{"id":"W4281606345","doi":"10.1053/j.gastro.2022.05.050","title":"Metabolome Changes With Diet-Induced Remission in Pediatric Crohn’s Disease","year":2022,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta; National Research Council Canada","funders":"Canadian Institutes of Health Research; Azrieli Foundation; Crohn's and Colitis Foundation of America; Children's Health Research Institute; Women and Children's Health Research Institute; Amsterdam University Medical Centers; Crohn's and Colitis Foundation; Nestlé Health Science","keywords":"Metabolome; Feces; Internal medicine; Metabolomics; Medicine; Gastroenterology; Endocrinology; Metabolite; Biology; Bioinformatics","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":[0.0001796283,0.0001733086,0.0001483913,0.00009915862,0.0001037106,0.000007486775,0.00023948,0.00004474863,0.0001045193],"category_scores_gemma":[0.00002692694,0.0001490125,0.00005313704,0.00008979228,0.00002988382,0.000003316147,0.0003259207,0.000169855,0.000004462835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003271829,"about_ca_system_score_gemma":0.0000656676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000046114,"about_ca_topic_score_gemma":0.0002864897,"domain_scores_codex":[0.9985534,0.000274602,0.0001418234,0.0004389173,0.0001601604,0.000431094],"domain_scores_gemma":[0.99937,0.000004794334,0.00009229041,0.0003144472,0.00002827425,0.0001901524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01372238,0.000212119,0.9570729,0.0000272353,0.00002807627,0.001409288,0.00003420672,0.0002610866,0.02620031,0.000007294011,0.000820957,0.0002041673],"study_design_scores_gemma":[0.001370994,0.0009739419,0.9945226,0.000001897098,0.00004225681,0.00002217235,0.000037974,0.00003110587,0.0001819664,0.000008660509,0.002685388,0.0001210819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987322,0.000124147,0.0000213216,0.0005921056,0.0001449397,0.0002602313,0.00005907962,0.00001869901,0.00004726071],"genre_scores_gemma":[0.9980552,0.00004312713,0.00006237282,0.001016518,0.000190317,0.0002905522,0.0002155382,0.00001990109,0.0001065358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03744969,"threshold_uncertainty_score":0.6076553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007346870179791599,"score_gpt":0.2161283716358397,"score_spread":0.2087815014560481,"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."}}