You need something with a doctor's signature. How much doc you need varies with how controlled the medication is (and what quantities). The label is never enough, but the original (signed) prescription usually is (for normal drugs). But there are some drugs that are banned from Australia even though used in the US, so if you are using anything exotic it would be wise to check before your trip. Also NZ regs are different from Australia (though similar).