{"id":"W3194279396","doi":"10.1002/acn3.51441","title":"Gut microbiome is associated with multiple sclerosis activity in children","year":2021,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; Multiple Sclerosis Society; National Multiple Sclerosis Society","keywords":"Hazard ratio; Confidence interval; Medicine; Microbiome; Multiple sclerosis; Clinically isolated syndrome; Proportional hazards model; Internal medicine; Metagenomics; Bioinformatics; Immunology; Biology; Genetics; Gene","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":[0.000543892,0.000357691,0.0003171264,0.0005849308,0.000282847,0.0005874996,0.0002267933,0.0004434061,0.002153555],"category_scores_gemma":[0.003082552,0.0002624757,0.0005761459,0.0008638593,0.0002811701,0.0005413856,0.0006191006,0.0005605013,0.0001861308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927372,"about_ca_system_score_gemma":0.0003697373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004942474,"about_ca_topic_score_gemma":0.004093851,"domain_scores_codex":[0.9995551,0.00008426035,0.00003247349,0.0001701742,0.00007929346,0.00007876302],"domain_scores_gemma":[0.9981628,0.0002629003,0.001240715,0.00006624397,0.0001118126,0.0001555114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007086041,0.000007789373,0.9977505,0.00001400457,0.00003846486,0.00008792495,0.00005374119,0.00009277341,0.0004495661,0.00001569118,0.0000707797,0.001347918],"study_design_scores_gemma":[0.000002523329,0.00005461225,0.9988478,0.00001158135,0.00002145288,0.0004864781,0.00009528027,0.0001425608,0.0001187005,0.00002048167,0.0001960577,0.000002383955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982407,0.0005323294,0.0001843391,0.0000798616,0.00000428764,0.000004037457,0.000747519,0.000007809263,0.0001990717],"genre_scores_gemma":[0.9987224,0.0002746642,0.0003610169,0.00001880967,0.000005645614,0.000006979113,0.000476515,0.000004984119,0.0001290037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004942474,"threshold_uncertainty_score":0.009827435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09006425603607471,"score_gpt":0.3494235452085842,"score_spread":0.2593592891725095,"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."}}