If all else fails, get a bottle of spirits of salts from a DIY store. Use extreme care - it's concentrated acid. Use a brush to pump most of the water out of the toilet and then, with great care and using rubber gloves and if possible eye protection, pour the s of s round the bowl. Leave a few minutes then flush. Be careful not to inhale the fumes. Keep children away.
It'll get anything off a toilet bowl.