{"id":"W7093370924","doi":"10.1093/ibd/izab237\">10.1093/ibd/izab237</a></p&gt","title":"Towards Equitable Surgical Management of Inflammatory Bowel Disease: A Systematic Review of Disparities in Surgery for Inflammatory Bowel Disease","year":2022,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Socioeconomic status; Observational study; Health equity; Disease; MEDLINE; Multidisciplinary approach; Outcomes research; Inflammatory Bowel Diseases; Epidemiology; Systematic review","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001842093,0.0002601519,0.0006649942,0.0002710516,0.0002821099,0.000009010364,0.0007011475,0.00008165692,0.00005119725],"category_scores_gemma":[0.0001910404,0.00032882,0.0006727897,0.0002144876,0.000262695,0.00004225762,0.001036712,0.0002279518,0.00000212431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009956313,"about_ca_system_score_gemma":0.0004914081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001478469,"about_ca_topic_score_gemma":0.00001603832,"domain_scores_codex":[0.9974289,0.0005601185,0.0006073092,0.0004112685,0.000585361,0.0004070733],"domain_scores_gemma":[0.9978175,0.0000600431,0.0006057114,0.000972187,0.00024509,0.0002994697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.003124278,0.0004193739,0.3392565,0.6503435,0.0005707607,0.001190042,0.0003125459,0.0007566381,0.0001202327,0.002629129,0.001245645,0.00003128234],"study_design_scores_gemma":[0.004914088,0.0001880027,0.9247553,0.05710026,0.002678611,0.00001348898,0.005581679,0.0007586774,0.0001187735,0.0003823977,0.002201761,0.001306964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733562,0.02263298,0.000106827,0.0001762069,0.0001101107,0.001737914,0.001668625,0.00002100899,0.00019009],"genre_scores_gemma":[0.9972951,0.00173876,0.0001237044,0.00004510114,0.00001956977,0.00006618127,0.0003857008,0.00003319431,0.000292661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5932433,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093391181934416,"score_gpt":0.2186598015919202,"score_spread":0.2077258897725761,"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."}}