It's anecdotal, but if you follow https://www.reddit.com/r/COVID19positive/ there are tons of similar anecdotes. In a large enough number anecdotes make a statistic.

Also, I claim that there was not even time to test the reliability of the serological tests an actual patients. So, anecdotes may be all data we have.