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Revision of Prior Period Financial Statements - Schedule of Revised Consolidated Statements of Shareholder's Equity (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Net change in unrealized gains on available-for-sale securities                 $ 98 $ 49 $ (56)  
Total stockholders’ equity $ 135,409       $ 52,137       135,409 52,137 79,341 $ 93,041
Net loss (17,300) $ (18,293) $ (10,725) $ (8,250) (16,270) $ (9,727) $ (13,304) $ (11,077) (54,568) (50,378) (29,740)  
As Reported                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Net change in unrealized gains on available-for-sale securities                   24    
Total stockholders’ equity         54,422         54,422 79,553  
Net loss     (11,467) (8,019) (14,713)   (12,206) (11,117)   (48,280) (29,420)  
Adjustment                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Net change in unrealized gains on available-for-sale securities                   25    
Total stockholders’ equity         (2,285)         (2,285) (212)  
Net loss     $ 742 $ (231) (1,557)   $ (1,098) $ 40   (2,098) (320)  
Accumulated Other Comprehensive Income (Loss)                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Net change in unrealized gains on available-for-sale securities                 98 49 (56)  
Total stockholders’ equity 82       (16)       82 (16) (65) (9)
Accumulated Other Comprehensive Income (Loss) | As Reported                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Net change in unrealized gains on available-for-sale securities                   24    
Total stockholders’ equity         (41)         (41)    
Accumulated Other Comprehensive Income (Loss) | Adjustment                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Net change in unrealized gains on available-for-sale securities                   25    
Total stockholders’ equity         25         25    
Accumulated Deficit                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Total stockholders’ equity $ (260,393)       (205,825)       (260,393) (205,825) (156,801) (127,061)
Net loss                 $ (54,568) (50,378) (29,740)  
Accumulated Deficit | As Reported                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Total stockholders’ equity         (203,515)         (203,515) (156,589) (127,169)
Net loss                   (48,280) (29,420)  
Accumulated Deficit | Adjustment                        
Error Corrections and Prior Period Adjustments Restatement [Line Items]                        
Total stockholders’ equity         $ (2,310)         (2,310) (212) $ 108
Net loss                   $ (2,098) $ (320)