{"id":"W4381113094","doi":"10.1136/gutjnl-2023-bsg.123","title":"P51 Benefit-risk of upadacitinib in patients with moderately to severe ulcerative colitis (UC)","year":2023,"lang":"en","type":"article","venue":"Poster presentations","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Clinical endpoint; Gastroenterology; Internal medicine; Placebo; Confidence interval; Phases of clinical research; Randomized controlled trial; Surgery; Clinical trial; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005549625,0.0001023028,0.00008979311,0.00009447879,0.00005711688,0.00001965113,0.00009739315,0.00004669687,0.00003406995],"category_scores_gemma":[0.0000561476,0.00009866487,0.00003422368,0.0001813191,0.00003328732,0.00001124093,0.00008420747,0.00004551644,0.00004081978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009382512,"about_ca_system_score_gemma":0.00005367394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006335864,"about_ca_topic_score_gemma":0.0008458911,"domain_scores_codex":[0.9991999,0.00007085838,0.0001795712,0.000222741,0.0001433435,0.0001836113],"domain_scores_gemma":[0.9994213,0.00001760773,0.00006019223,0.0002230235,0.000193397,0.00008445685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002711314,0.0001496616,0.9819905,0.00003711888,0.0001154908,0.000021179,0.001819704,0.009534526,0.0006950084,0.0001376972,0.00210852,0.0006792935],"study_design_scores_gemma":[0.001217388,0.0001191765,0.9949958,0.00001282973,0.00001591964,5.05708e-7,0.0002155216,0.0001011953,0.002983299,0.00009373874,0.000118991,0.0001255909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965673,0.000002575225,0.0001014771,0.00008762721,0.00003804726,0.000555725,0.0007861904,0.00001285337,0.001848218],"genre_scores_gemma":[0.9980405,0.000003780046,0.0001968189,0.0001146287,0.00002643053,0.0001168951,0.0007201222,0.00001900955,0.0007617943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01300536,"threshold_uncertainty_score":0.4023437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009302863945968014,"score_gpt":0.2519886369935889,"score_spread":0.2426857730476209,"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."}}