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The use of citation data has defined legal publishing for many years.
Molecular stratification of gene-expression data has defined a minimum of five distinct subtypes of breast cancer [ 1].
A recent systematic analysis of available national data has defined possible biological threats (including current and historical receptivity of transmission and connectivity to other countries) and operational threats (including political stability, heath system capacity and access to populations) to elimination across 99 malaria endemic countries [ 2].
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These data have defined a new CDC 684 lineage emanating from the original Vollum branch, Figure 1.
Emerging data have defined reproducible autoantibody responses to citrullinated fibrin, vimentin, α-enolase, histones, and collagen II [ 43].
Other studies, using survey data, have defined and measured sexual readiness by adopting frameworks and approaches useful for those contexts.
Our data have defined c-Src as a critical upstream activator in the oestrogen-stimulated HIF-1 α expression in breast cancer lines.
Our structural and functional data have defined two CD59-ILY interaction interfaces, providing a framework for the development of new antibiotics and CD59-targeted therapeutics that could improve human health.
However, some published data have defined a positive CRM as the presence of tumour within 2 mm of the surgical resection margin as a more accurate predictor of poor survival (Beets-Tan et al, 2001; Nagtegaal et al, 2002; Marijnen et al, 2003).
Each type of data collection has defined reporting templates and essential data is consistently incorporated into a management information system (MIS, see below).
And consider some of the axis-shifting data that has defined this wacky season.
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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