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Stock Plans and Stock Based Compensation - Stock Option Activity (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2020
Dec. 31, 2019
Number of Shares    
Beginning balance (shares) 6,158,026  
Granted (shares) 3,258,150  
Exercised (shares) 0  
Canceled (shares) (55,749)  
Ending balance (shares) 9,360,427 6,158,026
Exercisable at end of period (shares) 2,966,332  
Vested and unvested expected to vest at end of period (shares) 8,030,728  
Weighted Average Exercise Price per Share    
Beginning balance (USD per share) $ 3.43  
Granted (USD per share) 1.29  
Exercised (USD per share) 0.00  
Canceled (USD per share) 7.52  
Ending balance (USD per share) 2.66 $ 3.43
Exercisable at end of period (USD per share) 5.04  
Vested and unvested expected to vest at end of period (USD per share) $ 2.86  
Weighted Average Remaining Contractual Life    
Outstanding at end of period 8 years 7 months 20 days 8 years 3 months 29 days
Exercisable at end of period 7 years 4 months 24 days  
Vested and unvested expected to vest at end of period 8 years 6 months 10 days  
Aggregate Intrinsic Value    
Outstanding at end of period $ 0  
Exercisable at end of period 0  
Vested and unvested expected to vest at end of period $ 0