I think there are too many problems associated with insulating a thermocouple and maintaining the response time to make it a practical approach.
So you don't think there will be a current path between the wet conducting pad and the skin it is directly against? It's safely doable but the current will have to be limited and isolating the rest of the device from the body will have to be carefully considered.