Reading decimals of milivolts

Normally for thermocouples you use an instrumentation amp specialised for the purpose - there are some that work from a single 5V rail which is ideal. The amp boosts the thermocouple output to a sensible range and deals with cold junction compensation. Search these forums for examples.