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Stock-Based Compensation - Restricted Common Stock (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Weighted average grant date fair value        
Total stock-based compensation expense (in dollars) $ 2,996 $ 939 $ 7,121 $ 7,776
Restricted stock        
Number of shares        
Outstanding at beginning of period (in shares)     753,666  
Granted (in shares)     433,459  
Vested (in shares)     (120,970)  
Forfeited (in shares)     (2,474)  
Outstanding at end of period (in shares) 1,063,681   1,063,681  
Weighted average grant date fair value        
Outstanding at beginning of period (in dollars per share)     $ 12.25  
Granted (in dollars per share)     31.56  
Vested to common stock (in dollars per share)     12.78  
Forfeited (in dollars per share)     12.00  
Outstanding at end of period (in dollars per share $ 20.06   $ 20.06  
Total stock-based compensation expense (in dollars) $ 1,074 $ 68 $ 2,779 $ 5,336
Unrecognized compensation expense (in dollars) $ 11,535   $ 11,535  
Weighted average period expected to be recognized     3 years 2 months 5 days  
Restricted stock | Minimum        
Stock-Based Compensation        
Vesting period     1 year  
Restricted stock | Maximum        
Stock-Based Compensation        
Vesting period     4 years