I realized that nowadays installing a certificate and trusting it requires an additional step in iOS. After following the instructions from the booklet for installation of the certificate I had to go to Settings/General/About/Certificate Trust Settings and enable full trust for root certificates for my CA cert. You may want to update the booklet accordingly.
https://owntracks.org/booklet/features/tls/
owntracks/ios#612