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It is interesting to speculate on the nature of the mixed change pattern.
Because there is a demonstrable reader effect, and because the biological plausibility of a mixed change pattern is rather low, we tend to ascribe the mixed change pattern to measurement error rather than to a true (biological) effect.
In comparing two readers in the two readings, we found a difference in the tendency to assign a mixed change pattern to patients.
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Frequency of opposite joint scores in the same patient (mixed change patterns) was reader dependent.
(1) Minimal Change Pattern.
Sometimes they even change patterns.
Change patterns to fit your mood.
The pollution level as supported by the WQI value showed a mixed pattern of change during all the sampling seasons (Fig. 3). Figure 3 clearly indicates that while moving in the downstream direction, the pollution level gradually decreases from station S1 up to station S3.
A mixed pattern of changes in the frequency of floods over a threshold and few significant changes in the timing of floods were detected.
Rapid economic growth resulted in improved labor market conditions in China and India, while moderate and slow growth produced a mixed pattern of changes in South Africa, Mexico, and Brazil.
Given the importance of labor income in total income in Brazil as elsewhere, it would be expected that very slow economic growth and an increase in poverty would be accompanied by a mixed pattern of changes in the labor market, with some indicators registering an improvement and some a deterioration.
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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