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Summary of Significant Accounting Policies - Summary of Fair Value Measurement Financial Asset and Liabilities (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Assets [Abstract]    
Cash and cash equivalents $ 146,200 $ 62,500
Securities   93,394
Common stock warrants 1,890  
Total assets measured at fair value 160,849 155,910
Money market funds    
Assets [Abstract]    
Cash and cash equivalents 46,257 61,512
U.S Treasury securities    
Assets [Abstract]    
Marketable securities   3,989
Securities 12,488  
Government-sponsored enterprises    
Assets [Abstract]    
Marketable securities   11,991
Corporate debt securities    
Assets [Abstract]    
Marketable securities   78,418
Securities 100,214  
Quoted Prices in Active Markets for Identical Assets, Level 1    
Assets [Abstract]    
Common stock warrants 0  
Total assets measured at fair value 46,257 61,512
Quoted Prices in Active Markets for Identical Assets, Level 1 | Money market funds    
Assets [Abstract]    
Cash and cash equivalents 46,257 61,512
Quoted Prices in Active Markets for Identical Assets, Level 1 | U.S Treasury securities    
Assets [Abstract]    
Marketable securities   0
Securities 0  
Quoted Prices in Active Markets for Identical Assets, Level 1 | Government-sponsored enterprises    
Assets [Abstract]    
Marketable securities   0
Quoted Prices in Active Markets for Identical Assets, Level 1 | Corporate debt securities    
Assets [Abstract]    
Marketable securities   0
Securities 0  
Significant Other Observable Inputs, Level 2    
Assets [Abstract]    
Common stock warrants 0  
Total assets measured at fair value 112,702 94,398
Significant Other Observable Inputs, Level 2 | Money market funds    
Assets [Abstract]    
Cash and cash equivalents 0 0
Significant Other Observable Inputs, Level 2 | U.S Treasury securities    
Assets [Abstract]    
Marketable securities   3,989
Securities 12,488  
Significant Other Observable Inputs, Level 2 | Government-sponsored enterprises    
Assets [Abstract]    
Marketable securities   11,991
Significant Other Observable Inputs, Level 2 | Corporate debt securities    
Assets [Abstract]    
Marketable securities   78,418
Securities 100,214  
Significant Unobservable Inputs, Level 3    
Assets [Abstract]    
Common stock warrants 1,890  
Total assets measured at fair value 1,890 0
Significant Unobservable Inputs, Level 3 | Money market funds    
Assets [Abstract]    
Cash and cash equivalents 0 0
Significant Unobservable Inputs, Level 3 | U.S Treasury securities    
Assets [Abstract]    
Marketable securities   0
Securities 0  
Significant Unobservable Inputs, Level 3 | Government-sponsored enterprises    
Assets [Abstract]    
Marketable securities   0
Significant Unobservable Inputs, Level 3 | Corporate debt securities    
Assets [Abstract]    
Marketable securities   $ 0
Securities $ 0