{"id":"W2030151723","doi":"10.1038/nri3061","title":"The gut microbiota: challenging immunology","year":2011,"lang":"en","type":"review","venue":"Nature reviews. Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research; Howard Hughes Medical Institute","keywords":"Mucosal immunology; Tumor immunology; Gut flora; Biology; Immunology; Computational biology; Immune system; Immunity; Immunotherapy","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001046911,0.001070546,0.00277415,0.0001937592,0.0006113275,0.00004670911,0.001967676,0.004574044,0.00007461616],"category_scores_gemma":[0.0003093876,0.0006827557,0.001415165,0.0003372789,0.0005136594,0.000005138639,0.0008242889,0.003415088,0.0008550031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248962,"about_ca_system_score_gemma":0.0005321237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001525987,"about_ca_topic_score_gemma":0.00004853975,"domain_scores_codex":[0.9947255,0.001284791,0.001493493,0.001182157,0.00007420689,0.001239838],"domain_scores_gemma":[0.996198,0.0001040795,0.001166473,0.002284232,0.0001539174,0.00009329195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002546846,0.00005826548,3.833476e-7,0.003677957,0.0008754485,0.000007018897,0.00002250731,7.466936e-9,0.004230631,0.001979534,0.01512694,0.9739959],"study_design_scores_gemma":[0.0002256735,0.0002120579,0.00001323376,0.002954104,0.0003450816,0.0008599586,0.00001093024,2.151607e-8,0.00003473246,0.00002573348,0.9946779,0.0006405575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005029636,0.9935708,0.00001845981,0.000145971,0.00294415,0.001777175,0.00005013751,0.00004125203,0.001447032],"genre_scores_gemma":[0.000007371957,0.9948463,0.0001870384,0.0003791314,0.000712317,0.0002874757,0.0007662893,0.0001576158,0.002656486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.979551,"threshold_uncertainty_score":0.9999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676935470146426,"score_gpt":0.3320492011856155,"score_spread":0.3052798464841512,"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."}}