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Related Parties - Additional Information (Details) - USD ($)
1 Months Ended 3 Months Ended 6 Months Ended
Jul. 13, 2020
Feb. 28, 2021
Jan. 31, 2021
May 31, 2020
Jun. 30, 2021
Mar. 31, 2021
Jun. 30, 2020
Jun. 30, 2021
Jun. 30, 2020
Dec. 31, 2020
Related Party Transaction [Line Items]                    
Issuance of common stock             $ 326,246,000      
Cost sharing receivable         $ 1,575,000     $ 1,575,000   $ 1,049,000
Long-term portion of revenue allocated         103,908,000     103,908,000   $ 122,830,000
Research and Development                    
Related Party Transaction [Line Items]                    
Reimbursed under cost-sharing provisions of arrangement         (1,176,000)   $ 0 (6,100,000) $ 0  
Gilead Collaboration Agreement | Gilead                    
Related Party Transaction [Line Items]                    
Revenue recognized               0    
Upfront cash payment $ 175,000,000.0             175,000,000    
Unconstrained consideration to be received         $ 100,000,000     100,000,000    
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        
Funds received for purchase of common stock               200,000,000    
Fair value of stock purchased               109,400,000    
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         19.40%     19.40%    
Number of shares issued       2,200,000            
Value of common stock issued       $ 56,700,000            
Cost sharing receivable         $ 1,300,000     $ 1,300,000    
Deferred revenue         170,000,000.0     170,000,000.0    
Long-term portion of revenue allocated         102,400,000     102,400,000    
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         $ 1,200,000     $ 6,100,000    
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     $ 15,400,000    
Reimbursement of milestone expense of cost sharing provisions               4,000,000.0    
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    
Shares issued, price per share   $ 39.00