Your question is Fixed vs Random Effects. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Can you explain the difference between fixed-effects and random-effects models in the context of clinical trial data?