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Discover Ludwig"not deteriorate" is correct and usable in written English.
It is used to describe something that is not getting worse or declining in quality. Example: Despite the harsh weather conditions, the old house did not deteriorate and remained in good condition thanks to its sturdy construction.
Exact(60)
Most treated patients do not deteriorate neurologically.
The plants' condition did not deteriorate either.
Separation performance did not deteriorate as adsorption column pressures increased.
Selectivity to N2 did not deteriorate after polymer modification.
The functional properties of eggs did not deteriorate.
Sperm does not deteriorate for decades, Ms. Marshall said.
"The situation here will not deteriorate; it's the opposite.
Their performances did not deteriorate when they got behind.
It is demonstrated that such approach does not deteriorate the solution accuracy significantly.
Selectively implanted collector, although retards the base push-out, does not deteriorate the noise characteristics.
This is intended to ensure that standards and quality of care do not deteriorate between inspections.
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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