{"id":"W4408497622","doi":"10.1093/crocol/otaf021","title":"Racial Disparities in Utilization of Medications and Disease Outcomes in Inflammatory Bowel Disease Patients","year":2025,"lang":"en","type":"article","venue":"Crohn s & Colitis 360","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vedolizumab; Adalimumab; Ulcerative colitis; Inflammatory bowel disease; Internal medicine; Ustekinumab; Golimumab; Odds ratio; Infliximab; Pouchitis; Crohn's disease; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005192601,0.0000888822,0.0001606352,0.0004550165,0.0002715409,0.0003486084,0.0001221081,0.0002208783,0.00174578],"category_scores_gemma":[0.00176399,0.00006343091,0.0002290127,0.0006274299,0.0001161795,0.0002058547,0.0003080563,0.0002470239,0.00009909478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609937,"about_ca_system_score_gemma":0.0002767301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005405808,"about_ca_topic_score_gemma":0.006262841,"domain_scores_codex":[0.9996377,0.0001358689,0.00003501272,0.00005517185,0.00005582848,0.00008036988],"domain_scores_gemma":[0.9991916,0.0001468474,0.0004509267,0.00002765292,0.00005281285,0.0001302288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009135831,0.00004354204,0.9968207,0.00001013087,0.00006264741,0.00002865337,0.00008322284,0.00004916038,0.00008931087,0.0001052149,0.0001790733,0.002436962],"study_design_scores_gemma":[0.00001142832,0.0000494046,0.9988155,0.00001809488,0.0000434877,0.00009205529,0.0001577992,0.0002722368,0.0000488957,0.0001323084,0.0003562977,0.000002558589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983686,0.0003843465,0.00005156155,0.0001966094,0.000006281758,0.000004200699,0.0001984654,0.000001372986,0.0007886447],"genre_scores_gemma":[0.9995822,0.0001216458,0.00003798721,0.00006073738,0.000009357748,0.000003139111,0.0001323216,5.528582e-7,0.00005194782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005405808,"threshold_uncertainty_score":0.01074868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006301511030507384,"score_gpt":0.2568580738348542,"score_spread":0.2505565628043468,"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."}}