The Across Groups analysis corresponds to a simple repeated measures analysis. (You can get the same test results using the Manova personality of the Fit Model platform.)
Two F-tests determine whether the across-groups values are different:
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Mean Difference tests that the change across the pair of responses is different in different groups.
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Mean Mean tests that the average response for a subject is different in different groups
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