I just had the thought that Adventure Travel Insurance might be a prudent thing to consider. A quick google reveals a number of providers.
Has anyone used and claimed on this type of insurance? I'm particularly interested if there have been claims for self-guided activities and what the result was ... e.g. injury (e.g. broken ankle) on a multi-day bushwalk.