Cancel a Quicken Check Pay Payment

I have a payment that I sent to the wrong PO Box and now the check is in the great unknown. I am sending a new check and want to void the prior transaction (or delete it) but in both cases Quicken says I must cancel the transaction. This can't be done since it was already delivered to USPS.

How can I remove this payment from my register?

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