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As a result, we selected the genes found in the significant molecular paths (Figure 2) and visualized their differential expression across multiple studies available in T1Dbase (Figures S6 S9).
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When multiple studies were available, the highest level study was used.
When data from multiple studies are available, what external verification approaches should be utilized?
The effect of this possible bias will be reduced as more data from multiple studies becomes available.
Multiple studies are available on the efficacy of various antipyretics in children, but very little has been done in adults [ 1],[ 2].
We combined certain studies when multiple studies were available from the same authors or were using the same model and population, and it is possible that we missed some of the variability in the data available.
There are also multiple study guides available for this test, found at Barnes And Nobles and Borders book stores.
To overcome this limitation, we extracted gene expression information from multiple previously conducted studies available in CTD.
These analyses indicate that our ability to conduct weight-of-evidence assessments of the epidemiologic literature on neurotoxicants may be limited, even in the presence of multiple studies, if the available study methods, data analysis, and reporting lack comparability.
When all the data available from multiple studies was pooled in 2010 for more than 91,000 patients randomly assigned to be treated with a statin or a sugar pill (placebo), the risk of developing diabetes with any statin was one in every 255 patients treated.
Our aim was to improve meta-analysis methods for summarizing a prediction model's performance when individual participant data are available from multiple studies for external validation.
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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