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Measurements of ambient air pollutants using standard reference methods represent the optimal data source.
Of these, vital statistics are the optimal data source for perinatal mortality.
Although vital registration is the optimal data source for this, the under-reporting of stillbirths, live births and childhood deaths in South Africa results in under-estimates of child mortality (43, 46, 57).
Therefore, CPRD is an optimal data source for analysing drug utilisation in the UK primary care, where there is currently no means to collect patient identity data across the whole population, particularly in evaluating the impact of BCBV indicator as it provides comprehensive information about GPs' prescribing habits which the policy aimed to make more efficient.
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The complete search is limited by different types of thresholds, whose optimal values depend on the data source and its quality.
The approach that provides optimal results for one use case or data source may not generalize when applied to a different data source or clinical use case.
The optimal validation study would also examine sensitivity and specificity, 10 but since no other data source with empyema exists, only the predictive value could be estimated.
Chart data source: eMarketer.
Data source: U.S. National Weather Service, National Hurricane Center.
Data source: IEX.
Yield data source: New York State Agricultural Statistics Service.
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