you can severely injure yourself by overdoing it whether you are a newbie or long term experieced exerciser. If your soreness goes to extremesand is accompanied by nausea, low back pain, fever etc you can have rhabdomyolysis, below is a link to symptoms, possible casues and treatments.
http://www.crossfitsouthbay.com/2011/11/uncle-rhabdo/