How do we check Twitter Bootstrap radio buttons using Laravel Dusk?

According to twitter bootstrap, this is how we do a radio:

<div class="radio">
  <label>
    <input type="radio" name="optionsRadios" id="optionsRadios1" value="option1" checked>
    Option one is this and that&mdash;be sure to include why it's great
  </label>
</div>

And this is my code:

$browser->click('#menu-reports')
        ->waitForText('Users')
        ->click('#menu-reports-users')
        ->radio('sitesActive', '2')
        ->radio('includeDisabled', '2')
        ->radio('includeNonCertifiable', '2')
        ->press('Apply')
        ->waitForText('Showing 0 to 0 of 0 entries')
;

With the input inside the label tag. But the problem is that Dusk (actually Facebook Webdriver) is not able to find it this way. It keeps raising:

Facebook\WebDriver\Exception\ElementNotVisibleException: element not visible

To make it work I have put the input outside the label, but then, of course, the boostrap radio does not show as it should anymore.

<div class="radio">
  <input type="radio" name="optionsRadios" id="optionsRadios1" value="option1" checked>
  <label>
    Option one is this and that&mdash;be sure to include why it's great
  </label>
</div>

So, how are you doing this?