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Income Taxes (Tables)
12 Months Ended
Dec. 31, 2020
Income Taxes  
Schedule of effective tax rates differing from U.S. federal statutory rate

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December 31,

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2020

    

​

2019

​

    

2018

​

​

​

(in thousands, except percentages)

​

U.S. federal taxes (benefit) at statutory rate

​

$

(48,226)

    

(21.00)

%  

​

$

(25,794)

    

(21.00)

%  

​

$

(26,800)

    

(21.00)

%

State tax expense

​

​

(10,672)

​

(4.65)

%  

​

​

(6,607)

​

(5.38)

%  

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​

(4,468)

​

(3.50)

%

Research and development credits

​

​

(3,964)

​

(1.73)

%  

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​

(1,645)

​

(1.34)

%  

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​

(1,164)

​

(0.91)

%

Stock-based compensation

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​

(23,791)

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(10.36)

%  

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​

(7,544)

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(6.14)

%  

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​

(3,148)

​

(2.47)

%

Change in federal tax rate

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​

—

​

0.00

%  

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​

—

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0.00

%  

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​

—

​

0.00

%

Mark to market fair value adjustments

​

​

—

​

0.00

%  

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​

—

​

0.00

%  

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​

865

​

0.68

%

Nondeductible settlement for claims

​

​

—

​

0.00

%  

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​

—

​

0.00

%  

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​

1

​

0.00

%

Foreign tax

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​

55

​

0.02

%

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​

1,612

​

1.31

%

​

​

195

​

0.15

%

Other nondeductible items

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​

9,776

​

4.26

%  

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​

1,378

​

1.12

%  

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​

690

​

0.54

%

Change in valuation allowance

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​

76,920

​

33.50

%  

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​

40,599

​

33.06

%  

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​

34,150

​

26.76

%

Provision for income taxes

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$

98

​

0.04

%  

​

$

1,999

​

1.63

%

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$

321

​

0.25

%

Schedule of tax effects of temporary differences that give rise to significant portions of the deferred tax assets

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December 31,

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2020

​

2019

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​

​

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​

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(in thousands)

​

Deferred tax assets:

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​

​

​

​

Net operating loss carryforwards

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​

​

​

$

177,899

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$

124,777

​

Research and development tax credit carryforwards

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​

​

​

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24,332

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18,189

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Reserves and accruals

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​

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​

21,770

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10,002

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Lease Liabilities

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7,123

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7,838

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Deferred revenue

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​

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6,386

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3,288

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Stock-based compensation

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​

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​

10,673

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6,106

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Total deferred tax assets before valuation allowance

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​

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​

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248,183

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170,200

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Less: valuation allowance

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(222,521)

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(163,040)

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​

25,662

​

​

7,160

​

Deferred tax liabilities:

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​

​

​

​

​

​

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​

Convertible debt

​

​

​

​

​

(19,143)

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​

Right-of-use lease assets

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​

​

​

​

(6,519)

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​

(7,160)

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Net deferred tax assets

​

​

​

​

$

—

​

$

—

​

Schedule of reconciliation of the beginning and ending amount of gross unrecognized tax benefits

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December 31,

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​

    

2020

    

2019

​

2018

 

​

​

(in thousands)

​

Balance at beginning of year

​

$

8,619

​

$

7,362

​

$

5,945

​

Additions based on tax positions related to the current year

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​

2,889

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1,426

​

​

1,416

​

Additions (reductions) for tax positions of prior years

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​

(8)

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(169)

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​

1

​

Balance at end of year

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$

11,500

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$

8,619

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$

7,362

​