Answer

APA rules state that you should capitalize the brand names (proper nouns) of drugs, but not the generic names (common nouns) :

Advil vs ibuprofen

Prozac vs fluoxetine 

The official APA Style Blog provides some helpful charts in its post titled Do I Capitalize This Word?

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