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The phrase "as the time scale" is correct and usable in written English.
It can be used when discussing or comparing different time frames or durations in a specific context.
Example: "The results of the experiment varied significantly as the time scale increased, indicating a need for further analysis."
Alternatives: "in terms of the time frame" or "regarding the time period".
Exact(60)
The predictability grows towards 1 as the time scale is decreased, just as expected by our conjecture (1).
Age was used in the models as the time scale.
The Cox regression results from the models with time-on-study as the time scale (data not shown) were consistent with the above-mentioned results.
Cox proportional hazards regression [17] with person-time as the time scale was used to estimate the relative risks and corresponding 95 percent confidence intervals of death.
Attained age was used as the time scale.
Age (in years) was used as the time scale.
Adjusted for age by using age as the time scale.
Age in calendar months was used as the time scale.
All RRs had age as the time scale [ 26, 27].
For all analyses, attained age was used as the time scale.
Cox proportional hazards regression was applied with attained age as the time scale.
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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