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Warrants - Aggregate Fair Values, Inputs and Assumptions (Details) - USD ($)
$ / shares in Units, $ in Thousands
9 Months Ended 12 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Dec. 31, 2016
Fair value assumptions      
Proceeds from Series A preferred stock offering allocated to warrants $ 7,623 $ 0  
Proceeds recorded in Additional paid-in capital 7,623    
Additional paid-in capital      
Fair value assumptions      
Proceeds recorded in Additional paid-in capital $ 7,623    
Warrant      
Fair value assumptions      
Volatility 89.69%    
Weighted average remaining expected life 5 years    
Interest rate (as a percent) 2.08%    
Dividend yield 0.00%    
Proceeds from Series A preferred stock offering allocated to warrants $ 3,000    
Warrant      
Fair value assumptions      
Calculated aggregate value $ 10,735   $ 6,034
Weighted average exercise price per share (usd per share) $ 6.00   $ 5.98
Closing price per share of common stock (usd per share) $ 3.06   $ 1.89
Volatility 87.90%   85.60%
Weighted average remaining expected life 3 years 6 months   4 years 3 months
Interest rate (as a percent) 1.69%   1.75%
Dividend yield 0.00%   0.00%