If he's impeached all that means is that he has had charges brought against him.
If he's convicted, then Article 2, section 4 of the Constitution requires that the President, Vice President, and all civil officers, must be removed from office if they are impeached, and then convicted of, "treason, bribery, or other high crimes and misdemeanors".
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