Though heavily favored, Native Dancer lost the 1950 Kentucky Derby (and the Triple Crown) by a head when jockey Eric Guerin choked. Guerin, a critic later remarked, had taken Native Dancer "everywhere on the track except the ladies' room."
Sources
Stuff, May 2001