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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
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Nov. 20, 2019
Dec. 31, 2017
Employee awards        
Aggregate intrinsic value        
Vested and expected to vest $ 100 $ 600   $ 2,600
Non‑employee awards        
Number of Options        
Vested and expected to vest (in shares)     141,328  
Weighted-average exercise price        
Granted (in dollars per share) $ 4.35      
The 2008 Plan and the 2016 Plan | Employee awards        
Number of Options        
Beginning balance (in shares) 3,681,575      
Granted (in shares) 3,876,255      
Exercised (in shares) (125,600)      
Forfeited (in shares) (1,108,634)      
Ending balance (in shares) 6,323,596 3,681,575    
Vested (in shares) 1,485,228      
Vested and expected to vest (in shares) 5,843,053      
Weighted-average exercise price        
Beginning balance (in dollars per share) $ 9.49      
Granted (in dollars per share) 2.01      
Exercised (in dollars per share) 1.20      
Forfeited (in dollars per share) 10.38      
Ending balance (in dollars per share) 4.91 $ 9.49    
Vested (in dollars per share) 10.02      
Vested and expected to vest (in dollars per share) $ 5.10      
Weighted-average remaining contractual term        
Outstanding, term 8 years 8 months 15 days 7 years 9 months 7 days    
Vested, term 6 years 8 months 23 days      
Vested and expected to vest, term 8 years 7 months 24 days      
Aggregate intrinsic value        
Outstanding $ 1,716 $ 300    
Vested 90      
Vested and expected to vest $ 1,500      
The 2008 Plan and the 2016 Plan | Non‑employee awards        
Number of Options        
Beginning balance (in shares) 412,404      
Granted (in shares) 73,489 0    
Exercised (in shares) 0      
Forfeited (in shares) (12,820)      
Ending balance (in shares) 473,073 412,404    
Vested (in shares) 330,528      
Vested and expected to vest (in shares) 473,073      
Weighted-average exercise price        
Beginning balance (in dollars per share) $ 6.44      
Granted (in dollars per share) 1.86      
Exercised (in dollars per share) 0      
Forfeited (in dollars per share) 0.47      
Ending balance (in dollars per share) 5.89 $ 6.44    
Vested (in dollars per share) 5.61      
Vested and expected to vest (in dollars per share) $ 5.89      
Weighted-average remaining contractual term        
Outstanding, term 6 years 2 months 23 days 6 years 5 months 1 day    
Vested, term 5 years 21 days      
Vested and expected to vest, term 6 years 2 months 23 days      
Aggregate intrinsic value        
Outstanding $ 38 $ 28    
Vested 21      
Vested and expected to vest $ 38