{"id":"W4385604342","doi":"10.1093/ibd/izad139","title":"Ulcerative Colitis Is Associated With Diet-related Inflammation and Physical Activity in the IBD Partners E-cohort","year":2023,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Crohn's and Colitis Foundation; McMaster University; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Internal medicine; Depression (economics); Cohort; Inflammatory bowel disease; Anxiety; Ulcerative colitis; Quality of life (healthcare); Psychosocial; Cohort study; Gastroenterology; Disease; Inflammation; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007282985,0.0002702381,0.0002717849,0.0005060329,0.0005946332,0.0007688507,0.000302402,0.0003086022,0.002564691],"category_scores_gemma":[0.00189185,0.0002659687,0.0004994731,0.001030191,0.0001478234,0.0003257335,0.0007570224,0.0005986962,0.0003509551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362655,"about_ca_system_score_gemma":0.000308214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0206195,"about_ca_topic_score_gemma":0.03176072,"domain_scores_codex":[0.9995978,0.0001034387,0.00003681673,0.0001081872,0.00008101244,0.00007275252],"domain_scores_gemma":[0.9989635,0.0001027146,0.0004656713,0.0001446709,0.0001209773,0.0002024704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008127671,0.00001431043,0.998888,0.000005766728,0.00003997958,0.00002944063,0.00003204784,0.000008332177,0.00009495227,0.000008849532,0.0001311715,0.0006658226],"study_design_scores_gemma":[0.000005436672,0.00003025607,0.9994905,0.000006388017,0.00002669231,0.00008272769,0.00008093564,0.00003412426,0.00001630959,0.00000713312,0.0002179834,0.000001387919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997317,0.0004186156,0.00009722992,0.00006916458,0.00001050575,0.00001694657,0.001426229,0.000004802054,0.000639527],"genre_scores_gemma":[0.9980139,0.0001648968,0.00012368,0.00003857598,0.000008264497,0.0000161531,0.001251544,0.000002811677,0.0003802333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206195,"threshold_uncertainty_score":0.040999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008915870651469317,"score_gpt":0.2560828726758482,"score_spread":0.2471670020243789,"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."}}