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Summary of Significant Accounting Policies - Reconciliation of Preferred Stock Warrant Liabilities (Details) - Preferred stock warrant - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Reconciliation of preferred stock warrant liabilities:        
Balance at beginning of period $ 978 $ 57 $ 157 $ 53
Initial fair value of preferred stock warrants issued   103 4
Reclassified to equity (855) (855)  
Change in fair value of preferred stock warrants $ (123) $ 595  
Balance at end of period   $ 57   $ 57