id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-252984-79jzkdu2	Bickman, Leonard	Improving Mental Health Services: A 50-Year Journey from Randomized Experiments to Artificial Intelligence and Precision Mental Health	2020-07-26		.txt	text/plain	35534	1845	50	I describe five principal causes of this failure, which I attribute primarily, but not solely, to methodological limitations of RCTs. Lastly, I make the case for why I think AI and the parallel movement of precision medicine embody approaches that are needed to augment, but probably not replace, our current research and development efforts in the field of mental health services. (1) harmonize terminology and specify MBC's core components; (2) develop criterion standard methods for monitoring fidelity and reporting quality of implementation; (3) develop algorithms for MBC to guide psychotherapy; (4) test putative mechanisms of change, particularly for psychotherapy; (5) develop brief and psychometrically strong measures for use in combination; (6) assess the critical timing of administration needed to optimize patient outcomes; (7) streamline measurement feedback systems to include only key ingredients and enhance electronic health record interoperability; (8) identify discrete strategies to support implementation; (9) make evidence-based policy decisions; and (10) align reimbursement structures.	./cache/cord-252984-79jzkdu2.txt	./txt/cord-252984-79jzkdu2.txt