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Product Revenue and Reserves for Variable Consideration - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Dec. 31, 2019
Disaggregation of Revenue [Line Items]          
Total revenues $ 90,142 $ 100,803 $ 178,620 $ 173,469  
Product revenue, net          
Disaggregation of Revenue [Line Items]          
Total revenues 30,696 $ 29,089 59,905 $ 52,200  
Accounts receivable, net $ 20,300   $ 20,300   $ 23,000