Can community health worker treatment patterns be mapped to predict where resistance will emerge next?

Sub-optimal dosing and incomplete treatment courses may drive resistance. It remains open whether dispensing patterns can predict future hotspots before clinical failure is observed.

Acceptance test: A prospectively validated model showing that treatment-pattern signals improve hotspot prediction beyond genomic and clinical surveillance alone.