Select the four polygons highlighted above and delete them.
Go into Border subobject mode (shortcut: "3") and select a pair of facing borders. Hit the Bridge button to link them with new polygons. Repeat this step with the second pair of facing borders.
Select the side polygons of the chair back and Extrude them 10 units.
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