Can Burmese get a Chinese ID card?

You can't. According to information from official website, People's Government of China, Burmese can only apply for foreigners' permanent residence permit to live in China, but can't apply for Chinese identity cards. Identity card is a legal document used to prove the identity of the holder, which is often issued to citizens by governments of various countries or regions as an important identification document for everyone.