{"id":"W4323351268","doi":"10.1093/jcag/gwac036.209","title":"A209 ASSESSMENT OF OUTCOMES OF PATIENTS ADMITTED WITH ACUTE, SEVERE ULCERATIVE COLITIS ON ESTABLISHED BIOLOGIC THERAPY: A SINGLE CENTRE RETROSPECTIVE ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Queen's University; University of Toronto","funders":"","keywords":"Medicine; Ulcerative colitis; Retrospective cohort study; Population; Anemia; Internal medicine; Colectomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345632,0.000446034,0.0007091786,0.003139664,0.001019628,0.001261285,0.000727247,0.0005494815,0.001815615],"category_scores_gemma":[0.003460716,0.0005446012,0.0008816264,0.00354459,0.0008349427,0.0008272361,0.001209701,0.0004093393,0.0002620993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726265,"about_ca_system_score_gemma":0.001439201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02551572,"about_ca_topic_score_gemma":0.02670563,"domain_scores_codex":[0.9975984,0.0004660945,0.0005614542,0.0005691637,0.000450194,0.0003546679],"domain_scores_gemma":[0.9935981,0.000801963,0.003765616,0.0003298945,0.0006957755,0.000808687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007289226,0.00001883778,0.9993683,0.00001746679,0.00003607771,0.00008576243,0.00008101345,0.00001250501,0.00005380113,0.000005591858,0.00002987951,0.0002179773],"study_design_scores_gemma":[0.00001171844,0.0002213698,0.9982602,0.00001869081,0.00004490319,0.0003604355,0.0007850897,0.0001237279,0.00004332484,0.000008714243,0.0001136515,0.000008179484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987901,0.0002112324,0.00007220173,0.00001511026,0.000004157677,0.00004605837,0.0006297901,0.000002738983,0.0002285806],"genre_scores_gemma":[0.9991661,0.00009068111,0.00006845425,0.00002024338,0.000009861245,0.00003479404,0.0005652827,0.000001669111,0.00004292428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02551572,"threshold_uncertainty_score":0.05073446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008849447001830877,"score_gpt":0.2561749665732921,"score_spread":0.2473255195714613,"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."}}