{"id":"W4412930412","doi":"10.14309/ajg.0000000000003700","title":"Ultraprocessed Grains and Risk of Inflammatory Bowel Disease: Results From the Prospective Urban Rural Epidemiology Study","year":2025,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Food composition and properties","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Population Health Research Institute","funders":"","keywords":"Medicine; Hazard ratio; Epidemiology; Confounding; Confidence interval; Prospective cohort study; Environmental health; Refined grains; Ulcerative colitis; Proportional hazards model; Multivariate analysis; Internal medicine; Disease; Food science; Whole grains","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":[0.0008155665,0.0002926323,0.0002802342,0.0007462928,0.0001927625,0.0004231229,0.0002633515,0.000237096,0.001063929],"category_scores_gemma":[0.001486174,0.0003018749,0.0004141998,0.00147367,0.0001382909,0.0002606182,0.0004585508,0.0003381227,0.0001459705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089015,"about_ca_system_score_gemma":0.0001770369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004379699,"about_ca_topic_score_gemma":0.005467459,"domain_scores_codex":[0.9995114,0.0002096715,0.00004564606,0.00009483382,0.0000892755,0.00004929039],"domain_scores_gemma":[0.9985915,0.0002064657,0.0007126792,0.0001217046,0.0001721177,0.0001955514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000216165,0.00002961933,0.9983437,0.00002677502,0.0001447818,0.00002607715,0.00006077684,0.00003413423,0.0001546383,0.000009327196,0.0001410894,0.0008128044],"study_design_scores_gemma":[0.00001415105,0.00006113385,0.9995093,0.000005799975,0.00005054977,0.00005496983,0.00009213277,0.00004706189,0.00001949074,0.000008356967,0.000134901,0.000002165204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972257,0.0004977153,0.0001581414,0.00004994453,0.000004164381,0.00001951321,0.001627091,0.000004664651,0.0004131127],"genre_scores_gemma":[0.9979699,0.0002542688,0.0001648889,0.00003280376,0.000007971694,0.00002589918,0.00134577,0.00000283207,0.0001955982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004379699,"threshold_uncertainty_score":0.008708417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009750388950375779,"score_gpt":0.2610539925490088,"score_spread":0.251303603598633,"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."}}