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In summary, pooling artificial datasets shows that larger training sets result in larger gene sets being selected and, most importantly, in better classification performance.
In summary, pooling observations from clinical trials occurring over a 15-year period we computed the cumulative PA resistance rate to imipenem to be in the range of 50%, persisting in many sensitivity analyses.
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In summary, pool I2 accumulates to a greater extent than pool I1 for two reasons.
They display results from the individual studies together with, optionally, a summary (pooled) estimate.
The 95% credible region around the summary (pooled) value of sensitivity and specificity is relatively narrow.
The summary pooled estimate now ranged from the low of 1.09 to the high of 1.32, which represents a decrease between 36%and47%7%.
6 To combine data from individual studies into a summary pooled lag time to benefit, we determined the absolute risk reduction at each year after screening.
The 95% credible region around the summary (pooled) value of sensitivity and specificity, the region that contains likely combinations of the pooled sensitivity and specificity, is relatively narrow.
The summary pooled OR of the second subgroup of studies that stratify results by BMI was 5.27 (95% CI 2.87 9.66), and the specific studies' measures of association ranged from 4.12 (95% CI 1.78 9.53) to 6.90 (95% CI 2.87 16.59).
This model is equivalent to a random effects meta-analysis in which each country represents a 'study' and provides a summary (pooled) estimate of the effects of each maternal world region across receiving countries.
The unadjusted OR for the risk of developing GDM in women with SDB for each of the nine individual studies included in the meta-analysis ranged from 1.44 (95% CI 1.00 2.10) to 7.63 (95% CI 1.21 48.25), with a summary pooled unadjusted OR of 2.18 (95% CI 1.59 2.99).
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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