I would recommend turning off the screen when you don't use it even if the computer itself is on 24/7. Not because of any technical reason but because the screen is the major power hog on a computer so turning it off will save at least a little money. And if you can't turn it off independently on the computer set it so that it goes into sleeper mode after a period of inactivity, that will at least save a little energy.
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