{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002850913,0.0001563861,0.0001985581,0.00006772789,0.0001956367,0.0000167355,0.0003558475,0.0002392356,0.00001145978],"category_scores_gemma":[0.00004460903,0.0001255092,0.00007968756,0.0001085454,0.0003313521,0.000005159617,0.000194923,0.0002247664,0.00002626766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460191,"about_ca_system_score_gemma":0.0000587061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004311278,"about_ca_topic_score_gemma":0.0000262482,"domain_scores_codex":[0.9986442,0.0001739837,0.00026935,0.0001980168,0.00003635053,0.0006780424],"domain_scores_gemma":[0.9993488,0.00001811735,0.00008803687,0.0004695673,0.00002845992,0.00004698734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001754256,0.0001082435,0.05026267,0.000008198188,0.0001353928,0.00000103446,0.0002729008,4.991701e-7,0.8692219,0.0002875335,0.06807104,0.01145516],"study_design_scores_gemma":[0.0008582426,0.0001579996,0.1554485,0.000009512209,0.00001199435,0.00004603953,0.0009956884,0.000001920346,0.06835575,0.00006801896,0.7738164,0.0002299595],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000794,0.09339681,0.0006456075,0.001421202,0.003642053,0.0002349563,0.00001813426,0.00001465553,0.0005471553],"genre_scores_gemma":[0.9887178,0.007246115,0.002548541,0.000441192,0.0001819363,0.00002282543,0.0001063631,0.00002701128,0.0007082415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8008661,"threshold_uncertainty_score":0.5118116,"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."}}