“…1,9,11 Appreciating the importance of patient selection in ensuring optimal outcomes, a number of studies have attempted to define factors that help identify patients at an elevated risk of mortality in the peri-operative period. 3,5,8,10,[12][13][14] Several authors have proposed scoring systems for the treatment of spinal metastases, 5,8,12,13,15,16 although these often are more appropriately utilized for surgical planning than prognosticating outcome. Most of the available predictive tools 8,12,15,16 have not been validated in independent patient samples and several, including the widely utilized scales by Tokuhashi et al 16 and Tomita et al 15 , were developed before the era of modern spine surgical instrumentation and radiotherapy techniques and were based on small cohorts of patients treated at single centers with limited capacity for generalization.…”