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Long-term Debt - Additional Information (Details)
1 Months Ended 3 Months Ended 6 Months Ended
Oct. 31, 2018
USD ($)
$ / shares
shares
Jun. 30, 2020
USD ($)
$ / shares
Jun. 30, 2019
USD ($)
Jun. 30, 2020
USD ($)
day
$ / shares
Jun. 30, 2019
USD ($)
Dec. 31, 2019
USD ($)
$ / shares
shares
Nov. 30, 2018
USD ($)
Jan. 31, 2018
USD ($)
Line of Credit Facility [Line Items]                
Common stock, par value (in dollars per share) | $ / shares   $ 0.0001   $ 0.0001   $ 0.0001    
Convertible Notes                
Line of Credit Facility [Line Items]                
Convertible debt fair value   $ 169,500,000   $ 169,500,000        
Interest rate of debt       9.35%        
Unamortized discount   60,500,000   $ 60,500,000        
Debt issuance costs   7,400,000   7,400,000        
Debt issuance cost, equity component   1,900,000   1,900,000        
Debt issuance cost, liability component   5,500,000   $ 5,500,000        
Debt term       5 years        
Term Loan Agreement                
Line of Credit Facility [Line Items]                
Repayments of debt       $ 88,600,000        
Credit facility, maximum borrowing capacity $ 100,000,000.0              
Upfront fee of principal amount 0.50%              
Proceeds from line of credit       80,000,000.0        
Warrants issued with debt | shares 341,578         128,932    
Exercise price | $ / shares $ 21.12         $ 34.20    
Interest expense   4,100,000 $ 1,900,000 7,000,000.0 $ 3,600,000      
Write off of costs       6,600,000        
CRG Servicing LLC Amended And Restated Loan Agreement [Member]                
Line of Credit Facility [Line Items]                
Percentage of accrue interest 10.50%              
Percentage of deferred payment 3.00%              
Commitment fee percentage 2.00%              
Secured Revolving Loan Facility                
Line of Credit Facility [Line Items]                
Termination fee   500,000   500,000        
Revolving Credit Facility | Secured Revolving Loan Facility                
Line of Credit Facility [Line Items]                
Credit facility, maximum borrowing capacity             $ 20,000,000.0 $ 15,000,000.0
Long-term Line of Credit   0   0        
Debt Instrument, Redemption, Period One [Member] | Term Loan Agreement                
Line of Credit Facility [Line Items]                
Current borrowing capacity           $ 20,000,000.0    
Senior Notes | Convertible Notes                
Line of Credit Facility [Line Items]                
Debt instrument face amount   $ 230,000,000.0   $ 230,000,000.0        
Debt instrument stated rate   2.625%   2.625%        
Proceeds from issuance of debt       $ 222,600,000        
Common stock, par value (in dollars per share) | $ / shares   $ 0.0001   $ 0.0001        
Conversion ratio       0.0209161        
Conversion price | $ / shares   $ 47.81   $ 47.81        
Threshold consecutive trading days | day       30        
Redemption price percentage       100.00%        
Triggering Event 1 | Senior Notes | Convertible Notes                
Line of Credit Facility [Line Items]                
Threshold trading days | day       20        
Threshold consecutive trading days | day       30        
Threshold percentage of stock price trigger       130.00%        
Triggering Event 2 | Senior Notes | Convertible Notes                
Line of Credit Facility [Line Items]                
Threshold trading days | day       5        
Threshold consecutive trading days | day       5        
Threshold percentage of stock price trigger       98.00%