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If anyone comes across this in the future, I eventually managed to get the behavior I need using the following steps:
- Copy over the implementation of tooltips display from the ChartJS source.
- Modify the HTML injected in this code to recreate the behavior you require.
- Overwrite the ChartJS source for this function with your modified function.
Source:stackexchange.com