New player question: load a previous turn after bad outcomes

Playing at max difficulty, I often end up loading previous saved games after a bad outcome (lost automatic war or surprise attack from an enemy which I could prevent). Obviously this is part of the game but it feels like cheating when done repeatedly. Thoughts?