{"id":"W4315928425","doi":"10.1093/ibd/izac262","title":"Sustained Diet-Induced Remission in Pediatric Crohn’s Disease Is Associated With Kynurenine and Serotonin Pathways","year":2023,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Azrieli Foundation; Department of Pediatrics, School of Medicine, University of Virginia; Amsterdam University Medical Centers; Children's Health Research Institute; Women and Children's Health Research Institute; Nestlé Health Science","keywords":"Kynurenine pathway; Quinolinic acid; Kynurenine; Internal medicine; Gastroenterology; Tryptophan; Calprotectin; Serotonin; Medicine; Crohn's disease; Feces; Endocrinology; Disease; Inflammatory bowel disease; Chemistry; Biology; Biochemistry","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":[0.0001367226,0.0003302643,0.0002493085,0.0003827899,0.0002431728,0.0001126216,0.0002585224,0.00009858783,0.00006867259],"category_scores_gemma":[0.002024632,0.0002834647,0.00007289033,0.001187605,0.0001279029,0.0003556585,0.0002097318,0.0001947931,0.00004861472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007887869,"about_ca_system_score_gemma":0.0003449388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005578376,"about_ca_topic_score_gemma":0.00001803744,"domain_scores_codex":[0.9976166,0.000198904,0.0003323787,0.0007166404,0.0005206593,0.0006147864],"domain_scores_gemma":[0.9985297,0.0003386169,0.0001543735,0.0003618817,0.00006233683,0.0005531122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003700719,0.0006783255,0.9529001,0.00062002,0.00002352181,0.01311168,0.001601684,0.0001661962,0.0166727,0.0006736636,0.008117713,0.001733681],"study_design_scores_gemma":[0.002047387,0.00008804632,0.9936785,0.0001029345,0.0000307818,0.000001249372,0.0002484625,0.0009027051,0.001395716,0.0009895134,0.0001044673,0.0004102264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975644,0.0001551189,0.000001011816,0.000540861,0.00008504712,0.0006896137,0.0001501229,0.0005792479,0.0002345731],"genre_scores_gemma":[0.9985217,0.0001934595,0.000002380795,0.0005832128,0.00007366084,0.0001536873,0.00003737642,0.00005709167,0.0003773949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077841,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860757415259064,"score_gpt":0.2393458697875152,"score_spread":0.2207382956349246,"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."}}