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Stock-Based Compensation - Schedule of Components and Classification of Stock-Based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense $ 1,820 $ 2,349 $ 4,961 $ 4,883
Employee        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense 1,730 1,937 4,609 3,888
Non-employee        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense 90 412 352 995
Research and Development        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense 942 1,343 2,763 2,575
General and Administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense $ 878 $ 1,006 $ 2,198 $ 2,308