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Furthermore, the UKPDS risk function was based on patients with newly diagnosed diabetes, and our results suggested better performance of the risk algorithms when they were applied solely to patients with newly detected diabetes.
For all other items (1c, 2, 6, 8a + 8b, 9c, 10, 11a + 11b, 13, 14, 19 + 24, 25, 27, 29, 31, 32, 35b, 37, 38 and 40) effect sizes were <0.1, and considered similar between rivastigmine and placebo groups, with the exception of item 25 (immediate recall) for which the calculated effect size of −0.18 suggested better performance in the placebo group.
Although this may compromise the validity of the model, additional sensitivity analysis undertaken by replacing the missing categories with normal categories and applying the coefficients obtained from the multiple imputation model to the dataset suggested better performance than shown (AUC 0.816, sensitivity 73%, specificity 75%, and positive predictive value 53%) (Supplementary Fig. 3).
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Statistical results are quite promising and suggest better performance than the conventional shrinkage.
The results suggest better performance of the proposed metrics and the EA-based framework for optimizing visualization layout.
The results show group × time interaction at the level of articulation and measures of writing processes, suggesting better performance in the group receiving the combined intervention.
In addition, a comparative assessment was made with experimental results available in the literature, suggesting better performance for the rotor designed with the proposed optimization procedure.
Lower prediction errors suggest better performance.
And, progesterone levels were also positively associated with affective responsiveness, suggesting better performance with higher progesterone levels in the LU group.
For performance assessment, one of the most comprehensive performance measurements and comparisons with most recent and contemporary tools for miRNA target identification in plant system has been done, suggesting better performance by p-TAREF.
To compare the performance of different approaches when tested on negative data, we found that all approaches achieves the negative predictive value (NPV) of 100% if tested on randomized pathway data sets, further suggesting better performance of our approach at the same level of NPV.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com