{"id":"W4212823401","doi":"10.1093/jcag/gwab049.049","title":"A50 IMPACT OF SHORT CHAIN FATTY ACIDS ON PATHOGENICTY OF COMMENSAL BACTERIA IN PEDIATRIC INFLAMMATORY BOWEL DISEASES","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Microbiology; Bacteria; Pathogenic bacteria; Butyrate; Biology; Anaerobic bacteria; Short-chain fatty acid; Ruminococcus; Bacteroides; Gut flora; Inflammatory bowel disease; Bacteroides fragilis; Bifidobacterium; Clostridium; Bifidobacterium longum; Microbiome; Lactobacillus; Immunology; Antibiotics; Feces; Medicine; Fermentation; Biochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000358699,0.0003798081,0.0003379509,0.0007848642,0.0002431892,0.0004977351,0.0001559718,0.0003289591,0.002210615],"category_scores_gemma":[0.0009078148,0.0001369636,0.0003517897,0.000690227,0.0002702188,0.0003254712,0.0004026639,0.0003805979,0.0001966906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002878118,"about_ca_system_score_gemma":0.0002555338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009356002,"about_ca_topic_score_gemma":0.0009617305,"domain_scores_codex":[0.9994563,0.0001447161,0.00006513615,0.00009844547,0.0001094369,0.0001258726],"domain_scores_gemma":[0.998792,0.0002770606,0.000492284,0.00003228741,0.000155664,0.0002507335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00281495,0.0001347538,0.892943,0.0004592145,0.0001132808,0.00105294,0.0002416157,0.0001334271,0.08124708,0.00009023285,0.0002273096,0.02054233],"study_design_scores_gemma":[0.00001227907,0.0007305403,0.987164,0.00006013385,0.0001004662,0.001581836,0.0004011675,0.0001341858,0.008381738,0.00005067672,0.001377164,0.000005752156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917829,0.006808361,0.0001745479,0.0001114856,0.00001827241,0.000009632899,0.0003482556,0.000005442625,0.0007410272],"genre_scores_gemma":[0.9974679,0.001572718,0.0003776716,0.00005487263,0.00002166575,0.000009338756,0.0002860147,0.000003215014,0.0002066545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002210615,"threshold_uncertainty_score":0.007395267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005351715433385221,"score_gpt":0.2295205702222042,"score_spread":0.224168854788819,"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."}}