{"id":"W2111283004","doi":"10.3389/fimmu.2012.00033","title":"The Commensal Microbiota Drives Immune Homeostasis","year":2012,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Foundation of Canada; Howard Hughes Medical Institute","keywords":"Immune system; Dysbiosis; Homeostasis; Biology; Immunology; Disease; Mucosal immunology; Commensalism; Gut flora; Microbiome; Immunity; Cell biology; Bioinformatics; Medicine; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003217272,0.0002331096,0.0003065478,0.0003120459,0.000370701,0.001026876,0.0002516689,0.0006384889,0.001562332],"category_scores_gemma":[0.0004077801,0.0001296134,0.0001650385,0.0002194634,0.0007343178,0.0005612267,0.0007366338,0.0009305173,0.0007506347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029717,"about_ca_system_score_gemma":0.0003552269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002436667,"about_ca_topic_score_gemma":0.0003329999,"domain_scores_codex":[0.9997246,0.00006276577,0.00001310982,0.00005131859,0.0001012029,0.00004705236],"domain_scores_gemma":[0.999833,0.00002035847,0.0000379552,0.00001570888,0.00003714314,0.00005584499],"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":[0.0003219704,0.00009494749,0.006736851,0.0005926748,0.00005979252,0.0006101927,0.0003506283,0.000298411,0.8194907,0.02578232,0.00610108,0.1395604],"study_design_scores_gemma":[0.0001263107,0.001450888,0.09506947,0.0007522277,0.00019304,0.004425695,0.001676773,0.002641501,0.4005193,0.082013,0.4110181,0.000113728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5561584,0.3230793,0.02953799,0.02677955,0.002704071,0.00006690831,0.0004975401,0.0008382816,0.06033789],"genre_scores_gemma":[0.9216222,0.05960718,0.007970082,0.002605685,0.0009164112,0.00002965581,0.0001024368,0.00003825006,0.007108118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001562332,"threshold_uncertainty_score":0.005226493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006008568875267763,"score_gpt":0.2331587844522268,"score_spread":0.227150215576959,"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."}}