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Fair Value of Financial Assets and Liabilities - Narrative (Details)
1 Months Ended 6 Months Ended 12 Months Ended
Aug. 30, 2016
director
May 31, 2017
shares
Feb. 28, 2017
USD ($)
shares
Oct. 31, 2016
USD ($)
tranche
$ / shares
shares
Jun. 30, 2018
USD ($)
$ / shares
Jun. 30, 2017
USD ($)
Dec. 31, 2016
USD ($)
Dec. 31, 2017
USD ($)
Number of directors to whom the Company agreed to issue warrants | director 2              
Shares issued in connection with contingent equity liability | shares   9,358,560            
Issuance price per share | $ / shares         $ 45.00      
Recognized fair value of BCF as a reduction to series A preferred shares and corresponding adjustment to additional paid in capital         $ 0 $ (12,006,000)    
BMS                
Shares issued in connection with contingent equity liability | shares   1,345,374            
Value of the contingently issuable equity             $ 18,750,000  
BMS | Maximum                
Expected timing of event that was most probable of triggering the issuance of shares             1 year  
AstraZeneca                
Shares issued in connection with contingent equity liability | shares   538,149            
Number of tranches in which contingently issuable equity is issuable | tranche       2        
Fixed dollar amount per tranche       $ 5,000,000        
Total amount of tranches       $ 10,000,000        
AstraZeneca | Second tranche                
Value of the contingently issuable equity             $ 7,500,000  
Fair value of the contingent equity liability             $ 4,875,000  
AstraZeneca | Second tranche | Maximum                
Expected timing of event that was most probable of triggering the issuance of shares             1 year  
Series A Convertible Preferred Shares                
Shares issued in connection with contingent equity liability | shares   9,358,560            
Preferred stock issued and sold | shares     4,305,182 4,305,209        
Recognized fair value of BCF as a reduction to series A preferred shares and corresponding adjustment to additional paid in capital     $ 12,006,000          
Shares issued on conversion of preferred stock | shares   9,358,560            
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       $ 5,000,000        
Issuance price per share | $ / shares       $ 9.2911        
Expected Dividend Yield                
Measurement input for warrant liability         0      
Probability of Triggering Event | BMS                
Measurement input for contingent equity liability             0.75  
Probability of Triggering Event | AstraZeneca | Second tranche                
Measurement input for contingent equity liability             0.65  
Discount Rate | BMS                
Measurement input for contingent equity liability             0  
Discount Rate | AstraZeneca | Second tranche                
Measurement input for contingent equity liability             0  
Recurring                
Financial assets at fair value         $ 0      
Financial liabilities at fair value         $ 0     $ 4,021,000