Use The Wrist Guard

When you tap an annotation tool, a popup menu appears in the top right. In this menu, there's an icon that looks like a hand pointing. Press this to turn on the wrist guard.  This will prevent your palm from making any accidental annotations while you're working. 

The wrist guard can be adjusted on the screen by dragging up or down on the three horizontal line icon.