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Collaborative Research and Development Agreements - Schedule of Milestone Achieved (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Sep. 30, 2021
Jun. 30, 2021
Mar. 31, 2021
Mar. 31, 2020
Dec. 31, 2019
Jun. 30, 2019
Sep. 30, 2018
Dec. 31, 2017
Jun. 30, 2017
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2015
Jun. 30, 2015
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                             $ 10,287 $ 63,175 $ 75,000
GSK                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                             10,300 $ 63,200  
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Initiated in vivo toxicology studies using good laboratory practices (GLPs)                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                           $ 1,000      
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | IND clearance from the FDA                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                       $ 4,000          
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Phase 2 clinical trial initiation                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                 $ 3,000                
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Phase 3 clinical trial initiation - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue             $ 5,000                    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Phase 3 clinical trial initiation - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue           $ 5,000                      
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Filing of the first BLA - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue       $ 10,000                          
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Filing of the first MAA - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue       $ 5,000                          
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Filing of the first BLA - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue     $ 10,000                            
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First BLA approval - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue   $ 20,000                              
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First MAA approval - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue   $ 10,000                              
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First BLA approval - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue $ 20,000                                
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Filing of the first MAA - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First MAA approval - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             15,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Second commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             25,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Third commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             50,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Fourth commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             75,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Milestones recognized through December 31, 2022                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                             93,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Milestones that may be recognized in the future                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             180,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Initiated in vivo toxicology studies using good laboratory practices (GLPs)                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                         $ 1,000        
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | IND clearance from the FDA                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                     $ 4,000            
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Phase 2 clinical trial initiation                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue               $ 3,000                  
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Phase 3 clinical trial initiation - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                             5,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Phase 3 clinical trial initiation - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Filing of the first BLA - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Filing of the first MAA - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Filing of the first BLA - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | First BLA approval - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             20,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | First MAA approval - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | First BLA approval - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             20,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Filing of the first MAA - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | First MAA approval - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | First commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             15,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Second commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             25,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Third commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             50,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Fourth commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             75,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Milestones recognized through December 31, 2022                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                             13,000    
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Milestones that may be recognized in the future                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             260,000    
GSK | Anti-LAG-3 (GSK40974386) | Initiated in vivo toxicology studies using good laboratory practices (GLPs)                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                   $ 1,000              
GSK | Anti-LAG-3 (GSK40974386) | IND clearance from the FDA                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                 $ 4,000                
GSK | Anti-LAG-3 (GSK40974386) | Phase 2 clinical trial initiation                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue         $ 3,000                        
GSK | Anti-LAG-3 (GSK40974386) | Phase 3 clinical trial initiation - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-LAG-3 (GSK40974386) | Phase 3 clinical trial initiation - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-LAG-3 (GSK40974386) | Filing of the first BLA - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-LAG-3 (GSK40974386) | Filing of the first MAA - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-LAG-3 (GSK40974386) | Filing of the first BLA - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-LAG-3 (GSK40974386) | First BLA approval - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             20,000    
GSK | Anti-LAG-3 (GSK40974386) | First MAA approval - first indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-LAG-3 (GSK40974386) | First BLA approval - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             20,000    
GSK | Anti-LAG-3 (GSK40974386) | Filing of the first MAA - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             5,000    
GSK | Anti-LAG-3 (GSK40974386) | First MAA approval - second indication                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             10,000    
GSK | Anti-LAG-3 (GSK40974386) | First commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             15,000    
GSK | Anti-LAG-3 (GSK40974386) | Second commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             25,000    
GSK | Anti-LAG-3 (GSK40974386) | Third commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             50,000    
GSK | Anti-LAG-3 (GSK40974386) | Fourth commercial sales milestone                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             75,000    
GSK | Anti-LAG-3 (GSK40974386) | Milestones recognized through December 31, 2022                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Collaboration revenue                             8,000    
GSK | Anti-LAG-3 (GSK40974386) | Milestones that may be recognized in the future                                  
Collaborative Arrangement and Arrangement Other than Collaborative [Line Items]                                  
Milestones that may be recognized in the future                             $ 265,000