{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000485126,0.0001362617,0.00091494,0.0006651895,0.00005179225,0.000008271529,0.0001768959,0.0001162532,0.0001401926],"category_scores_gemma":[0.0004297541,0.00009067562,0.000307929,0.000735909,0.00008231735,0.00005438172,0.00002494731,0.0002545842,4.130586e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944749,"about_ca_system_score_gemma":0.000539471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598143,"about_ca_topic_score_gemma":0.2184352,"domain_scores_codex":[0.9980382,0.0004080618,0.000644392,0.0001383794,0.0004693183,0.0003016832],"domain_scores_gemma":[0.9961444,0.0001446199,0.002045338,0.0002085462,0.001308077,0.0001490547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008848435,0.0001995278,0.9923523,0.000009576084,0.004302687,0.00001445303,0.0003411171,0.00005975701,0.000226692,0.00002459935,0.001551358,0.00003306606],"study_design_scores_gemma":[0.003761276,0.004490566,0.9905698,0.00005697751,0.0006650724,0.000006274762,0.000150633,0.00002814769,0.0001521417,0.0000351798,0.000044074,0.00003980012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938365,0.000001457545,0.00001009526,0.004842439,0.000169742,0.0003127721,0.0006309004,0.000004079015,0.000191987],"genre_scores_gemma":[0.9987965,0.00001266022,0.0001878929,0.000580409,0.00002087376,0.000002431124,0.00004778133,0.00001015817,0.0003412925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215837,"threshold_uncertainty_score":0.7958264,"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."}}