A addiction of choice refers to something that is not physically addicting. Normally it is meant as a joke, asking what your favourite drink is.
1) Cigerettes is not a addiction of choice, since your body gets addicted to it.
2) Cola can be somebody's addiction of choice.
3) Dr. Pepper is MY addiction of choice. ;)
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