Medical debt paid to collections and mortgage loan interest rate.?

If you paid off a debt owed to a debt collector who was retrieving money owed to their client, a hospital, will it show on your credit report? Also, will that affect the interest rate of a mortgage if it does show? I was thinking that because it was medical owed, it will never be on a credit report.
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