{"id":"W4225254284","doi":"10.1016/s2468-1253(22)00021-8","title":"Lifestyle, behaviour, and environmental modification for the management of patients with inflammatory bowel diseases: an International Organization for Study of Inflammatory Bowel Diseases consensus","year":2022,"lang":"en","type":"review","venue":"˜The œLancet. Gastroenterology & hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":149,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"Janssen Pharmaceuticals; National Institutes of Health; Ferring Pharmaceuticals; Bristol-Myers Squibb; Shire; Crohn's and Colitis Foundation; Celgene; AbbVie; Sanofi; Takeda Pharmaceuticals U.S.A.; National Institute of Diabetes and Digestive and Kidney Diseases; Boehringer Ingelheim; Amgen; Pfizer; GlaxoSmithKline","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Psychosocial; Disease; Irritable bowel syndrome; Depression (economics); Anxiety; Crohn's disease; Intensive care medicine; Referral; Gut flora; Internal medicine; Family medicine; Immunology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002576333,0.0004635346,0.0008145095,0.0001238687,0.0002667715,0.0000186475,0.0008830492,0.0001835281,0.00002320808],"category_scores_gemma":[0.00003101656,0.0003443504,0.0001990542,0.00005083345,0.0005540483,0.00001497977,0.0004572099,0.0001785786,5.634462e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007908536,"about_ca_system_score_gemma":0.0001076818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003405352,"about_ca_topic_score_gemma":0.00005063515,"domain_scores_codex":[0.9972045,0.000532043,0.0008709619,0.0007292295,0.0002582578,0.0004050022],"domain_scores_gemma":[0.9974703,0.0001101286,0.001161021,0.001021328,0.0001247783,0.0001124777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002876197,0.001159303,0.987654,0.001902226,0.001748696,0.00001956413,0.00008615108,0.00008914465,0.000004264741,0.00004995403,0.0002523805,0.004158145],"study_design_scores_gemma":[0.006341862,0.00195688,0.9567,0.0001329429,0.004862204,0.00003124802,0.000574995,0.0002091203,0.000001674041,0.00001396231,0.02882844,0.0003467206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525864,0.03786827,0.0003300851,0.0000308273,0.0003665802,0.00497472,0.003819331,0.00002192161,0.000001888958],"genre_scores_gemma":[0.8093597,0.1777963,0.00009905655,0.0001503757,0.0002486337,0.002759947,0.009423742,0.000143694,0.00001859025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432267,"threshold_uncertainty_score":0.9999009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330227785589702,"score_gpt":0.2568033022361392,"score_spread":0.2435010243802422,"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."}}