{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010029,0.0001375383,0.0001388306,0.0001594882,0.00005257553,0.00002146332,0.0001304775,0.00007808051,0.00001402413],"category_scores_gemma":[0.0006346397,0.0001524661,0.00005231329,0.00009422183,0.0002190079,0.00001518854,0.0001310524,0.0000597215,0.000001527788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003469965,"about_ca_system_score_gemma":0.0004430914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003410247,"about_ca_topic_score_gemma":0.0004477134,"domain_scores_codex":[0.9989243,0.0000945365,0.0003643349,0.0002746946,0.0001384073,0.0002037591],"domain_scores_gemma":[0.9992985,0.00002108915,0.00007857923,0.000295305,0.0000930678,0.0002134796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005159816,0.0001919638,0.9946711,0.0002139254,0.00001591793,0.00003655697,0.00006128662,0.00002456556,0.00003980128,0.003455296,0.0002633392,0.0005102394],"study_design_scores_gemma":[0.001167508,0.00001085995,0.9964474,0.00008982253,0.00002839338,4.844556e-8,0.00002962692,0.0001248492,0.00005408529,0.001254735,0.0006629565,0.0001297149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981627,0.0005161348,0.00005149658,0.0001846767,0.0001210472,0.0004456126,0.0002287055,0.000009288287,0.0002803674],"genre_scores_gemma":[0.9987858,0.0001346784,0.00001496576,0.0002898674,0.00002308985,0.0001588239,0.0003027268,0.00001176442,0.0002782679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002200561,"threshold_uncertainty_score":0.6217388,"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."}}