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However, opening up ever-greater quantities of data does not automatically lead to better transparency.
The two regulatory examples suggest that blindly increasing the number of GeneChip data does not automatically lead to increased accuracy.
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The fact that the recommendations are grounded in data "doesn't automatically mean people will be persuaded," he acknowledges, but "our job is to assemble the best evidence that we can".
Cross-sectional data do not automatically allow inferences about changes in insulin and proinsulin over time or with age, as differences by cross-sectional age groups could reflect secular as well as age trends.
However, the associated rapid increase in digital data volumes does not automatically correlate with new insights and advances in our understanding of those data.
Also, though it avoids collisions of incoming control and data messages, it does not automatically assure that control messages from different nodes do not collide.
In summary, our thermodenaturation data demonstrate that CP does not automatically translate into destabilization of a protein.
As our data show, CMS use, however, does not automatically mean good content or good Google search rank.
And Carbonite does not automatically back up data files greater than 4GB in size.
Though it allows the user to access the functionality of the component libraries from one Python script, Cinfony does not automatically manage underlying data types nor the choice of which library to use for which function.
More data means more reliable insights but it does not automatically guarantee more insights.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com