{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,22]],"date-time":"2026-09-22T11:40:29Z","timestamp":1790077229297,"version":"4.0.1"},"reference-count":10,"publisher":"Wiley","issue":"S1","license":[{"start":{"date-parts":[[2012,1,19]],"date-time":"2012-01-19T00:00:00Z","timestamp":1326931200000},"content-version":"vor","delay-in-days":18,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"name":"Food and Drug Administration (FDA) through Department of Health and Human Services","award":["HHSF223200910006I"],"award-info":[{"award-number":["HHSF223200910006I"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pharmacoepidemiology and Drug"],"published-print":{"date-parts":[[2012,1]]},"abstract":"<jats:title>ABSTRACT<\/jats:title><jats:sec><jats:title>Purpose<\/jats:title><jats:p>The Food and Drug Administration's (FDA) Mini\u2010Sentinel pilot program initially aims to conduct active surveillance to refine safety signals that emerge for marketed medical products. A key facet of this surveillance is to develop and understand the validity of algorithms for identifying health outcomes of interest (HOIs) from administrative and claims data. This paper summarizes the process and findings of the algorithm review of acute respiratory failure (ARF).<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>PubMed and Iowa Drug Information Service searches were conducted to identify citations applicable to the anaphylaxis HOI. Level 1 abstract reviews and Level 2 full\u2010text reviews were conducted to find articles using administrative and claims data to identify ARF, including validation estimates of the coding algorithms.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>Our search revealed a deficiency of literature focusing on ARF algorithms and validation estimates. Only two studies provided codes for ARF, each using related yet different ICD\u20109 codes (i.e., ICD\u20109 codes 518.8, \u201cother diseases of lung,\u201d and 518.81, \u201cacute respiratory failure\u201d). Neither study provided validation estimates.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>Research needs to be conducted on designing validation studies to test ARF algorithms and estimating their predictive power, sensitivity, and specificity. Copyright \u00a9 2012 John Wiley &amp; Sons, Ltd.<\/jats:p><\/jats:sec>","DOI":"10.1002\/pds.2326","type":"journal-article","created":{"date-parts":[[2012,1,19]],"date-time":"2012-01-19T14:38:33Z","timestamp":1326983913000},"page":"261-264","source":"Crossref","is-referenced-by-count":15,"title":["A systematic review of validated methods for identifying acute respiratory failure using administrative and claims data"],"prefix":"10.1002","volume":"21","author":[{"given":"Natalie","family":"Jones","sequence":"first","affiliation":[{"name":"United BioSource Corporation  Lexington MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gary","family":"Schneider","sequence":"additional","affiliation":[{"name":"United BioSource Corporation  Lexington MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sumesh","family":"Kachroo","sequence":"additional","affiliation":[{"name":"United BioSource Corporation  Lexington MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Philip","family":"Rotella","sequence":"additional","affiliation":[{"name":"United BioSource Corporation  Lexington MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ruzan","family":"Avetisyan","sequence":"additional","affiliation":[{"name":"United BioSource Corporation  Lexington MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthew W.","family":"Reynolds","sequence":"additional","affiliation":[{"name":"United BioSource Corporation  Lexington MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2012,1,19]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1093\/ageing\/afn060"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1183\/09031936.03.00038503"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.1097\/00002727-200410000-00006"},{"key":"e_1_2_8_5_1","doi-asserted-by":"publisher","DOI":"10.1378\/chest.118.4.1100"},{"key":"e_1_2_8_6_1","first-page":"1121","article-title":"Incidence, severity, and mortality of acute respiratory failure in Berlin, Germany","volume":"151","author":"Lewandowski K","year":"1995","journal-title":"Am J Respir Crit Care Med"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.1164\/ajrccm.159.6.9808136"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/pds.2321"},{"key":"e_1_2_8_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1098-7339(03)00095-6"},{"key":"e_1_2_8_10_1","doi-asserted-by":"publisher","DOI":"10.1136\/thx.2007.081893"},{"key":"e_1_2_8_11_1","first-page":"335","article-title":"Epidemiology of acute respiratory failure","volume":"23","author":"Viegi G","year":"2008","journal-title":"Rassegna di Patologia dell'Apparato Respiratorio"}],"container-title":["Pharmacoepidemiology and Drug Safety"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fpds.2326","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1002%2Fpds.2326","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/pds.2326","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,25]],"date-time":"2023-09-25T10:11:30Z","timestamp":1695636690000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/pds.2326"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,1]]},"references-count":10,"journal-issue":{"issue":"S1","published-print":{"date-parts":[[2012,1]]}},"alternative-id":["10.1002\/pds.2326"],"URL":"https:\/\/doi.org\/10.1002\/pds.2326","archive":["Portico"],"relation":{},"ISSN":["1053-8569","1099-1557"],"issn-type":[{"value":"1053-8569","type":"print"},{"value":"1099-1557","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,1]]}}}