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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 12 Months Ended
Feb. 28, 2017
shares
Oct. 31, 2016
USD ($)
tranche
$ / shares
shares
Dec. 31, 2017
USD ($)
Dec. 31, 2016
USD ($)
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%
Fair value of the contingent equity liability     $ 15,938 $ 14,063
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 per tranche   $ 5,000    
Total amount of tranches   $ 10,000    
AstraZeneca | Second tranche        
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%
Fair value of the contingent equity liability     $ 6,375 $ 4,875
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        
Preferred stock issued and sold | shares 4,305,182 4,305,209    
Series A Convertible Preferred Shares | AstraZeneca        
Preferred stock issued and sold | shares   538,150    
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