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Stockholders' Equity - Summary of Stock-Based Compensation (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]    
Stock-based compensation capitalized in inventory $ 70 $ 28
Total stock-based compensation 7,988 6,724
Cost of sales    
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]    
Allocated share-based compensation expense 23 28
Research and development    
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]    
Allocated share-based compensation expense 2,605 1,979
Selling, general and administrative    
Employee Service Share-based Compensation, Allocation of Recognized Period Costs [Line Items]    
Allocated share-based compensation expense $ 5,290 $ 4,689