{"id":"W2165546996","doi":"10.3390/nu4081095","title":"Diet-Induced Dysbiosis of the Intestinal Microbiota and the Effects on Immunity and Disease","year":2012,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":677,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Dysbiosis; Immunology; Immune system; Disease; Gastrointestinal tract; Gut flora; Inflammatory bowel disease; Human gastrointestinal tract; Irritable bowel syndrome; Immunity; Ulcerative colitis; Biology; Autoimmunity; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001638435,0.00008859338,0.00009053719,0.00001127374,0.000133931,0.000008122442,0.0001101576,0.00004965014,0.000001320058],"category_scores_gemma":[0.0002213068,0.00004868606,0.00003879932,0.0000441405,0.0001442726,0.000002058045,0.000170659,0.00009134365,0.00000130949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005936155,"about_ca_system_score_gemma":0.00002398894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002410922,"about_ca_topic_score_gemma":0.0000021499,"domain_scores_codex":[0.9994671,0.0001251601,0.00009069179,0.0001114761,0.00004600195,0.0001595095],"domain_scores_gemma":[0.9995078,0.00004416555,0.00005997597,0.0002630648,0.00002416682,0.0001008308],"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":[0.000647566,0.0001183399,0.09763023,0.0001024191,0.00002020038,1.245707e-7,0.0001349414,1.557797e-8,0.8997193,0.0001607415,0.0007723887,0.000693756],"study_design_scores_gemma":[0.001923088,0.0002661427,0.7280117,0.00009912368,0.00004532259,0.000005262667,0.00003522523,0.000001192435,0.267112,0.00005777289,0.002352316,0.00009077089],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978395,0.00115321,0.000002336906,0.0004896221,0.0001560391,0.0002673763,0.00001266755,0.000002232189,0.00007701335],"genre_scores_gemma":[0.9990466,0.0001450471,0.00001880714,0.0006523948,0.00006315421,0.000007186961,0.000008958056,0.000006912852,0.00005097084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6326072,"threshold_uncertainty_score":0.198536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007332937555499654,"score_gpt":0.239878299512087,"score_spread":0.2325453619565873,"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."}}