{"id":"W4292059246","doi":"10.3389/fimmu.2022.871080","title":"Cranberry polyphenols and agave agavins impact gut immune response and microbiota composition while improving gut barrier function, inflammation, and glucose metabolism in mice fed an obesogenic diet","year":2022,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université Laval","funders":"Consejo Nacional de Ciencia y Tecnología; Ministère de l'Économie, de l’Innovation et des Exportations du Québec; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Akkermansia muciniphila; Gut flora; Akkermansia; Bacteroides; Immune system; Biology; Inflammation; Butyrate; Diet-induced obese; Microbiology; Faecalibacterium prausnitzii; Endocrinology; Immunology; Biochemistry; Bacteria; Insulin resistance; Diabetes mellitus","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":[0.0005886659,0.0002163685,0.000391112,0.00033815,0.0002176547,0.00002503352,0.0001426562,0.0002182746,0.00001697008],"category_scores_gemma":[0.0000479215,0.0002401192,0.00004905205,0.0001832568,0.0002403349,0.00002797152,0.0002923844,0.0002912331,2.928005e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008358998,"about_ca_system_score_gemma":0.0001661115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005291366,"about_ca_topic_score_gemma":0.0001368891,"domain_scores_codex":[0.998085,0.0005906027,0.0004773737,0.0004448984,0.00005575472,0.0003463733],"domain_scores_gemma":[0.9993615,0.00002439418,0.0002059901,0.0002882456,0.00005667026,0.00006326036],"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":[0.006778005,0.00007142703,0.008140614,0.00003101799,0.00009886158,0.000004690019,0.0009184919,0.00001926129,0.9813042,0.000007651151,0.0001302718,0.002495564],"study_design_scores_gemma":[0.003752319,0.001970826,0.8865957,0.00002275989,0.00006039682,0.0001566779,0.001996468,0.0001305639,0.1029994,0.0001268214,0.001825422,0.0003626961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674113,0.03136026,0.0001876754,0.0001510326,0.0003507206,0.0003871923,0.0001353113,0.000008732869,0.000007731087],"genre_scores_gemma":[0.9973149,0.00123327,0.0009147888,0.00008879065,0.0000349257,0.00003680606,0.0002997793,0.00002608857,0.00005067511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.878455,"threshold_uncertainty_score":0.9791775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004392130795809869,"score_gpt":0.2178975716678062,"score_spread":0.2135054408719963,"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."}}