{"id":"W4390268351","doi":"10.1002/jpn3.12096","title":"Precision nutrition in pediatric IBD: A position paper from the ESPGHAN special interest group for basic science and translational research, the IBD Porto group, and allied health professionals","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Aboca S.p.A. Società Agricola; Mylan; Celltrion; Nestlé Health Science; Danone; Servier; Pfizer; Mead Johnson Nutrition; AstraZeneca; Eli Lilly and Company","keywords":"Medicine; Psychological intervention; Disease; Microbiome; Medical nutrition therapy; Inflammatory bowel disease; Parenteral nutrition; Gut flora; Environmental health; Intensive care medicine; Internal medicine; Immunology; Bioinformatics","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":[0.01026735,0.001037848,0.001164048,0.002040378,0.001135705,0.005228795,0.001287307,0.006302426,0.006948574],"category_scores_gemma":[0.01606762,0.0003936994,0.001134519,0.001694241,0.001280454,0.004960696,0.003255263,0.008784114,0.002853504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732458,"about_ca_system_score_gemma":0.01053235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002964187,"about_ca_topic_score_gemma":0.004592604,"domain_scores_codex":[0.9967979,0.0008841086,0.0004564697,0.0005404107,0.000955449,0.0003656964],"domain_scores_gemma":[0.9847016,0.005920623,0.000996487,0.000289942,0.004808161,0.003283191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373656,0.00008750869,0.0007210344,0.002144616,0.00006777216,0.0002168639,0.0003034092,0.00007171511,0.0002592698,0.002800357,0.7561275,0.2370626],"study_design_scores_gemma":[0.0001275976,0.0001610464,0.001883524,0.006961469,0.0001473472,0.0005237422,0.0004578174,0.00008630491,0.0002436419,0.003772659,0.9855994,0.00003531969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007740781,0.3599636,0.0006937369,0.4951954,0.1378856,0.0001474782,0.0002095065,0.00004272866,0.005087848],"genre_scores_gemma":[0.006687762,0.6212686,0.003553411,0.1361225,0.2178682,0.0003312852,0.0004421618,0.00009488837,0.01363126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01026735,"threshold_uncertainty_score":0.05429959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380734157011735,"score_gpt":0.3107546977699297,"score_spread":0.2869473561998124,"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."}}