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Summarized Quarterly Data (Unaudited) - Cash Flows (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Jun. 30, 2018
Sep. 30, 2018
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Condensed Financial Statements, Captions [Line Items]                        
Net loss $ (33,892) $ (36,997) $ (26,233) $ (12,105) $ (10,872) $ (11,916) $ (11,451) $ (63,230) $ (97,122) $ (138,696) $ (46,344) $ (24,197)
Stock-based compensation     5,794         6,377 6,801 7,748 2,755 2,722
Accrued expenses and other current liabilities     10,399         13,089 26,525 26,512 938 4,839
Net cash used in operating activities     1,866         (27,624) (42,335) (66,698) (34,304) (13,189)
Net cash used in investing activities     (1,201)         (1,257) (20,252) (76,089) (416,722) (225,279)
Net cash provided by financing activities     10,923         15,967 92,602 139,482 465,607 253,717
Net (decrease)/ increase in cash, cash equivalents and restricted cash     11,588         (12,914) 30,015 (3,305) 14,581 15,249
Cash, cash equivalents and restricted cash, beginning of year 40,141 64,643 53,055       $ 38,474 53,055 53,055 53,055 38,474 23,225
Cash, cash equivalents and restricted cash, end of year 83,070 40,141 64,643 53,055       40,141 83,070 49,750 53,055 $ 38,474
Scenario, Previously Reported                        
Condensed Financial Statements, Captions [Line Items]                        
Net loss (33,716) (37,298) (20,911)         (58,209) (91,925)      
Stock-based compensation     697         1,449 2,042      
Accrued expenses and other current liabilities     10,174         12,996 26,087      
Net cash used in operating activities     1,866         (27,624) (42,335)      
Net cash used in investing activities     (1,201)         (1,257) (20,252)      
Net cash provided by financing activities     10,923         15,967 92,602      
Net (decrease)/ increase in cash, cash equivalents and restricted cash     11,588         (12,914) 30,015      
Cash, cash equivalents and restricted cash, beginning of year 40,141 64,643 53,055         53,055 53,055 53,055    
Cash, cash equivalents and restricted cash, end of year 83,070 40,141 64,643 53,055       40,141 83,070   53,055  
Restatement Adjustment                        
Condensed Financial Statements, Captions [Line Items]                        
Net loss (176) 301 (5,322)         (5,021) (5,197)      
Stock-based compensation     5,097         4,928 4,759      
Accrued expenses and other current liabilities     225         93 438      
Net cash used in operating activities     0         0 0      
Net cash used in investing activities     0         0 0      
Net cash provided by financing activities     0         0 0      
Net (decrease)/ increase in cash, cash equivalents and restricted cash     0         0 0      
Cash, cash equivalents and restricted cash, beginning of year 0 0 0         0 0 $ 0    
Cash, cash equivalents and restricted cash, end of year $ 0 $ 0 $ 0 $ 0       $ 0 $ 0   $ 0