If I spill some of this paint on myself is it going to lead to a serious problem?

Most warnings are worse case scenarios. Everyone reacts differently to chemicals and it is impossible to state exactly what any one paint may do to any one person. Obviously people using products on a more regular basis face higher risks. At all times however assume the worst may happen and wear suitable safety gear.