{"id":"W4381112918","doi":"10.1136/gutjnl-2023-bsg.124","title":"P52 Benefits of high versus low dose upadacitinib as maintenance treatment in ulcerative colitis","year":2023,"lang":"en","type":"article","venue":"Poster presentations","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Maintenance therapy; Ulcerative colitis; Gastroenterology; Internal medicine; Maintenance dose; Placebo; Chemotherapy; Disease; 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":[0.00004635123,0.0001090753,0.00009798016,0.00007338902,0.00004355332,0.00001449844,0.00009240921,0.00005472968,0.0000586482],"category_scores_gemma":[0.00007711486,0.0001085866,0.00006108035,0.0001340405,0.00006234927,0.000008420507,0.00006228703,0.000028988,0.00008152828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002561057,"about_ca_system_score_gemma":0.0001037554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002528854,"about_ca_topic_score_gemma":0.002004491,"domain_scores_codex":[0.9992099,0.00007798514,0.0001878389,0.0002230173,0.00009939454,0.0002018501],"domain_scores_gemma":[0.9995087,0.00003720937,0.00005748389,0.0002410362,0.00008987626,0.0000656809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06506231,0.005561677,0.4761344,0.001005994,0.003709295,0.003689026,0.03630054,0.06954367,0.1602719,0.07551184,0.05874228,0.04446706],"study_design_scores_gemma":[0.004234478,0.0002608584,0.9655852,0.00002247818,0.00002451239,0.000003454197,0.0005018459,0.00008022775,0.02838452,0.0002330342,0.0005156381,0.0001537606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956277,0.00001627554,0.00001201816,0.0002532521,0.0001598628,0.0004203856,0.0004241593,0.00001493241,0.003071392],"genre_scores_gemma":[0.9965997,0.00006499179,0.0000567413,0.00005843441,0.0000677063,0.0002090217,0.0006995386,0.00001576365,0.002228086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894508,"threshold_uncertainty_score":0.4428034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976801179432019,"score_gpt":0.2952122225959953,"score_spread":0.2754442108016751,"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."}}