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License and Collaboration Agreements - Additional Information (Details)
1 Months Ended 3 Months Ended 6 Months Ended 12 Months Ended
Oct. 31, 2018
USD ($)
Oct. 31, 2017
USD ($)
Sep. 30, 2017
USD ($)
Program
Aug. 31, 2017
USD ($)
Mar. 31, 2019
USD ($)
shares
Mar. 31, 2018
USD ($)
shares
Dec. 31, 2017
USD ($)
Dec. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
License And Collaboration Agreements [Line Items]                    
Issuance of common stock upon exercise of stock options, net of amounts related to unvested shares, shares | shares         69 708,760        
Revenue recognized         $ 1,750,000          
Deferred revenue, current         7,000,000       $ 6,250,000 [1]  
Deferred revenue, noncurrent         $ 12,272,000       16,984,000 [1]  
Taiho Pharmaceutical Co Ltd | Taiho Agreement                    
License And Collaboration Agreements [Line Items]                    
Option period     5 years              
Non refundable and non creditable cash payments                   $ 35,000,000
Payment received for license agreement   $ 5,000,000             5,000,000 $ 25,000,000
Additional payment to be received for license agreement $ 5,000,000                  
Range of royalties receivable on net sales         high single-digits to mid-teens          
Royalties payable description         Royalties will be payable on a licensed product-by-licensed product and country-by-country basis during the period of time commencing on the first commercial sale of a licensed product in a country and ending upon the later of: (a) ten (10) years from the date of first commercial sale of such licensed product in such country; and (b) expiration of the last-to-expire valid claim of the Company’s patents covering the manufacture, use or sale or exploitation of such licensed product in such country (the Royalty Term).          
Upfront cash payment     $ 20,000,000              
Non-refundable, non-creditable upfront cash payments         $ 35,000,000          
Estimated performance period         5 years          
Payment for first option exercise                 $ 3,000,000  
Issuance of common stock upon exercise of stock options, net of amounts related to unvested shares, shares | shares         0          
Clinical and regulatory milestones achieved         $ 0          
Sales milestone or royalty revenue recognized         0          
Revenue recognized         1,800,000          
Deferred revenue, current         7,000,000          
Deferred revenue, noncurrent         12,300,000          
Taiho Pharmaceutical Co Ltd | Taiho Agreement | Scenario Forecast                    
License And Collaboration Agreements [Line Items]                    
Payment received for license agreement               $ 5,000,000    
Additional payment to be received for license agreement               $ 5,000,000    
Taiho Pharmaceutical Co Ltd | Taiho Agreement | Minimum                    
License And Collaboration Agreements [Line Items]                    
Number of programs, IND enabling studies not initiated | Program     5              
Payment for option exercise     $ 3,000,000              
Taiho Pharmaceutical Co Ltd | Taiho Agreement | Maximum                    
License And Collaboration Agreements [Line Items]                    
Extended option agreement period     7 years              
Payment for option exercise     $ 15,000,000              
Additional clinical and regulatory milestone payments receivable     130,000,000              
Contingent payments receivable     $ 145,000,000              
WuXi Biologics License Agreement                    
License And Collaboration Agreements [Line Items]                    
Upfront and milestone payments             $ 18,500,000      
Milestone payments         0 $ 0        
Milestone payable         $ 7,500,000          
Range of tiered royalty payments on net sales         high single-digits to low teens          
WuXi Biologics License Agreement | Maximum                    
License And Collaboration Agreements [Line Items]                    
Clinical, regulatory and commercialization milestone payments       $ 375,000,000            
Abmuno License Agreement                    
License And Collaboration Agreements [Line Items]                    
Upfront and milestone payments         $ 0 $ 800,000        
Abmuno License Agreement | Maximum                    
License And Collaboration Agreements [Line Items]                    
Clinical, regulatory and commercialization remaining milestone payments         $ 101,000,000          
[1] The Condensed Consolidated Balance Sheet as of December 31, 2018 has been derived from the audited financial statements as of that date.