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In the "Algorithm" section, the specificities of the algorithm and sub-algorithms are discussed.
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Specificities of the algorithms were greater than 90% for all conditions except for hypertension at 79.2%.
The trade-off to this method is that the algorithmic detection can become overly broad, and the specificity of the algorithm is lowered.
The specificity of the algorithm was also not satisfactory, since we obtained a value of 98.8%.
The benefits of using these prediction algorithms are dependent on the capacity to increase the effective proportion of causative variants, which is highly dependent on the sensitivity and specificity of the algorithm used.
The sensitivity and specificity of the algorithm to diagnose smear-negative TB in HIV-positive TB suspects was 58.8% (95%CI: 42.2%–73.6%) and 79.4% (95%CI: 74.8%–82.4%) respectively.
The specificity of the algorithm in classifying consultations as being respiratory-related exceeds that previously reported.
A very high specificity of the algorithm is one of its strengths.
However, when evaluated in a South African cohort, the sensitivity and specificity of the algorithm were unacceptably low [ 7].
As illustrated in the ROC curve in Figure 6, the sensitivity and specificity of the algorithm are very good.
In addition, we applied a rather stringent criterion to ascertain ANVUGIB episodes to increase the specificity of the algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com