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Collaboration and Other Agreements, Takeda (Details) - Takeda Pharmaceutical Company Limited (Takeda) - USD ($)
1 Months Ended 3 Months Ended 12 Months Ended
May 31, 2014
Mar. 31, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Takeda MGD010 Agreement          
Collaboration and Other Agreements [Line Items]          
Non-refundable upfront payment $ 15,000,000        
Amount allocated to agreement $ 10,000,000        
Expected period of development 24 months        
Option exercise fee recognition period   8 months      
Recognized revenue under agreement     $ 0 $ 2,100,000 $ 8,000,000
Milestone received         $ 3,000,000
Deferred revenue     $ 0 $ 0  
Research Collaboration and License Option Agreement          
Collaboration and Other Agreements [Line Items]          
Amount allocated to agreement $ 5,000,000