{"id":"W3009018468","doi":"10.1093/jcag/gwz047.035","title":"A36 THE ROLE OF MICROBIAL INDOLE METABOLITES IN CONTROLLING INFLAMMATORY RESPONSES AND HEALING IN RESPONSE TO DSS-INDUCED COLITIS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inflammation; Colitis; Biology; Gut flora; Immunology; Metabolite; Lipocalin; Metabolome; Inflammatory bowel disease; Microbiology; Pregnane X receptor; Calprotectin; Internal medicine; Medicine; Endocrinology; Biochemistry; Nuclear receptor; Disease","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":[0.002150322,0.00008330731,0.0004949879,0.000344846,0.00003716141,0.0000104239,0.000158839,0.00009156973,0.00001122693],"category_scores_gemma":[0.003544211,0.00006546594,0.00008862266,0.0001811669,0.00004335839,0.00004114639,0.00003712687,0.0003492877,3.831378e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740784,"about_ca_system_score_gemma":0.000810691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006230542,"about_ca_topic_score_gemma":0.2938944,"domain_scores_codex":[0.9976838,0.001049788,0.0007223731,0.00009004505,0.0001811664,0.0002728468],"domain_scores_gemma":[0.9984314,0.0003988899,0.0006592453,0.00009779222,0.0002154044,0.0001972061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00710818,0.00001308898,0.7877638,0.00001339631,0.00005601278,0.00001494333,0.002046397,0.0000448889,0.2027467,0.00001926311,0.0001031412,0.00007010984],"study_design_scores_gemma":[0.003774041,0.0005525441,0.988817,0.0001448447,0.00004220972,0.00005201634,0.0004750859,0.00005127996,0.005018416,0.0000410083,0.001002666,0.00002892148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501448,0.00008338741,0.000002152785,0.04934515,0.0001041121,0.0002691369,0.00003874464,0.00000116397,0.000011369],"genre_scores_gemma":[0.9961383,0.00001175689,0.00009629801,0.003640547,0.00008003932,0.00000273875,4.640962e-7,0.000008348228,0.00002155198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2876639,"threshold_uncertainty_score":0.9418756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008914909242764248,"score_gpt":0.2377670537861598,"score_spread":0.2288521445433955,"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."}}