id author title date pages extension mime words sentences flesch summary cache txt cord-001045-jm60nxc2 DeLisle, Sylvain Using the Electronic Medical Record to Identify Community-Acquired Pneumonia: Toward a Replicable Automated Strategy 2013-08-13 .txt text/plain 4332 209 45 METHODS: A manual EMR review of 2747 outpatient ARI visits with associated chest imaging identified x-ray reports that could support the diagnosis of pneumonia (kappa score = 0.88 (95% CI 0.82∶0.93)), along with attendant cases with Possible Pneumonia (adds either cough, sputum, fever/chills/night sweats, dyspnea or pleuritic chest pain) or with Pneumonia-in-Plan (adds pneumonia stated as a likely diagnosis by the provider). The ARI CDA flagged an outpatient visit if the provider assigned it an ARI-related International Disease Classification, 9 th Revision, Clinical Modification (ICD-9) diagnostic code OR issued a prescription for a cough remedy OR documented at least two symptoms from the above ARI case definition in his/her clinical note, as retrieved by computerized text analysis [10] . Discussion Automated text analyses of chest imaging reports improved the performance of EMR-based CDAs that included structured data elements and free-text search for ARI symptoms. ./cache/cord-001045-jm60nxc2.txt ./txt/cord-001045-jm60nxc2.txt