{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00403915,0.0003465781,0.0006522071,0.001539176,0.0002785566,0.0009526458,0.0005101787,0.0003858575,0.001154778],"category_scores_gemma":[0.01391102,0.0002239927,0.001346764,0.003403759,0.0003477374,0.0008337076,0.001110072,0.0005761895,0.0002236137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310649,"about_ca_system_score_gemma":0.0004769001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002750527,"about_ca_topic_score_gemma":0.002908261,"domain_scores_codex":[0.994379,0.002323298,0.001016257,0.001062031,0.0008916895,0.0003278346],"domain_scores_gemma":[0.9740052,0.003824806,0.0184208,0.001653443,0.00153158,0.0005640999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001393195,0.00001260257,0.9979931,0.00004661992,0.0001938342,0.00001623316,0.00003490868,0.00004232463,0.00003131642,0.00001371783,0.0001060295,0.001369999],"study_design_scores_gemma":[0.00001422975,0.00009734043,0.9991002,0.00003264164,0.0001307813,0.000120624,0.00008556919,0.00008667237,0.00004428332,0.000007062267,0.0002773193,0.0000034358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914016,0.002324247,0.0003428386,0.0001185138,0.000016013,0.00003698662,0.004601058,0.00001155848,0.001147216],"genre_scores_gemma":[0.9954966,0.0007545229,0.0002397254,0.00005628257,0.00002384916,0.00003418676,0.003300796,0.0000076559,0.00008636083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00403915,"threshold_uncertainty_score":0.02136135,"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."}}