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Income Taxes (Tables)
12 Months Ended
Dec. 31, 2019
Income Taxes  
Schedule of effective tax rates differing from U.S. federal statutory rate

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Year Ended December 31,

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2019

    

​

2018

​

    

2017

​

​

​

(in thousands, except percentages)

​

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

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$

(25,794)

    

(21.00)

%  

​

$

(26,800)

    

(21.00)

%  

​

$

(46,206)

    

(34.00)

%

State tax expense

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​

(6,607)

​

(5.38)

%  

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​

(4,468)

​

(3.50)

%  

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​

(6,559)

​

(4.83)

%

Research and development credits

​

​

(1,645)

​

(1.34)

%  

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​

(1,164)

​

(0.91)

%  

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​

(1,149)

​

(0.85)

%

Stock-based compensation

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​

(7,544)

​

(6.14)

%  

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​

(3,148)

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(2.47)

%  

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​

(5,036)

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(3.71)

%

Change in federal tax rate

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—

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0.00

%  

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—

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0.00

%  

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​

44,701

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32.89

%

Mark to market fair value adjustments

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​

—

​

0.00

%  

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​

865

​

0.68

%  

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​

(390)

​

(0.29)

%

Nondeductible settlement for claims

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​

—

​

0.00

%  

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​

1

​

0.00

%  

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​

3,873

​

2.85

%

Foreign tax

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​

1,612

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1.31

%

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​

195

​

0.15

%

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​

153

​

0.11

%

Other nondeductible items

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​

1,378

​

1.12

%  

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​

690

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0.54

%  

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​

856

​

0.63

%

Change in valuation allowance

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​

40,599

​

33.06

%  

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​

34,150

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26.76

%  

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​

10,211

​

7.51

%

Provision for income taxes

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$

1,999

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1.63

%  

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$

321

​

0.25

%

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$

454

​

0.31

%

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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2019

​

2018

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(in thousands)

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Deferred tax assets:

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​

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​

​

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​

​

​

​

Net operating loss carryforwards

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​

​

​

$

124,777

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$

95,321

​

Research and development tax credit carryforwards

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​

​

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18,189

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15,632

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Reserves and accruals

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​

​

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10,002

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7,839

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Lease Liabilities

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7,838

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​

—

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Deferred revenue

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​

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3,288

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83

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Stock-based compensation

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​

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​

6,106

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4,076

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Total deferred tax assets before valuation allowance

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170,200

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122,951

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Less: valuation allowance

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(163,040)

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(122,441)

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7,160

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​

510

​

Deferred tax liabilities:

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​

​

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​

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Property and equipment

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​

​

​

​

—

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(510)

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Right-of-use lease assets

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​

​

​

​

(7,160)

​

​

—

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Net deferred tax assets

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​

​

​

$

—

​

$

—

​

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

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Year Ended December 31,

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​

    

2019

    

2018

​

2017

 

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(in thousands)

​

Balance at beginning of year

​

$

7,362

​

$

5,945

​

$

4,293

​

Additions based on tax positions related to the current year

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​

1,426

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1,416

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1,651

​

Additions (reductions) for tax positions of prior years

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(169)

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​

1

​

​

1

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Balance at end of year

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$

8,619

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$

7,362

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$

5,945

​