{"id":"W3015718611","doi":"10.1053/j.gastro.2020.04.012","title":"AGA Clinical Practice Update on Management of Inflammatory Bowel Disease During the COVID-19 Pandemic: Expert Commentary","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"UCB Pharma; Genentech; Celgene; Janssen Pharmaceuticals; Gilead Sciences; Seres Therapeutics; GlaxoSmithKline; Osiris Therapeutics; Sanofi; Research and Development Corporation of Newfoundland and Labrador; Takeda Pharmaceuticals U.S.A.; Pfizer; Shire; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Inflammatory bowel disease; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Inflammatory Bowel Diseases; Disease; Clinical Practice; Virology; Internal medicine; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005839448,0.0001746952,0.0003363086,0.0000542075,0.0001009975,0.000006871848,0.0002121322,0.00006734108,0.0001119591],"category_scores_gemma":[0.0005678157,0.0001288767,0.0001531218,0.00005879078,0.0001967503,0.00006865821,0.0002295366,0.0004507219,0.00003441226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739067,"about_ca_system_score_gemma":0.0001113936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005371342,"about_ca_topic_score_gemma":0.0000239197,"domain_scores_codex":[0.9978422,0.0004658708,0.0006300335,0.0003631024,0.0002902867,0.0004085147],"domain_scores_gemma":[0.9979079,0.0003332782,0.0002554315,0.0004732556,0.00004792267,0.0009822641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02328186,0.0003360565,0.9337649,0.0007625464,0.0003157308,0.001126077,0.0005956634,0.00004829664,0.00005189032,0.00005853963,0.03880323,0.0008551824],"study_design_scores_gemma":[0.00577061,0.001622538,0.7883025,0.00007507563,0.0002028789,0.00009984544,0.0005788957,0.00008520734,0.000006604819,0.00001790645,0.2031654,0.0000725291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6109225,0.0001360675,0.000256104,0.3879458,0.0001666588,0.0004573945,0.00002108461,0.00005578688,0.00003870217],"genre_scores_gemma":[0.5755009,0.00084853,0.0001770855,0.4231504,0.0002547131,0.00002374798,0.00002098077,0.00001347274,0.00001016718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1643621,"threshold_uncertainty_score":0.5255439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09912863441796235,"score_gpt":0.426381361536512,"score_spread":0.3272527271185497,"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."}}