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Stockholders' Equity - Narrative (Details) - USD ($)
1 Months Ended 3 Months Ended 5 Months Ended 9 Months Ended 24 Months Ended
Jan. 01, 2018
Jul. 25, 2017
May 31, 2018
Sep. 30, 2018
Sep. 30, 2017
Jun. 05, 2018
Sep. 30, 2018
Sep. 30, 2017
Jun. 05, 2018
May 13, 2016
Class of Stock [Line Items]                    
Proceeds from issuance of stock             $ 14,923,263 $ 94,347,922    
Warrants exercised (shares)       284,091 0   284,091 0    
Proceeds from warrant exercises       $ 902,000     $ 902,000      
Number of warrants outstanding (shares)       0     0      
Award vesting period             3 years      
Maximum contractual term             10 years      
Stock and Cash Based Incentive Plan                    
Class of Stock [Line Items]                    
Common stock, other shares, outstanding (shares)       5,840,878     5,840,878      
Award vesting period             3 years      
Maximum contractual term             10 years      
Number of shares of unvested restricted stock units (shares)             176,330      
2016 Incentive Plan                    
Class of Stock [Line Items]                    
Number of shares authorized (shares)       8,000,000     8,000,000     6,000,000
Number of potential shares authorized for issuance under share based compensation plan (shares)                   2,000,000
Increase in number of shares authorized, share-based compensation arrangement (shares) 2,000,000                  
Number of shares available for grant (shares)       2,993,654     2,993,654      
Number of shares of unvested restricted stock units and options outstanding (shares)       1,534,883     1,534,883      
Common stock, other shares, outstanding (shares)       3,104,397     3,104,397      
Common Stock | Sales Agreement                    
Class of Stock [Line Items]                    
Maximum authorized amount     $ 100,000,000.0              
Agent fee     3.00%              
Aggregate number of shares issued (shares)             2,652,530      
Common shares sold (dollars per share)       $ 5.14     $ 5.14      
Aggregate proceeds             $ 13,400,000      
Remaining authorized amount       $ 86,400,000     86,400,000      
Proceeds from issuance of stock             $ 14,900,000      
Common Stock | ATM Sales Agreement                    
Class of Stock [Line Items]                    
Aggregate number of shares issued (shares)           314,950   2,937,406 3,911,104  
Common shares sold (dollars per share)         $ 8.41 $ 5.07   $ 8.41 $ 5.07  
Aggregate proceeds           $ 1,600,000   $ 24,200,000 $ 32,100,000  
Common Stock | Public Offering, Not IPO                    
Class of Stock [Line Items]                    
Common shares sold (dollars per share)   $ 6.00                
Number of common shares sold (shares)   12,500,000                
Proceeds from issuance of stock   $ 70,100,000