Resistance & efficacy skill

Resistance evidence, not treatment automation

Assay context is kept separate from operational recommendations and requires specialist interpretation.

Synthetic assay mortality

82%

Permethrin (synthetic demo)

Confidence

HIGH

85% under confidence-demo-v1

Decision status

Context only

Human specialist required

Interpretation boundary

Treat this as planning context only and request specialist review before any control decision.

82% mortality in a synthetic assay fixture.
Culex quinquefasciatus, adult stage, 100 test specimens and 25 controls at a 24-hour endpoint.
Pyrethroid (synthetic context); 0.75 percent diagnostic concentration; protocol synthetic-bottle-assay-v1.
under review; 0 comparable assay and 0 linked verified-intervention outcome fixtures are available.

This MVP cannot select a chemical, treatment rate, or treatment schedule.