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Collaboration Agreements - Additional Information (Details)
$ in Thousands
1 Months Ended 12 Months Ended
Aug. 17, 2021
USD ($)
Jul. 01, 2021
USD ($)
Jan. 31, 2022
USD ($)
Jan. 31, 2018
USD ($)
Oct. 31, 2017
USD ($)
Dec. 31, 2022
USD ($)
Dec. 31, 2021
USD ($)
Dec. 31, 2020
USD ($)
Feb. 28, 2023
USD ($)
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Deferred revenue           $ 444,900 $ 307,900    
Research and development expense           210,418 189,407 $ 156,869  
GlaxoSmithKline plc                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Effective date of agreement Aug. 17, 2021                
Upfront payments   $ 700,000       $ 700,000      
Upfront payment received $ 500,000   $ 200,000            
Percentage Of Development Cost           0.60      
Collaboration revenue           $ 62,900 192,100    
Research and development expense           14,700 8,800    
GlaxoSmithKline plc | Maximum                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Additional milestone payments per program related to initiation of certain clinical studies and regulatory approval           $ 1,500,000      
Alector                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Percentage Of Development Cost           0.40      
AbbVie Biotechnology Limited                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Upfront payments         $ 205,000 $ 205,000      
Upfront payment received       $ 200,000 5,000        
Collaboration revenue           70,700 14,900 $ 21,100  
Deferred revenue           46,700 $ 117,400    
Exclusive option rights exercised for each program         250,000        
AbbVie Biotechnology Limited | Subsequent Event                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Milestone payments                 $ 17,800
AbbVie Biotechnology Limited | Maximum                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Additional milestone payments per program related to initiation of certain clinical studies and regulatory approval         $ 225,000        
Innovent                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                  
Collaboration revenue           0      
Development milestone           11,500      
Sales milestone           $ 112,500