The interesting thing about placebos is that they work even if you tell the person it's a placebo. OTOH they work better for some things than for others. I doubt a placebo will stop Covid but certainly could cause a vaccine reaction. When they report out side effects of drugs they report the side effects in the drug group and controls and note which side effects are statistically more common in the drug group and which are similar in both groups.