Given Mateo's background as a concrete specialist and his experience with knee pain, the recommendation that his doctor would most likely give him is:
• Use a protective brace when playing sports.
This option addresses the knee pain directly and suggests a way to protect and support his knee during physical activities, which is relevant to his profession and lifestyle.