A continuity correction applied to 2 by 2 contingency tables

The correction consists in reducing the absolute value of the discrepancy between the observed and expected frequencies before computing chi-squared. The Wikipedia article https://en.wikipedia.org/wiki/Yates%27s_correction_for_continuity gives an example and comments on its applicability. There is some suggestion that it may be conservative.