That time zone identifier looks like it came from Rails, or from Twitter (which uses Rails). You first need to convert it to a standard IANA zone identifer such as "America/Los_Angeles". See the MAPPING
declaration in the ActiveSupport::TimeZone docs.
Then you can use one of the libraries I mentioned here.
In particular, you may want to try moment-timezone. You'll need the latest develop version for this particular feature, as it was added in issue #25 which is not yet in the current release. Then you can do something like this:
moment.tz("2013-12-03T15:00:00","America/Los_Angeles").utc().format()
You can adjust the input/output format to whatever makes sense for you and is supported by moment.js.
The other time zone libraries I mentioned may also offer similar features without as much overhead, so they are worth a look.