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Collaborative Research and Development Agreements - Schedule of Milestone Achieved (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2022
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
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue $ 970     $ 11,247                      
GSK                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue $ 1,000     11,200                      
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Initiated in vivo toxicology studies using good laboratory practices (GLPs)                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                             $ 1,000
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | IND clearance from the FDA                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                         $ 4,000    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Phase 2 clinical trial initiation                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                   $ 3,000          
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Phase 3 clinical trial initiation - first indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue               $ 5,000              
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Phase 3 clinical trial initiation - second indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue             $ 5,000                
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Filing of the first BLA - first indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue         $ 10,000                    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Filing of the first MAA - first indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue         $ 5,000                    
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | Filing of the first BLA - second indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue       $ 10,000                      
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First BLA approval - first indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue     $ 20,000                        
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First MAA approval - first indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue     $ 10,000                        
GSK | Anti-PD-1 (JEMPERLI/Dostarlimab) | First BLA approval - second indication                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue   $ 20,000                          
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Initiated in vivo toxicology studies using good laboratory practices (GLPs)                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                           $ 1,000  
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | IND clearance from the FDA                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                       $ 4,000      
GSK | Anti-TIM-3 (GSK4069889A/Cobolimab) | Phase 2 clinical trial initiation                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                 $ 3,000            
GSK | Anti-LAG-3 (GSK40974386) | Initiated in vivo toxicology studies using good laboratory practices (GLPs)                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                     $ 1,000        
GSK | Anti-LAG-3 (GSK40974386) | IND clearance from the FDA                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue                   $ 4,000          
GSK | Anti-LAG-3 (GSK40974386) | Phase 2 clinical trial initiation                              
Deferred Revenue Arrangement [Line Items]                              
Collaboration revenue           $ 3,000