So got to tried out my new card at Shin Kong Hospital today.
Check-in failed using the new card. Luckily I still had the old card so was able to check-in.
The doctor said my medical record did get transferred so that was a relief. The nurse said I need to inform the cashier about the card change. So I guess I would need to carry both cards to my other destinations untill they are all updated.