{"id":"W4412366331","doi":"10.1093/ecco-jcc/jjaf122","title":"European Crohn’s and Colitis Organisation consensus on dietary management of inflammatory bowel disease","year":2025,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Alberta; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Inflammatory bowel disease; Gastroenterology; Inflammatory Bowel Diseases; Crohn's disease; Internal medicine; Ulcerative colitis; Disease management; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002472201,0.0001353796,0.0001486027,0.00008033062,0.00008508373,0.00003694263,0.00009754082,0.00004660303,0.00001679842],"category_scores_gemma":[0.00003704936,0.0001309606,0.00007847212,0.00003276057,0.0001587311,0.000007100889,0.0001007264,0.00007900748,0.000001658493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002097947,"about_ca_system_score_gemma":0.0001116642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003434161,"about_ca_topic_score_gemma":0.000007119305,"domain_scores_codex":[0.9989991,0.0001297985,0.000402326,0.0001659346,0.0001512602,0.0001516024],"domain_scores_gemma":[0.9992397,0.00001304939,0.0002328056,0.0001829634,0.0001473304,0.0001841398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1923502,0.002438176,0.3992446,0.0137583,0.006334513,0.06206861,0.001856414,0.0006359835,0.01485163,0.06309619,0.09275536,0.15061],"study_design_scores_gemma":[0.001067299,0.0001270329,0.9918726,0.0002540337,0.0001241134,0.00002771069,0.0002174595,0.00001325932,0.0007463032,0.0004746693,0.00495736,0.0001181254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948413,0.0009267663,0.00002980817,0.0002485669,0.0001490063,0.0001673313,0.00004771278,0.000004113228,0.003585366],"genre_scores_gemma":[0.9979826,0.0008406256,0.0001035488,0.0003649434,0.0001067909,0.000003225181,0.000008117016,0.00001461329,0.0005755017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.592628,"threshold_uncertainty_score":0.534042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006478576915139575,"score_gpt":0.2290858217713969,"score_spread":0.2226072448562573,"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."}}