What would cause a scraping sound from a tire while driving normally but it goes away after braking a few times?

You might have a caliper "hanging up" a little and it's causing the disk brake pad to rub on the rotor. You can certainly have the problem taken care of at a brake shop. In GM vehicles and any other vehicle with a brake pad thickness sensor it can mean that your brakes are nearly worn out and need to be replaced.