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Available online: https:\/\/edition.cnn.com\/2019\/07\/19\/tech\/pampers-smart-diapers\/index.html."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1337","DOI":"10.1016\/j.jaci.2013.07.008","article-title":"Assessment of clinical signs of atopic dermatitis: A systematic review and recommendation","volume":"132","author":"Schmitt","year":"2013","journal-title":"J. Allergy Clin. Immunol."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1034\/j.1600-0625.2001.100102.x","article-title":"The eczema area and severity index (EASI): Assessment of reliability in atopic dermatitis","volume":"10","author":"Hanifin","year":"2001","journal-title":"Exp. Dermatol."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1159\/000245677","article-title":"Clinical Validation and Guidelines for the SCORAD Index: Consensus Report of the European Task Force on Atopic Dermatitis","volume":"195","author":"Kunz","year":"1997","journal-title":"Dermatology"},{"key":"ref_12","unstructured":"Onnela, L., and Harvard, T.H. (2019, July 26). Chan School of Public Health Beiwe Platform. Available online: https:\/\/www.beiwe.org\/."},{"key":"ref_13","unstructured":"BIDMC (2019, July 26). mindLAMP. Available online: http:\/\/mindlamp.webflow.io\/."},{"key":"ref_14","unstructured":"(2019, July 26). RADAR-Base. 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