Healthcheckins is a peer support community and clinical counseling portal that helps chronic pain patients reduce their risk of opioid misuse.  As patients freely discuss their symptoms, challenges and everyday life with trained peer leaders, Healthcheckins’ artificial intelligence identifies users at higher risk for opioid addiction/overdose.  These algorithms are based on our team’s peer reviewed clinical studies where social media behavior predicted heroin use and other health outcomes.