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An official member of the USA Cycling team, Thorburn made her worldwide debut at the 2004 Summer Olympics in Athens, where she finished fifteenth in the women's road race (3:25:42), and fourth in the women's time trial (32:14.82), narrowly missing out the Olympic podium by twenty seconds.