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Clearly, the larger is the relative performance loss, the worse is the performance of the algorithm in combination with a certain data unreliability.
The existing implementation operates strictly on coded EHR concepts where all utilized facts are considered fully valid and only in cases where significant data unreliability is suspected by scenario authors, the scenario logic may include some additional information validation steps (e.g., minimum of two billing diagnostic codes).
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Disadvantages include the difficulty of specifying complex covariance structures in the data, the unreliability of SMRs based on sparse data, and the problems of estimating variances of the relative risks.
14 Nevertheless, doubt remains, because a formal and systemic analysis of malaria trends in countries has not been done under claims of data paucity or unreliability.
The following formula from Fleiss (pp. 4 5) 53 was modified to include different scenarios related to correlations between the two waves of data: adjusting for unreliability:.
The third data-related issue is the unreliability of the data before 1898 88, 16 ); therefore, we used the 1898 population count as the starting point in our analysis.
The use of radiofrequency identification (RFID) technology generates a high-volume, simple and unreliable data stream due to the technology's inherent unreliability.
But on the other hand, these same individuals and institutions have quite big vested interests in downplaying the unreliability of data.
Volatile data quality results in unreliability, inaccuracy, and unfairness need improvement in the future.
Although candidate gene studies have identified a few gene polymorphisms that may be correlated with the syndrome, small sample size, lack of reproducibility in large data sets, and the unreliability of the clinical phenotype require caution when extrapolating to a major role of any of the reported polymorphisms in the pathophysiology of irritable bowel syndrome.
The HMIS in most developing countries are inefficient and are greatly affected by unreliability of data resulting from underreporting [ 1].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com