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Once you delete the text of the item, you are prompted with 'DELETE?' where you confirm with the [ENTER} key in the same way you confirm adding items.

Seems to work.  I'll try using this on different combinations of systems and keyboards/mice.  Maybe it doesn't like my current setup.  Thank you for the response!