{"id":"W3002139628","doi":"10.1016/j.cgh.2020.01.023","title":"Assessing National Trends and Disparities in Ambulatory, Emergency Department, and Inpatient Visits for Inflammatory Bowel Disease in the United States (2005–2016)","year":2020,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta; Robarts Clinical Trials; University of Calgary","funders":"Takeda Canada; Merck Sharp and Dohme; Genentech; Ferring Pharmaceuticals; Novo Nordisk; Kyowa Hakko Kirin; Celgene; Biogen; National Institute of Diabetes and Digestive and Kidney Diseases; Tillotts Pharma; Hospira; Amgen; Boehringer Ingelheim; Janssen Pharmaceuticals; Gilead Sciences; Roche; Pfizer; Shire; Eli Lilly and Company; Bristol-Myers Squibb; AbbVie; Merck","keywords":"Medicine; Emergency department; Ambulatory; Inflammatory bowel disease; Emergency medicine; Ambulatory care; Health care; Inpatient care; Logistic regression; Demography; Disease; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001173765,0.0002052132,0.0003224642,0.001147851,0.0003001816,0.0006608472,0.0005499903,0.0004967919,0.0007382432],"category_scores_gemma":[0.002331936,0.0002472826,0.0007969437,0.002493378,0.0001959064,0.0006944213,0.0009306038,0.0006818515,0.0001425433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858045,"about_ca_system_score_gemma":0.001449181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1017099,"about_ca_topic_score_gemma":0.1687822,"domain_scores_codex":[0.9992648,0.00009788489,0.0001684338,0.0001656072,0.0001528268,0.0001504465],"domain_scores_gemma":[0.9985685,0.0001386515,0.0006271936,0.00008656406,0.0003365026,0.0002424403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004261293,0.00001898744,0.9978936,0.00001730807,0.00008526949,0.000009680972,0.0000409371,0.00006880381,0.00003385681,0.00003376382,0.0003787377,0.001376374],"study_design_scores_gemma":[0.000002262526,0.00001617086,0.9992132,0.00001258186,0.00003257483,0.00002327093,0.0001754065,0.000143438,0.00002547163,0.00001272805,0.0003407488,0.000002065909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877036,0.001020945,0.0001605906,0.0002822986,0.00004086453,0.00001575943,0.00987002,0.000009456111,0.000896458],"genre_scores_gemma":[0.9916354,0.0005649653,0.0002214262,0.0001087421,0.00002320682,0.00001778023,0.007173993,0.000003632045,0.0002508618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017099,"threshold_uncertainty_score":0.2022358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304834046107013,"score_gpt":0.328972556944656,"score_spread":0.2984891523339547,"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."}}