{"id":"W4399200889","doi":"10.1093/jcag/gwae017","title":"Outcomes of patients admitted with acute, severe ulcerative colitis on biologic therapy: a retrospective analysis from a tertiary referral hospital","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Queen's University; University of Toronto","funders":"Pfizer Canada; Sandoz Canada; Takeda Canada; University of Toronto; Merck Canada; Eli Lilly Canada; Crohn's and Colitis Canada; Gilead Sciences; Janssen Canada; Amgen Canada; AbbVie Canada; Amgen; Pfizer; Eli Lilly and Company","keywords":"Medicine; Infliximab; Ulcerative colitis; Retrospective cohort study; Colectomy; Referral; Internal medicine; Emergency medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000604182,0.0003535495,0.0005110521,0.001733018,0.001062484,0.001189754,0.0006632952,0.0005123836,0.001436768],"category_scores_gemma":[0.0023954,0.0004641257,0.0004503939,0.002989126,0.0006423187,0.0006070209,0.0009847123,0.0005384411,0.0001922042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299075,"about_ca_system_score_gemma":0.001883585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04943292,"about_ca_topic_score_gemma":0.07002056,"domain_scores_codex":[0.9986275,0.0002436254,0.0002709308,0.0002686712,0.0002942817,0.000294922],"domain_scores_gemma":[0.9954975,0.0004408015,0.002529509,0.0001623897,0.0003967091,0.0009731575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002461565,0.00001404362,0.9993805,0.00000915601,0.0000163908,0.0001400396,0.00009390278,0.00001078238,0.00005008807,0.000005394314,0.00005772232,0.0001973466],"study_design_scores_gemma":[0.000004835829,0.0000621055,0.9986011,0.0000134569,0.00001406164,0.0003507516,0.0007650641,0.00007673681,0.00002483312,0.000005700804,0.00007744029,0.000003900192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989629,0.000178373,0.00002682589,0.00005076101,0.000004143686,0.00001823808,0.0004746005,0.000002481039,0.000281627],"genre_scores_gemma":[0.9993588,0.0001068281,0.00003619672,0.00005388612,0.00001023799,0.00001115998,0.0003820957,0.000001270312,0.00003957864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04943292,"threshold_uncertainty_score":0.09829038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003793255283684216,"score_gpt":0.2104723697360761,"score_spread":0.2066791144523919,"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."}}