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Fair Value of Financial Assets and Liabilities - Valuation of Contingent Equity Liability (Details)
$ / shares in Units, $ in Thousands
1 Months Ended 3 Months Ended 12 Months Ended
Feb. 28, 2017
USD ($)
$ / shares
shares
Oct. 31, 2016
USD ($)
tranche
$ / shares
shares
Mar. 31, 2017
USD ($)
shares
Dec. 31, 2016
USD ($)
Jul. 31, 2016
$ / shares
Feb. 29, 2016
$ / shares
Net proceeds     $ 40,000      
Fair value of the contingent equity liability     $ 15,938 $ 14,063    
Probability of occurrence of event that was most probable of triggering the issuance of shares     85.00% 75.00%    
Value of the contingently issuable equity     $ 18,750 $ 18,750    
Discount assessed     0.00% 0.00%    
Issuance price per share | $ / shares         $ 7.70 $ 7.00
Maximum            
Expected timing of event that was most probable of triggering the issuance of shares     1 year 1 year    
AstraZeneca            
Number of tranches in which contingently issuable equity is issuable | tranche   2        
Fixed dollar amount of tranches   $ 5,000        
Total amount of tranches   10,000        
AstraZeneca | Second tranche            
Fair value of the contingent equity liability     $ 6,375 $ 4,875    
Probability of occurrence of event that was most probable of triggering the issuance of shares     85.00% 65.00%    
Value of the contingently issuable equity     $ 7,500 $ 7,500    
Discount assessed     0.00% 0.00%    
AstraZeneca | Second tranche | Maximum            
Expected timing of event that was most probable of triggering the issuance of shares     3 months 1 year    
Series A Convertible Preferred Shares            
Net proceeds $ 38,636 $ 37,295        
Preferred stock issued and sold | shares 4,305,182 4,305,209 4,305,182      
Aggregate fair value     $ 38,636      
Issuance price per share | $ / shares $ 9.2911 $ 9.2911        
Series A Convertible Preferred Shares | AstraZeneca            
Preferred stock issued and sold | shares   538,150        
Issuance price per share | $ / shares   $ 9.2911        
Series A Convertible Preferred Shares | AstraZeneca | First tranche            
Preferred stock issued and sold | shares   538,150        
Aggregate fair value   $ 5,000        
Issuance price per share | $ / shares   $ 9.2911