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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 specificity of the algorithm in classifying consultations as being respiratory-related exceeds that previously reported.
In addition, we applied a rather stringent criterion to ascertain ANVUGIB episodes to increase the specificity of the algorithm.
Blood collection more than once a week would have greatly improved the sensitivity and modestly improved the specificity of the algorithm.
We determined the specificity of the algorithm by testing that the combination of the three search categories yielded fewer hits than any combination of two categories.
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A second aim was to identify possible factors that impair the specificity of the algorithms.
This might have introduced a verification bias in our study, slightly increasing the specificity of the algorithms.
In contrast, the goal of the present study was to further assess the specificity of the algorithms in HIV-1 patients known to have been infected for longer than 12 months and to identify factors that might influence the outcome of the algorithms.
In the "Algorithm" section, the specificities of the algorithm and sub-algorithms are discussed.
To vary the specificity of the detection algorithm, we varied the decision threshold of the cumulative sum.
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