Regarding these self-report services, it seems that an overwhelming majority of (self) reported side-effects are due to nocebo responses[1].
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle...
[2] https://arstechnica.com/science/2022/01/up-to-76-of-covid-va...