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Stock-based compensation - Stock options (Details) - USD ($)
1 Months Ended 3 Months Ended 9 Months Ended 12 Months Ended
Jun. 30, 2017
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Dec. 31, 2016
Jun. 21, 2017
Shares              
Granted (in shares)   192,500 737,500 4,207,856 2,224,600    
Weighted average exercise price per share              
Granted (in dollars per share)   $ 1.40 $ 7.15 $ 1.51 $ 7.37    
Additional disclosures              
Weighted average grant date fair value (in dollars per share)   $ 1.05 $ 5.19 $ 1.14 $ 5.24    
Non-Employee Stock              
Shares              
Granted (in shares)       150,000 10,000    
Weighted average exercise price per share              
Granted (in dollars per share)       $ 1.60 $ 9.69    
Stock options              
Shares              
Outstanding at the beginning of the period (in shares)       4,611,392      
Granted (in shares) 143,000     4,357,856      
Forfeited/Canceled (in shares)       (2,500,789)      
Outstanding at the end of the period (in shares)   6,468,459   6,468,459   4,611,392  
Exercisable at the end of the period (in shares)   2,562,854   2,562,854      
Vested and expected to vest at the end of the period (in shares)   6,468,459   6,468,459      
Weighted average exercise price per share              
Outstanding at the beginning of the period (in dollars per share)       $ 14.42      
Granted (in dollars per share)       1.51      
Forfeited/Canceled (in dollars per share)       8.95      
Outstanding at the end of period (in dollars per share)   $ 7.84   7.84   $ 14.42  
Exercisable at the end of the period (in dollars per share)   14.38   14.38      
Vested and expected to vest at the end of the period (in dollars per share)   $ 7.84   $ 7.84      
Weighted average remaining contractual term (years)              
Outstanding       8 years 5 months 20 days   8 years 2 months 23 days  
Exercisable at the end of the period       7 years 1 month 9 days      
Vested and expected to vest at the end of the period       8 years 5 months 20 days      
Aggregate intrinsic value              
Outstanding   $ 48,000   $ 48,000   $ 45,000  
Exercisable at the end of period   43,000   43,000      
Vested and expected to vest at the end of the period   48,000   48,000      
Additional disclosures              
Total intrinsic value of options exercised   0 $ 200,000 0 $ 300,000    
Total unrecognized compensation cost, net of estimated forfeitures, related to unvested stock options and restricted stock units   $ 8,800,000   $ 8,800,000      
Weighted average period for recognition of compensation cost related to unvested stock awards       2 years 1 month 6 days      
Assumptions used to estimate fair value of each stock-based option award on the grant date using the Black-Scholes option pricing model              
Risk-free interest rate     1.60%        
Dividend yield   0.00% 0.00% 0.00% 0.00%    
Volatility     86.00%        
Expected term (years)   6 years 1 month 6 days 6 years 1 month 6 days        
Stock options | Minimum              
Assumptions used to estimate fair value of each stock-based option award on the grant date using the Black-Scholes option pricing model              
Risk-free interest rate   1.90%   1.30% 1.40%    
Volatility   92.00%   89.00% 78.00%    
Expected term (years)       2 years 5 years 3 months 19 days    
Stock options | Maximum              
Assumptions used to estimate fair value of each stock-based option award on the grant date using the Black-Scholes option pricing model              
Risk-free interest rate       2.20% 2.00%    
Volatility       109.00% 89.00%    
Expected term (years)       6 years 10 months 24 days 9 years 10 months 24 days    
Stock Compensation Plan | President              
Additional disclosures              
Total unrecognized compensation cost, net of estimated forfeitures, related to unvested stock options and restricted stock units             $ 2,700,000
Weighted average period for recognition of compensation cost related to unvested stock awards       2 years      
Modified share based compensation expense       $ 100,000      
Stock Compensation Plan | President | Selling, General and Administrative Expenses              
Additional disclosures              
Share-based compensation expense       $ 2,800,000