How to remove Genieo from MacBook?

I let my mother used my MacBook, and now it has Genieo toolbar adware installed on it. Thanks, Mom. It’s made a mess of my Mac, and I certainly don’t want to use their retched search engine. How can I get rid of this?

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Story added 8. March 2014, content source with full text you can find at link above.