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Available from: https:\/\/www.cms.gov\/Medicare\/Medicare-Fee-for-Service-Payment\/ClinicalLabFeeSched\/Clinical-Laboratory-Fee-Schedule-Files.html<\/ext-link>"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1186\/s13104-017-2754-y","article-title":"A systematic synthesis of direct costs to treat and manage tuberculosis disease applied to California, 2015","volume":"10","author":"P Oh","year":"2017","journal-title":"BMC Res Notes"},{"key":"ref41","first-page":"257","article-title":"Recent developments in treatment of latent tuberculosis infection","volume":"133","author":"D Menzies","year":"2011","journal-title":"Indian J Med Res"},{"issue":"4","key":"ref42","first-page":"555","article-title":"Efficacy of various durations of isoniazid preventive therapy for tuberculosis: five years of follow-up in the IUAT trial","volume":"60","year":"1982","journal-title":"Bull World Health Organ"},{"key":"ref43","unstructured":"California Health Interveiw Survey. CHIS 2001, 2003, 2007, 2011, 2014 Adult Public Use File. [computer file]. Los Angeles, CA: UCLA Center for Health Policy Research; 2015."},{"key":"ref44","unstructured":"Centers for Disease Control and Prevention. Behavioral Risk Factor Surveillance System Survey Data. Atlanta, GA: Department of Health and Human Services; 2001. at <https:\/\/www.cdc.gov\/brfss\/<\/ext-link>>."},{"key":"ref45","first-page":"657","article-title":"Prevalence of diagnosed and undiagnosed HIV infection-United States, 2008\u20132012","volume":"64","author":"HI Hall","year":"2015","journal-title":"MMWR Morb Mortal Wkly Rep"},{"key":"ref46","doi-asserted-by":"crossref","first-page":"1424","DOI":"10.1016\/j.cgh.2007.07.012","article-title":"The prevalence and geographic distribution of Crohn\u2019s disease and ulcerative colitis in the United States","volume":"5","author":"MD Kappelman","year":"2007","journal-title":"Clin Gastroenterol Hepatol"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"1907","DOI":"10.1053\/j.gastro.2008.09.012","article-title":"Direct health care costs of Crohn\u2019s disease and ulcerative colitis in US children and adults","volume":"135","author":"MD Kappelman","year":"2008","journal-title":"Gastroenterology"},{"key":"ref48","doi-asserted-by":"crossref","first-page":"662","DOI":"10.1016\/j.jpeds.2012.03.045","article-title":"Healthcare utilization and comorbidity burden among children and young adults in the United States with systemic lupus erythematosus or inflammatory bowel disease","volume":"161","author":"S Karve","year":"2012","journal-title":"J Pediatr"},{"key":"ref49","doi-asserted-by":"crossref","first-page":"1743","DOI":"10.1002\/acr.22055","article-title":"Trends in the use of biologic agents among rheumatoid arthritis patients enrolled in the US Medicare program","volume":"65","author":"J Zhang","year":"2013","journal-title":"Arthritis Care Res"},{"key":"ref50","doi-asserted-by":"crossref","first-page":"917","DOI":"10.1002\/art.10897","article-title":"Prevalence of rheumatoid arthritis in persons 60 years of age and older in the United States: effect of different methods of case classification","volume":"48","author":"EK Rasch","year":"2003","journal-title":"Arthritis Rheum"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"1316","DOI":"10.1136\/annrheumdis-2013-204627","article-title":"The global burden of rheumatoid arthritis: estimates from the Global Burden of Disease 2010 study","volume":"73","author":"M Cross","year":"2014","journal-title":"Ann Rheum Dis"},{"key":"#cr-split#-ref52.1","unstructured":"16. 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