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Related Parties - Additional Information (Details) - USD ($)
1 Months Ended 3 Months Ended 9 Months Ended
Jul. 13, 2020
Feb. 28, 2021
Jan. 31, 2021
May 31, 2020
Sep. 30, 2021
Mar. 31, 2021
Sep. 30, 2020
Jun. 30, 2020
Sep. 30, 2021
Sep. 30, 2020
Dec. 31, 2020
Related Party Transaction [Line Items]                      
Issuance of common stock               $ 326,246,000      
Cost sharing receivable         $ 871,000       $ 871,000   $ 1,049,000
Long-term portion of revenue allocated         94,675,000       94,675,000   $ 122,830,000
Research and Development                      
Related Party Transaction [Line Items]                      
Reimbursed under cost-sharing provisions of arrangement         $ (756,000)   $ (2,971,000)   (6,856,000) $ (2,971,000)  
Gilead Collaboration Agreement | Gilead                      
Related Party Transaction [Line Items]                      
Revenue recognized                 0    
Upfront cash payment $ 175,000,000.0               175,000,000    
Premium on stock purchased $ 90,600,000                    
Stock Purchase Agreement | Gilead                      
Related Party Transaction [Line Items]                      
Issuance of common stock, shares 5,963,029 5,650,000 5,650,000                
Issuance of common stock $ 200,000,000 $ 220,400,000       $ 220,296,000 $ 107,468,000        
Premium on stock purchased                 $ 90,600,000    
Shares issued, price per share $ 33.54 $ 39.00 $ 39.00                
Gilead                      
Related Party Transaction [Line Items]                      
Percentage of outstanding common stock held         19.70%       19.70%    
Number of shares issued       2,200,000              
Value of common stock issued       $ 56,700,000              
Cost sharing receivable         $ 600,000       $ 600,000    
Deferred revenue         162,200,000       162,200,000    
Long-term portion of revenue allocated         94,700,000       94,700,000    
Future development and commercialization services contract liability         9,700,000       9,700,000    
Gilead | Research and Development                      
Related Party Transaction [Line Items]                      
Reimbursed under cost-sharing provisions of arrangement         $ 800,000       $ 6,900,000    
Gilead | Maximum                      
Related Party Transaction [Line Items]                      
Right to purchase additional outstanding voting common stock percentage         35.00%       35.00%    
Gilead | Gilead Collaboration Agreement                      
Related Party Transaction [Line Items]                      
Revenue recognized         $ 7,700,000       $ 23,100,000    
Reimbursement of milestone expense of cost sharing provisions                 4,000,000.0    
Unconstrained consideration to be received         $ 100,000,000       100,000,000    
Gilead | Stock Purchase Agreement                      
Related Party Transaction [Line Items]                      
Issuance of common stock, shares 5,963,029 5,650,000                  
Issuance of common stock   $ 220,400,000             327,800,000    
Funds received for purchase of common stock                 200,000,000    
Fair value of stock purchased                 $ 109,400,000    
Shares issued, price per share   $ 39.00