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License and Collaboration Agreements - Additional Information (Details)
1 Months Ended 3 Months Ended 6 Months Ended 9 Months Ended 12 Months Ended
Oct. 31, 2019
USD ($)
Oct. 31, 2018
USD ($)
Jul. 31, 2018
USD ($)
Sep. 30, 2017
USD ($)
Program
Aug. 31, 2017
USD ($)
Sep. 30, 2018
USD ($)
Sep. 30, 2017
USD ($)
Dec. 31, 2017
USD ($)
Sep. 30, 2018
USD ($)
Sep. 30, 2017
USD ($)
Dec. 31, 2017
USD ($)
License And Collaboration Agreements [Line Items]                      
Deferred revenue, current           $ 6,250,000   $ 5,000,000 [1] $ 6,250,000   $ 5,000,000 [1]
Deferred revenue, noncurrent           18,546,000   18,587,000 [1] 18,546,000   18,587,000 [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                     25,000,000
Payment for option exercise                 $ 3,000,000    
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).    
Non refundable and non creditable cash payments received                 $ 5,000,000   $ 25,000,000
Estimated performance period                 4 years   5 years
Remaining non refundable and non creditable cash payments receivable           5,000,000     $ 5,000,000    
Payment for first option exercise     $ 3,000,000                
Clinical and regulatory milestones achieved                 0    
Revenue recognized           4,300,000     6,800,000    
Receivable from collaboration partner           5,000,000     5,000,000    
Deferred revenue, current           6,300,000   5,000,000 6,300,000   $ 5,000,000
Deferred revenue, noncurrent           18,500,000   18,600,000 18,500,000   $ 18,600,000
Taiho Pharmaceutical Co Ltd | Taiho Agreement | Subsequent Event                      
License And Collaboration Agreements [Line Items]                      
Additional payment to be received for license agreement   $ 5,000,000                  
Taiho Pharmaceutical Co Ltd | Taiho Agreement | Scenario Forecast                      
License And Collaboration Agreements [Line Items]                      
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     $ 145,000,000     $ 145,000,000  
WuXi Biologics License Agreement                      
License And Collaboration Agreements [Line Items]                      
Upfront and milestone payments               $ 18,500,000      
Milestone payments           0     $ 0    
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           $ 2,000,000 $ 0   $ 2,800,000 $ 3,800,000  
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, 2017 has been derived from the audited financial statements as of that date.