{"id":"W4297980315","doi":"10.1053/j.gastro.2022.09.034","title":"Unfermented β-fructan Fibers Fuel Inflammation in Select Inflammatory Bowel Disease Patients","year":2022,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Toronto; University of Manitoba; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Garfield Weston Foundation; W. Garfield Weston Foundation; University of Alberta; Natural Sciences and Engineering Research Council of Canada; Manitoba Medical Service Foundation","keywords":"Fructan; Proinflammatory cytokine; Ex vivo; Immune system; Gut flora; Inflammatory bowel disease; Inflammation; Peripheral blood mononuclear cell; Fermentation; Biology; Immunology; Chemistry; Microbiology; Food science; In vitro; Biochemistry; Medicine; Internal medicine; Disease","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"],"consensus_categories":[],"category_scores_codex":[0.0002700938,0.0002495512,0.0002794502,0.0006069536,0.0001544032,0.00001523285,0.0004723527,0.0001117964,0.000351105],"category_scores_gemma":[0.0001608944,0.0002997858,0.00009001454,0.0002969815,0.0001275272,0.0001402394,0.000445681,0.0006456368,0.00004353968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610143,"about_ca_system_score_gemma":0.0000258071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001136226,"about_ca_topic_score_gemma":0.00009068663,"domain_scores_codex":[0.9972959,0.000618357,0.0005761897,0.0005140719,0.0002451222,0.000750416],"domain_scores_gemma":[0.999117,0.00002729011,0.0002534301,0.0004230699,0.00006192679,0.0001173415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005091217,0.0003137007,0.9565455,0.00008172272,0.00004166931,0.00004541446,0.0004961776,0.0008091934,0.03367601,0.0001899843,0.001414614,0.00129478],"study_design_scores_gemma":[0.006884036,0.002373234,0.9662975,0.00002508651,0.00007550509,0.00003844578,0.0001513529,0.001107358,0.003358034,0.001138431,0.01818569,0.0003653176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947129,0.0000911329,0.00001682247,0.002503307,0.001694103,0.000650012,0.00009549029,0.000182,0.00005415447],"genre_scores_gemma":[0.998027,0.000007090708,0.0001774943,0.001250254,0.00008281175,0.000156798,0.000226709,0.00004303028,0.00002886004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03031798,"threshold_uncertainty_score":0.9999454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004381192056739374,"score_gpt":0.2076898106380529,"score_spread":0.2033086185813135,"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."}}