{"id":"W3201446586","doi":"10.1053/j.gastro.2021.09.011","title":"Impact of Medications on COVID-19 Outcomes in Inflammatory Bowel Disease: Analysis of More Than 6000 Patients From an International Registry","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Division of Gastroenterology and Hepatology, School of Medicine, Indiana University; Janssen Pharmaceuticals; Genentech; National Institutes of Health; Medizinische Universität Wien; Ferring Pharmaceuticals; Shire; Universität Wien; Seres Therapeutics; Nippon Kayaku; Crohn's and Colitis Foundation; Bristol-Myers Squibb; Nestlé Health Science; Merck; Diagnostic Services Manitoba; Takeda Pharmaceuticals U.S.A.; Université Catholique de Louvain; National Center for Advancing Translational Sciences; Meso Scale Diagnostics; Leona M. and Harry B. Helmsley Charitable Trust; Sociedade Beneficente Israelita Brasileira Albert Einstein; Amgen; Boehringer Ingelheim; Schering-Plough; AbbVie; Novartis; Celgene; School of Public Health, University of California Berkeley; University of Pennsylvania; GlaxoSmithKline; Nestlé Nutrition Institute; Pfizer; Chinese University of Hong Kong; Eli Lilly and Company; National Institute of Diabetes and Digestive and Kidney Diseases; MedImmune; Sanofi; University of Otago; Abbott Laboratories; Gilead Sciences","keywords":"Inflammatory bowel disease; Medicine; Coronavirus disease 2019 (COVID-19); Inflammatory Bowel Diseases; Internal medicine; 2019-20 coronavirus outbreak; Disease; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Gastroenterology; Virology; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001228984,0.0003457225,0.0007990976,0.001869718,0.0005897558,0.001380628,0.0005237907,0.000523072,0.000966356],"category_scores_gemma":[0.003289612,0.0003151315,0.0009397456,0.00473361,0.000421049,0.001033832,0.001267159,0.0007308295,0.0002467765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004424751,"about_ca_system_score_gemma":0.0006200824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004988346,"about_ca_topic_score_gemma":0.005844137,"domain_scores_codex":[0.9981809,0.0004478632,0.0003315122,0.0004288213,0.0003477475,0.0002633118],"domain_scores_gemma":[0.995039,0.0007085782,0.002940823,0.0004626326,0.0003517872,0.000497095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006160477,0.00001204709,0.9990407,0.00000965007,0.00006813949,0.00003697074,0.00002944384,0.00001986605,0.00003285054,0.00001092621,0.00008327227,0.0005945945],"study_design_scores_gemma":[0.000005726755,0.0000400045,0.999257,0.000008785894,0.00004495327,0.0001625224,0.0001477331,0.0000572756,0.00002963168,0.00001008817,0.0002324242,0.000003919822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945963,0.0008100767,0.0001141437,0.00006742069,0.00001200848,0.00001237825,0.003700494,0.000005758957,0.0006815411],"genre_scores_gemma":[0.9936395,0.0007576199,0.0001781401,0.00007290435,0.00003233476,0.00002939459,0.005118946,0.000007533484,0.0001635641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004988346,"threshold_uncertainty_score":0.00991863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007266847197820709,"score_gpt":0.3012580544186111,"score_spread":0.2939912072207904,"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."}}