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Stock-Based Compensation - Additional Information (Details) - USD ($)
1 Months Ended 3 Months Ended 5 Months Ended 9 Months Ended 12 Months Ended 43 Months Ended
Jul. 24, 2019
Jul. 02, 2019
Apr. 03, 2019
Jun. 08, 2016
Jun. 30, 2020
Jan. 31, 2020
Sep. 30, 2020
Sep. 30, 2019
Apr. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Dec. 31, 2019
Dec. 31, 2019
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Shares of common stock reserved for future issuance             14,280,326     14,280,326   13,781,623 13,781,623
Share-based awards, vesting conditions                   As of September 30, 2020, the Company has granted service-based awards, which vest over a defined period of service, and performance-based and market-based awards, which vest upon the achievement of defined conditions. Service-based awards generally vest over a four-year period, with the first 25% vesting following twelve months of continued employment or service, and the remainder vesting in twelve quarterly installments over the following three years. In 2016, 2018 and 2019, the Company granted stock option awards to certain employees with terms that allow for vesting upon the achievement of performance conditions specific to the Company’s corporate goals, including but not limited to certain research, business development and liquidity milestones. Also in 2018, the Company granted a stock option award to a non-employee with service conditions that provide for accelerated vesting upon the consummation of an initial public offering. Additionally, in 2016 the Company granted stock option awards to an executive with terms that provide for vesting upon the achievement of both performance and market conditions, as the awards vest upon the occurrence of certain events, including the consummation of an initial public offering, and market conditions subject to a specified return to certain of the Company’s investors. This award was modified in July 2019 to a service-based award.      
Share-based awards, vesting period                   4 years      
Stock option, expiration period                   10 years      
Treasury stock, shares             0     0      
Weighted average grant date fair value per share of options granted             $ 9.67 $ 6.38   $ 8.52 $ 9.35    
Aggregate intrinsic value of stock options exercised             $ 100,000 $ 100,000   $ 1,000,000 $ 100,000    
Shares granted                   623,935      
Fair value per share of common stock   $ 10.25 $ 24.32                    
Stock options repriced during period exercise price per share $ 10.25                        
Stock options repriced during period                 1,089,147        
Stock-based compensation expense             1,820,000 $ 2,349,000   $ 4,961,000 $ 4,883,000    
Total unrecognized compensation expense related to option awards             $ 16,000,000     $ 16,000,000      
Weighted-average period of unrecognized compensation expense related to option awards                   2 years 8 months 12 days      
Performance-Based Awards                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Shares granted             0 63,963   0 63,963    
Fair value per share of common stock               $ 10.25     $ 10.25    
Stock-based compensation expense             $ 0 $ 0   $ 0 $ 0    
Market-Based Awards | Maximum                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Weighted average grant date fair value per share of options granted                       $ 2.12  
Award Repricing                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Fair value per share of common stock                   $ 10.25      
Incremental expense $ 1,200,000                        
Tranche 1                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Share-based awards, vesting period                   12 months      
Share-based awards, vesting percentage                   25.00%      
Tranche 2                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Share-based awards, vesting period                   3 years      
Share-based awards, vesting description                   twelve quarterly installments      
2015 Plan                          
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]                          
Percentage of exercise price per share of stock option to fair market value of common stock       100.00%                  
Term of stock option granted       10 years                  
Shares of common stock reserved for future issuance       1,074,581     4,925,159     4,925,159   4,413,455 4,413,455
Increase in number of shares reserved for issuance         319,815 191,889             3,338,874
Number of shares available for future issuance             274,057     274,057   72,781 72,781