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Analyses must be predefined, carefully justified, and limited to a few clinically important questions, and post-hoc observations should be treated with scepticism irrespective of their statistical significance.
Interpreting changes that follow withdrawal as evidence of the impact of an intervention assumes that the effect is reversible and this assumption must be carefully justified.
Whereas future work will still require animal models to answer specific questions, their relevance to disc degeneration in patients with discogenic pain will now need to be carefully justified.
The science minister did note that any large commitments of public money will have to be carefully justified, even within the sciences, given the precarious nature of Britain's finances.
The choice of λ largely controls how many predictors are selected, and therefore must be carefully justified.
ICRP publication 103 discusses how this situation may be avoided, by considering both the need for optimization of protection and the avoidance of arbitrary operational dose limits: "The use of prescriptive requirements should always be carefully justified.
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Slowly and carefully, justifying her prologue, Tartt makes him a person you might almost want to kill.
An auditor needs to carefully justify whether such difference is either an inherent character or an important indicator of anomaly.
Maintaining objectivity requires that researchers select the best interview or observation and carefully justify their decisions (Schensul et al., 2013, p. 19).
We must have a thorough process of periodic review, so that any prolonged detention is carefully evaluated and justified".
I wished that I could take back that letter, even though every word of it had been carefully weighed and justified.
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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