Cannot Regenerate Last Half-Heart in Health Bar in Survival Mode

In my single-player survival world, I am unable to regenerate the last half-heart in my health bar naturally. Despite having full hunger and no status effects that should prevent health regeneration, the last half-heart remains unfilled.