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Collaboration and Other Agreements, Servier (Details) - USD ($)
1 Months Ended 3 Months Ended 12 Months Ended
Sep. 30, 2012
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Jan. 01, 2018
Dec. 31, 2015
Collaboration and Other Agreements [Line Items]                            
Revenues   $ 15,794,000 $ 20,798,000 $ 18,834,000 $ 4,695,000 $ 152,359,000 $ 1,663,000 $ 1,666,000 $ 2,055,000 $ 60,121,000 $ 157,742,000 $ 91,880,000    
Deferred revenue included in current liabilities   21,721,000       7,202,000       21,721,000 7,202,000   $ 7,742,000  
Deferred revenue   40,722,000       27,318,000       40,722,000 27,318,000      
Increase in revenue recognized from ASC 606 adoption                   9,588,000        
Servier | Servier DART                            
Collaboration and Other Agreements [Line Items]                            
Non-refundable upfront payment $ 20,000,000.0                          
Milestone payment removed 5,000,000.0                          
Option exercise fee                           $ 15,000,000.0
Offset to research and development costs under collaboration arrangement                   6,000,000.0 3,200,000 2,600,000    
Deferred revenue   12,600,000               12,600,000        
Deferred revenue, current   900,000               900,000        
Deferred revenue, noncurrent   11,700,000               11,700,000        
Deferred revenue           7,400,000         7,400,000      
Increase in balance related to adoption of ASC 606                   6,400,000        
Increase in revenue recognized from ASC 606 adoption                   100,000        
Servier | Maximum | Servier DART                            
Collaboration and Other Agreements [Line Items]                            
Potential clinical milestone payments under agreement 22,500,000                          
Potential regulatory milestone payments under agreement 76,000,000.0                          
Potential sales milestone payments under agreement $ 210,000,000.0                          
Revenues From License Agreements | Servier | Servier DART                            
Collaboration and Other Agreements [Line Items]                            
Revenues                   1,200,000 1,400,000 2,200,000    
Revenues From License Agreements | Servier | Servier Agreement - MGD007 Option                            
Collaboration and Other Agreements [Line Items]                            
Revenues                   1,900,000 1,100,000 $ 1,100,000    
Deferred revenue included in current liabilities           $ 1,100,000         $ 1,100,000      
Deferred revenue   $ 0               $ 0