{"id":"W1697477849","doi":"10.1212/wnl.84.14_supplement.p4.027","title":"Gut microbiome in early pediatric multiple sclerosis: a case-control study (P4.027)","year":2015,"lang":"en","type":"article","venue":"Neurology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Guttman scale; Gut microbiome; Medicine; Multiple sclerosis; Microbiome; Psychology; Psychiatry; Bioinformatics; Biology; Developmental psychology","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":[0.0007183423,0.0009304743,0.000655024,0.001149791,0.001123373,0.0007988335,0.0006313966,0.0007361472,0.002895575],"category_scores_gemma":[0.00160627,0.0006423255,0.0004917812,0.001557763,0.000380063,0.0005011735,0.0005024689,0.0007476228,0.0003964981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004277786,"about_ca_system_score_gemma":0.0004154573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005443037,"about_ca_topic_score_gemma":0.004034058,"domain_scores_codex":[0.9991696,0.0001961485,0.00008021601,0.0002909256,0.0001576988,0.000105542],"domain_scores_gemma":[0.9990342,0.0001557769,0.0004171313,0.00009700641,0.0001387191,0.0001570833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003340058,0.0001500111,0.9954196,0.00001995922,0.0000626378,0.001644793,0.0001529764,0.00001844311,0.0006327367,0.00002959503,0.0001458023,0.001389358],"study_design_scores_gemma":[0.00005320063,0.0005080237,0.9915349,0.0000198275,0.00009346846,0.006738319,0.0002776837,0.0001302498,0.00019974,0.00002121987,0.0004182034,0.000005097293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999166,0.0001598372,0.0001003469,0.0000214075,0.000003778058,0.00002071602,0.0002239096,0.000005008642,0.0002989502],"genre_scores_gemma":[0.9988106,0.0001614468,0.0002822687,0.00003525575,0.00001721892,0.00004855323,0.0003710949,0.000007197809,0.0002663804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005443037,"threshold_uncertainty_score":0.01082271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820402247156772,"score_gpt":0.2490957975752829,"score_spread":0.2208917751037152,"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."}}