There is in general NO 3 day rescission rule on contracts in Maryland. There is such a rule for mortgage lending agreements, certain vacation home contracts, contracts for goods sold by door-to-door sales reps and a few other categories with highly specific laws addressing those issues. In general, there is NO such law unless a specific provision of law for a specific type of contract creates that exception.
You should consult a Virginia lawyer soonest. Good luck!