,0.000005071817,0.0002908094,0.0002002639],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996488,0.00201708,0.0000177329,0.0005114278,0.000158163,0.0003204754,0.0004684822,0.00000714188,0.00001149735],"genre_scores_gemma":[0.9987955,0.0003429,0.0005596555,0.0001401765,0.00005200857,0.00002017174,0.00003798033,0.00002811063,0.00002346744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4869792,"threshold_uncertainty_score":0.6038826,"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."}}