Preoperative risk stratification of high-grade UTUC can delineate neoadjuvant chemotherapy use.
Elevated alkaline phosphatase (ALP) and low albumin levels best correlate with poor prognosis.
A preoperative prognostic model is improved with addition of a combined ALP and albumin score.