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Stock Option Plan - Summary of Assumptions Used to Value Under Stock Option Plans (Details) - Share-based Payment Arrangement, Option - $ / shares
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Employee and Director | Option Plans    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Volatility, minimum 83.00% 80.69%
Volatility, maximum 84.99% 81.48%
Risk-free interest rate, minimum 1.58% 2.62%
Risk-free interest rate, maximum 2.23% 2.88%
Non-employees | 2015 Stock Plan    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Volatility, minimum 81.43% 78.29%
Volatility, maximum 84.85% 85.47%
Risk-free interest rate, minimum 1.40% 1.32%
Risk-free interest rate, maximum 2.67% 3.19%
Minimum | Employee and Director | Option Plans    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Fair value of common stock $ 6.30 $ 1.03
Expected term (in years) 5 years 3 days 5 years 8 months 1 day
Minimum | Non-employees | 2015 Stock Plan    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Expected term (in years) 5 years 4 months 2 days 6 years 4 months 2 days
Maximum | Employee and Director | Option Plans    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Fair value of common stock $ 27.53 $ 1.05
Expected term (in years) 6 years 29 days 6 years 29 days
Maximum | Non-employees | 2015 Stock Plan    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Expected term (in years) 9 years 8 months 26 days 10 years