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Collaboration and License Agreements (Details)
$ in Thousands
1 Months Ended 3 Months Ended 12 Months Ended
Nov. 30, 2016
USD ($)
director
Nov. 30, 2015
USD ($)
item
person
May 31, 2014
USD ($)
Jun. 30, 2017
Dec. 31, 2017
USD ($)
item
Dec. 31, 2016
USD ($)
Dec. 31, 2015
USD ($)
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Remaining performance obligation         $ 0    
Number of board director seats held | director 2            
Total number of board director seats | director 7            
Number of common board of directors | director 0            
Collaboration revenue         902 $ 16,199 $ 249
Current portion of deferred revenue         566 1,111  
long-term deferred revenue           152  
Expenses         67,369 54,956 49,095
Baker Bros. Advisors LP              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Common stock ownership percentage under the collaboration agreement 7.00%            
Abbott Molecular              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Paid or expects to pay for external development expenses     $ 6,700        
Expenses         800 400 900
Expected agreement term     5 years        
GSK Agreement              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Number of optional additional targets | person   2          
Number of development candidates | person   1          
Number of units of accounting in connection of agreements | item   2          
Remaining performance obligation         $ 0    
Maximum royalty percentage on net sales         5.00%    
Deferred revenue         $ 900 1,100 100
Expected agreement term   27 months          
Revised, increased research period       36 months      
GSK Agreement | License, Research, Clinical Development and Commercialization              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments   $ 100,000     20,000    
GSK Agreement | Research and Development Plans and Designation of Development Candidates              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments   9,000     1,000    
GSK Agreement | Clinical and Commercial Milestones              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments   $ 89,000     $ 17,000    
GSK Agreement | Maximum              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Anticipated initial collaboration term   4 years          
Number of optional additional targets | item         2    
GSK Agreement | Minimum              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Anticipated initial collaboration term   2 years          
Vivelix              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Number of units of accounting in connection of agreements | item         3    
Number of board director seats held | director 2            
Total number of board director seats | director 4            
Number of common board of directors | director 0            
Collaboration revenue           $ 15,000 $ 0
Vivelix | Maximum              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments $ 140,000            
Collaboration revenue         $ 100    
Vivelix | Maximum | Back-up compounds              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Anticipated initial collaboration term 3 years            
Milestone payments $ 52,500            
Vivelix | Maximum | Development and Regulatory Milestones              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments 65,000            
Vivelix | Maximum | Development and Regulatory Milestones | Back-up compounds              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments 35,000            
Vivelix | Maximum | Sales Milestones              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments 75,000            
Vivelix | Maximum | Sales Milestones | Back-up compounds              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Milestone payments 17,500            
Up-front Payment Arrangement | GSK Agreement              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Upfront payment received under collaboration agreement   $ 2,500          
Up-front Payment Arrangement | Vivelix              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Upfront payment received under collaboration agreement $ 15,000            
R&D Services Unit of Accounting | GSK Agreement              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Upfront payment received under collaboration agreement   2,500          
JSC Deliverable | GSK Agreement              
Collaborative Arrangements and Non-collaborative Arrangement Transactions              
Upfront payment received under collaboration agreement   $ 0