DETROIT—The Knicks' fragile nature this season has taken no one by surprise. The team gambled in the off-season by acquiring a surplus of grayer, more experienced players.

But those personnel decisions have had an unintended side effect: They have placed more of a burden on star forward Carmelo Anthony.

Anthony's health is a concern—specifically,...