{"id":"W3002468962","doi":"10.1093/ibd/izaa001","title":"Bacterial Taxa and Functions Are Predictive of Sustained Remission Following Exclusive Enteral Nutrition in Pediatric Crohn’s Disease","year":2020,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Nova Scotia Health Research Foundation; IWK Health Centre; Crohn's and Colitis Foundation; Nestlé Health Science; North American Society for Pediatric Gastroenterology, Hepatology and Nutrition; Pfizer; Canadian Association of Gastroenterology; Crohn's and Colitis Foundation of America","keywords":"Microbiome; Metagenomics; Crohn's disease; Disease; Calprotectin; Feces; Medicine; Internal medicine; Gut flora; Inflammatory bowel disease; Faecal calprotectin; Biology; Gastroenterology; Immunology; Bioinformatics; Microbiology; Gene; Genetics","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":[0.00003268157,0.0001445272,0.0001537895,0.00006678747,0.00008018317,0.00001722407,0.00007486864,0.00007352887,0.00001568544],"category_scores_gemma":[0.0001655514,0.0001493816,0.0001072785,0.00008011919,0.00004321513,0.00001996664,0.0001063887,0.00006784628,0.000001408789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001994353,"about_ca_system_score_gemma":0.0001791233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003209665,"about_ca_topic_score_gemma":0.000005850826,"domain_scores_codex":[0.9990621,0.00008153725,0.0002622275,0.0003142187,0.00009071082,0.0001891815],"domain_scores_gemma":[0.9993512,0.00001336184,0.0001370326,0.0001342064,0.00004914771,0.000315073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003913206,0.0002829373,0.8647544,0.001142543,0.0000378257,0.0002285847,0.0002508329,0.00004221649,0.1270114,0.00001018083,0.002213204,0.0001126632],"study_design_scores_gemma":[0.001716559,0.0001232555,0.9958431,0.00008452755,0.00008100642,9.474211e-7,0.0004531164,0.00005594312,0.0006725251,0.00001999349,0.000797281,0.000151751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976377,0.001059723,0.0000539839,0.0002980284,0.0001343015,0.0004228824,0.0003533688,0.00001801907,0.00002203315],"genre_scores_gemma":[0.998484,0.0003997556,0.00001841882,0.0001278408,0.0005165788,0.00004565158,0.0003599476,0.00001638662,0.00003137949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310887,"threshold_uncertainty_score":0.6091604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006316960765383433,"score_gpt":0.2277805798307731,"score_spread":0.2214636190653896,"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."}}