You have no income tax liability, but depending upon the size of the remaining balance you may face federal gift tax issues. Your son has no tax liability; your generosity in paying off his mortgage is a gift to him.
A filing status entitling the taxpayer with dependents to use joint tax rates for up to two tax years after the death of a spouse.