The Scottish champions matched the home side in the first half but after the break the Paraguay striker twice hit the woodwork and was denied by a world-class save from Artur Boruc.
But in the 86th minute Cardozo beat the offside trap to knock the ball past Boruc and again leave the Glasgow side defeated away from home.
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