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Stock Incentive Plans - Summary of Activity Under the 2008 Plan and the 2016 Plan (Details) - USD ($)
$ / shares in Units, $ in Thousands
6 Months Ended 12 Months Ended
Jun. 30, 2020
Dec. 31, 2019
Jun. 30, 2019
Employee awards      
Aggregate intrinsic value      
Vested and expected to vest     $ 100
The 2008 Plan and the 2016 Plan | Employee awards      
Number of Options      
Beginning balance (in shares) 6,323,596    
Granted (in shares) 1,878,309    
Exercised (in shares) (42,628)    
Forfeited (in shares) (1,158,737)    
Ending balance (in shares) 7,000,540 6,323,596  
Vested (in shares) 1,632,355    
Vested and expected to vest (in shares) 6,472,944    
Weighted-average exercise price      
Beginning balance (in dollars per share) $ 4.91    
Granted (in dollars per share) 2.36    
Exercised (in dollars per share) 2.42    
Forfeited (in dollars per share) 5.84    
Ending balance (in dollars per share) 4.09 $ 4.91  
Vested (in dollars per share) 7.62    
Vested and expected to vest (in dollars per share) $ 4.22    
Weighted-average remaining contractual term      
Outstanding, term 8 years 8 months 8 days 8 years 8 months 15 days  
Vested, term 7 years 4 months 13 days    
Vested and expected to vest, term 8 years 7 months 20 days    
Aggregate intrinsic value      
Outstanding $ 3,736 $ 1,716  
Vested 337    
Vested and expected to vest $ 3,381    
The 2008 Plan and the 2016 Plan | Non‑employee awards      
Number of Options      
Beginning balance (in shares) 473,073    
Granted (in shares) 0    
Exercised (in shares) 0    
Forfeited (in shares) 0    
Ending balance (in shares) 473,073 473,073  
Vested (in shares) 413,191    
Vested and expected to vest (in shares) 473,073    
Weighted-average exercise price      
Beginning balance (in dollars per share) $ 5.89    
Granted (in dollars per share) 0    
Exercised (in dollars per share) 0    
Forfeited (in dollars per share) 0    
Ending balance (in dollars per share) 5.89 $ 5.89  
Vested (in dollars per share) 5.45    
Vested and expected to vest (in dollars per share) $ 5.89    
Weighted-average remaining contractual term      
Outstanding, term 5 years 8 months 23 days 6 years 2 months 23 days  
Vested, term 5 years 4 months 13 days    
Vested and expected to vest, term 5 years 8 months 23 days    
Aggregate intrinsic value      
Outstanding $ 72 $ 38  
Vested 72    
Vested and expected to vest $ 72