Chevy Silverado hesitates- what causes this

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My truck had a rough idle that varied it seemed depending on the weather so I figured I had a gasket leak.  Then one day it starts bucking and hesitating on take off to the point it wasn't driveable.  Troubleshooting with the mechanic and we discovered this...

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