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Summary of Significant Accounting Policies - Summary of Fair Value Measurement Financial Asset and Liabilities (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Assets [Abstract]    
Cash and cash equivalents $ 73,200 $ 146,200
Securities 89,284  
Total assets measured at fair value 162,506 160,849
Money market funds    
Assets [Abstract]    
Cash and cash equivalents 46,149 46,257
Government-sponsored enterprises    
Assets [Abstract]    
Marketable securities 13,222  
U.S Treasury securities    
Assets [Abstract]    
Marketable securities   12,488
Corporate debt securities    
Assets [Abstract]    
Marketable securities   100,214
Securities 103,135  
Common stock warrants    
Assets [Abstract]    
Common stock warrants   1,890
Quoted Prices in Active Markets for Identical Assets, Level 1    
Assets [Abstract]    
Total assets measured at fair value 46,149 46,257
Quoted Prices in Active Markets for Identical Assets, Level 1 | Money market funds    
Assets [Abstract]    
Cash and cash equivalents 46,149 46,257
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 | U.S Treasury securities    
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  
Quoted Prices in Active Markets for Identical Assets, Level 1 | Common stock warrants    
Assets [Abstract]    
Common stock warrants   0
Significant Other Observable Inputs, Level 2    
Assets [Abstract]    
Total assets measured at fair value 116,357 112,702
Significant Other Observable Inputs, Level 2 | Money market funds    
Assets [Abstract]    
Cash and cash equivalents 0 0
Significant Other Observable Inputs, Level 2 | Government-sponsored enterprises    
Assets [Abstract]    
Marketable securities 13,222  
Significant Other Observable Inputs, Level 2 | U.S Treasury securities    
Assets [Abstract]    
Marketable securities   12,488
Significant Other Observable Inputs, Level 2 | Corporate debt securities    
Assets [Abstract]    
Marketable securities   100,214
Securities 103,135  
Significant Other Observable Inputs, Level 2 | Common stock warrants    
Assets [Abstract]    
Common stock warrants   0
Significant Unobservable Inputs, Level 3    
Assets [Abstract]    
Total assets measured at fair value 0 1,890
Significant Unobservable Inputs, Level 3 | Money market funds    
Assets [Abstract]    
Cash and cash equivalents 0 0
Significant Unobservable Inputs, Level 3 | Government-sponsored enterprises    
Assets [Abstract]    
Marketable securities 0  
Significant Unobservable Inputs, Level 3 | U.S Treasury securities    
Assets [Abstract]    
Marketable securities   0
Significant Unobservable Inputs, Level 3 | Corporate debt securities    
Assets [Abstract]    
Marketable securities   0
Securities $ 0  
Significant Unobservable Inputs, Level 3 | Common stock warrants    
Assets [Abstract]    
Common stock warrants   $ 1,890