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Stock-Based Compensation - Expense Allocation (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Stock-based compensation        
Stock-based compensation expense $ 1,383 $ 1,898 $ 3,228 $ 3,851
Research and development        
Stock-based compensation        
Stock-based compensation expense 715 800 1,584 1,598
General and administrative        
Stock-based compensation        
Stock-based compensation expense $ 668 $ 1,098 $ 1,644 $ 2,253