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Stock based compensation - 2014 Stock Option and Grant Plan - (Details)
$ / shares in Units, $ in Thousands
1 Months Ended 3 Months Ended
Jan. 01, 2017
shares
Jan. 01, 2016
shares
Oct. 31, 2015
shares
Jan. 31, 2014
$ / shares
shares
Mar. 31, 2017
USD ($)
shares
Mar. 31, 2016
USD ($)
Aug. 31, 2015
shares
Apr. 30, 2015
shares
Aug. 31, 2014
shares
Apr. 30, 2014
shares
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Stock-based compensation | $         $ 2,165 $ 1,422        
Stock options granted (in shares)         1,043,800          
2014 Stock Option and Grant Plan (2014 Plan)                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Number of shares authorized for stock-based compensation plan (in shares)     2,998,823 823,529     2,669,411 2,047,058 2,000,000 1,411,764
2015 Employee Stock Purchase Plan                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Shares available for future issuance (in shares)     262,362              
Common stock shares authorized for issuance 267,658 267,492                
2015 Employee Stock Purchase Plan | Minimum                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Payroll deduction percentage     1.00              
2015 Employee Stock Purchase Plan | Maximum                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Payroll deduction percentage     10.00              
2015 Stock Option Plan                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Shares available for future issuance (in shares)     1,311,812   1,929,412          
Percentage limit of issued and outstanding shares upto which additional shares may be issued         4.00          
Unvested restricted stock awards                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Unrecognized stock-based compensation expense | $         $ 8,800          
Employees restricted stock                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Stock-based compensation | $         100          
Performance based milestone awards                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Stock-based compensation | $         100          
Founders restricted stock                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Stock-based compensation | $         0          
Restricted stock granted (in shares)       1,188,233            
Restricted stock granted, original issued price (in dollars per share) | $ / shares       $ 0.0425            
Founders restricted stock | Vesting period, tranche one                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Restricted stock granted (in shares)       835,292            
Founders restricted stock | Vesting period, tranche two                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Restricted stock granted (in shares)       352,941            
Founders restricted stock | Minimum | Vesting period, tranche one                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Vesting period       1 year            
Founders restricted stock | Maximum | Vesting period, tranche one                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Vesting period       4 years            
Employees and directors stock options                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Stock-based compensation | $         $ 1,300          
Employees and directors stock options | 2015 Stock Option and Incentive Plan                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Stock options granted (in shares)         1,043,800          
Non-employees stock options                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Stock-based compensation | $         $ 200          
Non-employees stock options | 2015 Stock Option Plan                    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                    
Share-based Compensation Arrangement by Share-based Payment Award, Shares Issued in Period         0          
New stock options issued         0