{"id":"W3094105410","doi":"10.1136/gutjnl-2020-322539","title":"Effect of IBD medications on COVID-19 outcomes: results from an international registry","year":2020,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":281,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Genentech; Georgia Clinical and Translational Science Alliance; National Center for Advancing Translational Sciences; Crohn's and Colitis Foundation; Leona M. and Harry B. Helmsley Charitable Trust; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Inflammatory Bowel Diseases; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; MEDLINE; Internal medicine; Intensive care medicine; Inflammatory bowel disease; Virology; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001345312,0.00008286371,0.00008315298,0.00001466691,0.0000273375,0.000007678229,0.0002913127,0.00007747851,0.00005573854],"category_scores_gemma":[0.001827161,0.0000726124,0.00006140945,0.00002349109,0.000054541,0.000002915747,0.00005512602,0.00005274627,0.00003953749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001391922,"about_ca_system_score_gemma":0.000109231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002931796,"about_ca_topic_score_gemma":0.00001359078,"domain_scores_codex":[0.9992656,0.00009240221,0.0001733749,0.0002490434,0.0001470893,0.00007250245],"domain_scores_gemma":[0.999213,0.00005073137,0.00009844571,0.0003950544,0.00002955218,0.0002132569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01781804,0.0005391904,0.4095694,0.0002908043,0.00123412,0.0004967179,0.00197281,0.00203008,0.4458588,0.001536011,0.1125717,0.006082408],"study_design_scores_gemma":[0.0124927,0.001776303,0.6571476,0.00004727619,0.0001993095,0.000004841487,0.0001756369,0.001110255,0.09736022,0.0001941522,0.2288043,0.0006873394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928673,0.00001211398,0.0002438135,0.003312531,0.0001395833,0.0001199624,0.0008537293,0.00001878765,0.002432207],"genre_scores_gemma":[0.9946562,0.000009194385,0.00009571455,0.003227336,0.0002340854,0.00001269906,0.001631839,0.000009154625,0.0001238014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3484986,"threshold_uncertainty_score":0.2961048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493663476736383,"score_gpt":0.3216897752171486,"score_spread":0.3067531404497847,"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."}}