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Nature of Business (Details)
$ / shares in Units, $ in Thousands
12 Months Ended
Mar. 06, 2019
Feb. 01, 2017
USD ($)
$ / shares
shares
Jan. 13, 2017
Dec. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
Collaborative Arrangements and Non-collaborative Arrangement Transactions [Line Items]          
Proceeds from initial public offering of common stock, net of issuance costs       $ 0 $ 107,008
Reverse stock split     0.27100271    
Cash, cash equivalents, and marketable securities       $ 195,900  
IPO          
Collaborative Arrangements and Non-collaborative Arrangement Transactions [Line Items]          
Issuance of common stock (in shares) | shares   7,319,750      
Public offering share price (in dollars per share) | $ / shares   $ 16      
Proceeds from initial public offering of common stock, net of issuance costs   $ 117,100      
Proceeds from IPO, net of discounts, commissions, and other offering expenses   $ 106,400      
Stock converted upon completion of IPO (in shares) | shares   22,283,690      
Over-Allotment Option          
Collaborative Arrangements and Non-collaborative Arrangement Transactions [Line Items]          
Issuance of common stock (in shares) | shares   954,750      
Scenario, Forecast          
Collaborative Arrangements and Non-collaborative Arrangement Transactions [Line Items]          
Duration of funding requirement 12 months