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Fair Value Measurements - Schedule of Reconciliations of Changes in the Fair Value of Financial Instruments (Details) - USD ($)
3 Months Ended 12 Months Ended
Mar. 31, 2017
Dec. 31, 2017
Fair Value Liabilities Measured On Recurring Basis Unobservable Input Reconciliation [Line Items]    
Change in fair value associated with convertible preferred stock tranche liability $ 876,000  
Significant Unobservable Inputs (Level 3)    
Fair Value Liabilities Measured On Recurring Basis Unobservable Input Reconciliation [Line Items]    
Fair value as of January 1, 2017 $ 4,247,000 $ 4,247,000
Change in fair value associated with convertible preferred stock tranche liability   876,000
Reduction in tranche liability due to preferred stock issuance   $ (5,123,000)