I was on my fourth and final lap around the track during the mile run for my fifth-grade Presidential Fitness Test when it happened. My stomach gurgled, I stopped abruptly, and I bent over and heaved.

What’s an acceptable baseline of fitness? According to the most adventurous American president in U.S. history, it was an ultra endurance trek. More than a century ago, Theodore Roosevelt decided that ...