“…Prior studies have identified risk factors associated with lapsing in care, which can be defined as failure to meet the above criteria for retention in care, and data show that patients have difficulty predicting their own ability to keep future appointments [ 6 ]. Common barriers to retention in care include poverty, unstable housing, mental illness, substance use disorders, transportation issues, lack of childcare, stigma, medication burden, and lack of health insurance [ 2 , 6 , 7 , 8 ]. Studies also show that demographic factors such as race, age, sexual orientation, and education level are associated with retention rates [ 2 ].…”