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This ultimately requires testing a classifier in a randomised prospective trial to prove that a 'classifier-informed' management yields a better clinical outcome than a 'classifier-blind' arm.
Also critical is clarification of the magnitude of overdiagnosis, though it is evident that such data cannot necessarily resolve whether screening benefits outweigh harms for any individual as this ultimately requires a value judgement.
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But that ultimately requires efficient, reliable links between the physical and virtual.
Yet this is a job that ultimately requires a politician and, colorful and controversial as John is, he nonetheless has a Newt Gingrich flameout streak.
This is key to efficiency and ultimately requires stopping doing anything that does not add quality.
In the majority of patients this leads to a clinical diagnosis of OA, and in some patients ultimately requires joint replacement (Table 1).
Their imagined world ultimately requires a hierarchy.
So buyer-driven pricing ultimately requires the existence of a fixed retail price.
The speech didn't offer the kinds of policy breakthroughs the party ultimately requires.
He discovers, in other words, that living with a tiger ultimately requires acts of both will and faith.
Deterrence ultimately requires both the right kind of weapons to do the job and the expressed willingness to use them.
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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