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Collaboration Agreements - Additional Information (Details)
$ in Thousands
1 Months Ended 3 Months Ended 12 Months Ended
Aug. 17, 2021
USD ($)
Jul. 01, 2021
USD ($)
May 31, 2023
USD ($)
Mar. 31, 2023
USD ($)
Jan. 31, 2022
USD ($)
Jan. 31, 2018
USD ($)
Oct. 31, 2017
USD ($)
Dec. 31, 2023
USD ($)
Sep. 30, 2023
USD ($)
Dec. 31, 2023
USD ($)
Dec. 31, 2022
USD ($)
Dec. 31, 2021
USD ($)
Feb. 28, 2023
USD ($)
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                          
Research and development expense                   $ 192,115 $ 210,418 $ 189,407  
GlaxoSmithKline plc                          
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                          
Effective date of agreement Aug. 17, 2021                        
Upfront payments   $ 700,000               $ 700,000      
Milestone payment received $ 500,000       $ 200,000                
Percentage Of Development Cost                   0.60      
Collaboration revenue                   $ 66,600 62,900    
Deferred revenue               $ 247,400   247,400 444,900    
Research and development expense                   21,800 14,700    
Reduction in transaction price                 $ 4,200        
Transaction price               569,000   569,000      
Contract with customer, refund liability     $ 128,400                    
Maximum funding     140,500                    
Cumulative adjustment to revenue     26,900         4,900          
GlaxoSmithKline plc | Maximum                          
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                          
Additional milestone payments related to initiation of certain clinical studies and regulatory approval               1,500,000   1,500,000      
Transaction price   $ 700,000                      
GlaxoSmithKline plc | Minimum                          
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                          
Transaction price     $ 571,600                    
GlaxoSmithKline plc | Change in Estimate [Member]                          
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                          
Contract with customer, refund liability               106,500   $ 106,500      
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      
Milestone payment received       $ 17,800   $ 200,000 5,000   $ 5,700 17,800      
Exclusive option rights exercised for each program             250,000            
Additional milestone payments related to initiation of certain clinical studies and regulatory approval               6,800   6,800      
Collaboration revenue                   30,500 70,700 $ 14,900  
Deferred revenue               46,400   46,400 $ 46,700    
Payment for enrollment of additional patients               $ 12,500   12,500      
AbbVie Biotechnology Limited | Deferred Revenue                          
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                          
Collaboration revenue                   $ 10,900      
AbbVie Biotechnology Limited | Maximum                          
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                          
Additional milestone payments related to initiation of certain clinical studies and regulatory approval             $ 225,000           $ 12,500