Alex Gordon followed with a sharp single to tie game and later came around to score the lead run when the next batter, Escobar, drove a pitch into the right-field corner for a two-bagger.
Ervin Santana (1-1) earned the victory with eight innings of one-run ball, in which he worked around eight hits while walking one and striking out seven.
Aaron Crow collected his first save with a scoreless ninth.
Correia ended up yielding three runs on eight hits over 7 1/3 frames.
Ryan Doumit provided the Twins' only RBI.
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