{"id":"W4386624403","doi":"10.1001/jama.2023.15389","title":"Ulcerative Colitis in Adults","year":2023,"lang":"en","type":"review","venue":"JAMA","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":625,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Ulcerative colitis; Gastroenterology; Calprotectin; Infliximab; Colonoscopy; Inflammatory bowel disease; Colectomy; Adalimumab; Colorectal cancer; Pancolitis; Vedolizumab; Cancer; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566867,0.0002421771,0.000441886,0.00008356491,0.00002409953,0.00002754003,0.0002196444,0.0004329152,0.00003183755],"category_scores_gemma":[0.0001664047,0.0002270864,0.0002429802,0.0001254107,0.0000376793,0.000001812702,0.0001391106,0.0001818393,0.0004648354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004384717,"about_ca_system_score_gemma":0.0003211442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002630256,"about_ca_topic_score_gemma":0.0004017091,"domain_scores_codex":[0.998744,0.0001858665,0.0003252173,0.0004094797,0.00009488961,0.0002405246],"domain_scores_gemma":[0.9993572,0.00001789366,0.0001210644,0.0003732255,0.00004995747,0.00008069593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001442407,0.00003397295,0.00002062041,0.01695425,0.0001187571,0.0009024908,0.00004945431,8.271946e-7,6.93649e-7,0.0001997215,0.01241759,0.9691574],"study_design_scores_gemma":[0.0004140665,0.00002440655,0.001451283,0.005414869,0.00004451293,0.000008391901,0.00001225845,0.00000152382,0.000002151016,0.00001898105,0.9923508,0.0002568169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00063062,0.9955924,0.000001394572,0.00001014145,0.0002034268,0.0006984504,0.0002453232,0.00002369568,0.002594521],"genre_scores_gemma":[0.0000272762,0.9961378,0.00001798796,0.00006563879,0.0005653964,0.0002986204,0.0009018568,0.00006392117,0.001921477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9799331,"threshold_uncertainty_score":0.9260316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01952456949889019,"score_gpt":0.3024096634926852,"score_spread":0.282885093993795,"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."}}