Do you capitalize the word juvenile in sentences?

Not if you are using the Word juvenile with its ordinary meaning, as in this sentence. You would capitalize it if it is part of the name of an organization or in the title of a publication of some kind. You would capitalize it if you are talking about something like the Corville Juvenile Corrections Department for example, if there is such a place.