Speak and you shall predict: speech at initial cocaine abstinence as a biomarker of long-term drug use behavior.

Speech variables derived through natural language processing can predict clinically meaningful drug use outcome measures in addiction, with greater value at longer intervals. The applicability of language modeling to aid in assessing treatment response and risk in drug addiction warrants further investigation in clinical settings.