{"id":"W4411840265","doi":"10.1093/ibd/izaf128","title":"Unraveling Genetic Versus Environmental Factors Determining Disease Course in Inflammatory Bowel Diseases: A Population-Based Cohort Study in First- and Second-Generation Immigrants","year":2025,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"KU Leuven; Danmarks Grundforskningsfond","keywords":"Medicine; Hazard ratio; Inflammatory bowel disease; Ulcerative colitis; Cohort; Internal medicine; Proportional hazards model; Incidence (geometry); Cohort study; Population; Confidence interval; Crohn's disease; Disease; Environmental health","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":[0.001547669,0.0003979702,0.0004243804,0.0006001464,0.0007572338,0.0009250222,0.0005361933,0.0006302137,0.001128236],"category_scores_gemma":[0.002088564,0.000272315,0.0009554115,0.0009649718,0.000286507,0.0005061443,0.0006034341,0.0007843341,0.0002031223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00029901,"about_ca_system_score_gemma":0.0005521791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603444,"about_ca_topic_score_gemma":0.02027341,"domain_scores_codex":[0.9995236,0.0001526292,0.0000379752,0.0001268154,0.00006381022,0.00009509999],"domain_scores_gemma":[0.9989299,0.0001874941,0.0003355563,0.0001768795,0.0001592759,0.0002107422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154151,0.00002817713,0.9983834,0.000008881036,0.0001182974,0.00007661984,0.0001619861,0.0000195851,0.0001881379,0.00003059754,0.00009648906,0.0007723956],"study_design_scores_gemma":[0.00001439414,0.00009828115,0.9986953,0.00001565981,0.0001143356,0.0001705493,0.0004026062,0.0001580549,0.00003050284,0.00003743286,0.0002566952,0.000006221638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989749,0.0003412171,0.0001527438,0.00005892877,0.00001422695,0.00001120097,0.0002772525,0.000001816552,0.0001677366],"genre_scores_gemma":[0.998814,0.0002390559,0.0002261508,0.00007124693,0.00002045076,0.00002459037,0.0004000757,0.000002812488,0.0002017371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603444,"threshold_uncertainty_score":0.03188223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007248754977733131,"score_gpt":0.2366806199644985,"score_spread":0.2294318649867653,"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."}}