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Limitations in data, especially amongst the clients, resulted in substantial uncertainty in our impact estimates.
Note that although Visual Paired Associates II is also a canonical measure of this ability, it was not explored further because of the ceiling-level scores in data, especially for the young adults.
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Systematic errors are noticed in TOMS data especially in the tropics.
The figure shows that there is a proportional bias in the data, especially in the lung VOI, and therefore, we chose to analyse relative differences instead of absolute differences.
We corrected some obvious errors in the data, especially in some of the Slavic languages (the whole dataset is provided in Supplementary Material I).
The high sensitivity to scaffolding that we observed in our data, especially in students who are learning, emphasizes the importance of thoughtful scaffolding during classroom activities.
However, there is evidence in the data that random forces (drift and mutation) have also left patterns in the data, especially in genes under weak selection for codon usage for example genes in regions of low recombination.
Given the self-report nature of type 2 diabetes, we cannot exclude misclassification of the outcome in these data, especially in the WHS where not all participants were physicians, as was the case in the PHS.
The relationship between sialic acid and incident microvascular complications did not seem to be very strong in our data, especially when analysed in multivariable models.
If there is commercial value in 'omics data, especially genotype data, then it can be held in private by the commercial interests, although this precludes public benefit.
Integration of disparate sources of data, developing consistency within the data, standardization of data from similar sources, and improving the confidence in the data especially towards utilizing automated analytics are among challenges facing data aggregation in healthcare systems [ 104].
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CEO of Professional Science Editing for Scientists @ prosciediting.com