{"id":"W4381113004","doi":"10.1136/gutjnl-2023-bsg.186","title":"P114 Filgotinib in ulcerative colitis: early real-world experience in Southampton","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":"","funders":"","keywords":"Medicine; Ustekinumab; Ulcerative colitis; Internal medicine; Infliximab; Adverse effect; Faecal calprotectin; Nice; Retrospective cohort study; Calprotectin; Inflammatory bowel 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":[0.00009754467,0.0001015554,0.00007951387,0.0001742952,0.00004803786,0.00003668869,0.0001350022,0.00005107473,0.00007199051],"category_scores_gemma":[0.00006891602,0.000115156,0.00003915977,0.0003167503,0.00006071659,0.00001465583,0.0001043073,0.00007164978,0.0001007018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001691568,"about_ca_system_score_gemma":0.00006472836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005779522,"about_ca_topic_score_gemma":0.01577613,"domain_scores_codex":[0.9990056,0.0001334051,0.0002214993,0.0002757186,0.0001091866,0.0002546505],"domain_scores_gemma":[0.9995867,0.00002534478,0.0000404064,0.0002361525,0.00004291808,0.00006847354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000212395,0.00005723179,0.9794818,0.0000156762,0.00001227596,0.000168238,0.009806955,0.0002631134,0.008004149,0.0002325141,0.001580508,0.0001651263],"study_design_scores_gemma":[0.0006023129,0.00001958257,0.9930153,0.00001433488,0.000002638809,9.332669e-7,0.001242751,0.0001222064,0.004406164,0.0001212141,0.0003257819,0.0001267341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907522,0.00000505789,0.0000202651,0.0001379354,0.00009356391,0.0003639445,0.00007253127,0.00002450109,0.00853005],"genre_scores_gemma":[0.9954146,0.00001285227,0.00003891736,0.000114947,0.00006494079,0.0003342141,0.0002684683,0.0000161274,0.003734999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01519818,"threshold_uncertainty_score":0.880345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829739872943664,"score_gpt":0.3306813404735782,"score_spread":0.3023839417441416,"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."}}