There are no obvious reasons why antibiotic use should be higher in the Australian community setting; therefore, it is likely that some antibiotic use may be unnecessary.

In partnership with an Aboriginal and Torres Strait Islander community-controlled health service, this study explored the use of a machine learning tool to identify high-needs patients.