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Income Taxes - Summary of Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]    
Unrecognized benefit—beginning of year $ 800 $ 684
Gross increases (decreases)—prior year tax positions (7) 0
Gross increases (decreases)—current year tax positions 264 116
Unrecognized benefit—end of year $ 1,057 $ 800