{"id":"W4226108223","doi":"10.1080/19490976.2022.2055441","title":"A Mediterranean-like fat blend protects against the development of severe colitis in the mucin-2 deficient murine model","year":2022,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Crohn's and Colitis Canada; Canadian Institutes of Health Research; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canadian Association of Gastroenterology; Crohn's and Colitis Foundation of Canada","keywords":"Akkermansia muciniphila; Mucin; Colitis; Biology; Akkermansia; Polyunsaturated fatty acid; Gut flora; Inflammation; Inflammatory bowel disease; Microbiome; Food science; Immunology; Internal medicine; Disease; Medicine; Biochemistry; Fatty acid; Bioinformatics; Lactobacillus","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":[0.0004989439,0.0001518547,0.000147478,0.00005098784,0.0003254507,0.00001431188,0.00047198,0.00004940524,0.00002702788],"category_scores_gemma":[0.00001431255,0.0001025257,0.00006468791,0.000149601,0.0000734853,0.00000217758,0.000343572,0.0002046456,0.000003551896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005119363,"about_ca_system_score_gemma":0.0002951968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003816302,"about_ca_topic_score_gemma":0.0006292693,"domain_scores_codex":[0.9987424,0.0001509555,0.0003294399,0.0002859543,0.0001652179,0.0003260394],"domain_scores_gemma":[0.9994258,0.00001523065,0.000107771,0.0003776816,0.00004183674,0.00003173828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008539629,0.0001885325,0.0001061703,0.00008991616,0.00002265788,0.000004959581,0.005262036,0.002342726,0.9837041,0.00004238441,0.00684343,0.001307653],"study_design_scores_gemma":[0.004213865,0.0007910804,0.01210079,0.0001651703,0.0000440635,0.0004217357,0.01295404,0.001631749,0.4915249,0.0002430448,0.4747783,0.001131259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970273,0.000844739,0.0001448535,0.000573908,0.0001089916,0.0007291856,0.00008285509,0.000005970587,0.0004821865],"genre_scores_gemma":[0.9967101,0.00006708006,0.001059614,0.001377593,0.00004311753,0.0001755738,0.0001665776,0.00001640294,0.0003839416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921792,"threshold_uncertainty_score":0.4180878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066504973396974,"score_gpt":0.2499579085735268,"score_spread":0.2292928588395571,"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."}}