{"id":"W4411554593","doi":"10.58931/cibdt.2025.3141","title":"Obesity in Inflammatory Bowel Disease (IBD): Recognizing a Critical Modifier In Modern Disease Management","year":2025,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inflammatory bowel disease; Disease; Medicine; Obesity; Gastroenterology; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002609223,0.0002627077,0.0001527749,0.0004457472,0.0001132715,0.00006881572,0.0003337788,0.0001486342,0.00005374575],"category_scores_gemma":[0.0003182251,0.0003250518,0.000112799,0.0001724025,0.000127338,0.00001781812,0.0001457668,0.0001903999,0.00003507342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003644503,"about_ca_system_score_gemma":0.001250561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464414,"about_ca_topic_score_gemma":0.07039883,"domain_scores_codex":[0.997972,0.0001465588,0.0003529373,0.0006569409,0.0001557989,0.0007158347],"domain_scores_gemma":[0.9980503,0.00001720961,0.00002950932,0.0006712783,0.00006118789,0.001170535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008746229,0.0002809311,0.9580759,0.0009279152,0.0000835677,0.01202883,0.0001607747,0.002063781,0.0004991595,0.01342996,0.006179839,0.005394731],"study_design_scores_gemma":[0.0009144211,0.000007036718,0.9844382,0.0002224027,0.00004419309,6.560129e-7,0.00007703731,0.002893166,0.00005724613,0.004479993,0.006450638,0.0004150169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900712,0.0008556318,0.0001766849,0.001000901,0.0002831738,0.0006155231,0.0001457838,0.00002075094,0.006830346],"genre_scores_gemma":[0.9958526,0.00005263382,0.00008626033,0.002063143,0.0000791742,0.0002092386,0.0001246462,0.00003231314,0.001499963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06893442,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006809186475358043,"score_gpt":0.2330827900043429,"score_spread":0.2262736035289848,"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."}}