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Operating Leases - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Dec. 31, 2019
Operating Leased Assets [Line Items]          
Right-of-use assets $ 5,515   $ 5,515   $ 5,057
Operating lease liability 7,086   7,086    
Operating lease cost $ 400 $ 400 1,100 $ 1,200  
Cash paid included in operating lease liabilities included in cash flow from operating activities     $ 1,200    
South San Francisco, California          
Operating Leased Assets [Line Items]          
Operating lease, remaining lease term 3 years 9 months 18 days   3 years 9 months 18 days    
Operating lease, discount rate 7.00%   7.00%    
South San Francisco, California | Second Amendment          
Operating Leased Assets [Line Items]          
Operating lease, discount rate 6.00%   6.00%    
South San Francisco, California | Lease Agreement | Laboratory and Office Facilities          
Operating Leased Assets [Line Items]          
Lease expiration date     Jul. 31, 2024    
South San Francisco | Laboratory and Office Facilities | Second Amendment          
Operating Leased Assets [Line Items]          
Right-of-use assets $ 1,200   $ 1,200    
Operating lease liability $ 1,200   $ 1,200    
Operating lease commencement month and year     2020-08