“…When using this algorithm, children are classified as having pneumonia based on symptoms of coughing, shortness of breath, and elevated respiratory rate; and severity was defined according to the presence or absence of danger signs including chest indrawing, inability to feed, convulsions, lethargy, or stridor at rest [6]. The diagnostic accuracy the algorithm appeared to vary with nutritional status [7,8], age [9], high altitude [10], prevalence of non-severe pneumonia, and prevalence of wheezing [11][12][13]. The sensitivity of this algorithm has varied from 77 to 94 % and specificity from 39 to 98 % across multiple studies [7-10, 14, 15].…”