e23059 Background: Febrile neutropenia (FN) is a life-threatening complication in patients receiving cytotoxic chemotherapy. Guidelines classify FN as a one-time oral temperature of greater than 38.3°C or sustained temperature greater than 38°C for ≥ 1 hour with an absolute neutrophil count (ANC) of less than 500 cells/μL or an ANC expected to decrease to less than 500 cells/μL within a 48-hour period. This condition has a high rate of hospitalization and mortality. Currently, the Multinational Association of Supportive Care in Cancer (MASCC) risk score is used to classify patients as high or low risk. The current study outlines the predictive role of MASCC scoring in risk stratifying patients with FN at our institution. Methods: This is a single-center, retrospective observational study. IRB approval was obtained for this study. Electronic medical record data was reviewed to record mortality, length of stay (LOS), and antimicrobial use as primary outcomes with age at time of admission, sex, race, type of malignancy, any confirmed infection diagnosis, MASCC risk score, and subspecialist consultation as predictors of outcomes. Results: 220 records of possible FN episodes were screened, 160 were excluded leaving a total of 60 patients for review. The median age was 72.5 with 28 males and 32 females. Overall mortality rate was 10%.33 patients (55%) did not have an identifiable source of infection. Among the 27 patients with confirmed infection, 7 were associated with COVID-19, 12 had gram negative rod (GNR) sepsis and 8 were other bacterial infections. Patients with GNR sepsis had the highest mortality risk in which 4 of the 12 (33%) died. LOS was also significantly longer in patients with GNR sepsis. Lower MASCC scores were associated with identification of GNR sepsis. Of the patients with MASCC score of < 24, significantly more patients 7/20 (35%) developed GNR sepsis compared to 5/40 (12.5%) of those with MASCC score of 24 or greater (p = .004). Patients with GNR sepsis received a mean 5.7 days of broad spectrum antibiotics compared to 3 days in those without, (p < 0.001). Those with no identified infection had significantly lower LOS (4.5 days) compared to the groups with GNR sepsis (11.1 days) or other bacterial infections (10.1 days). Conclusions: Febrile neutropenia is a complication of cytotoxic chemotherapy that warrants special attention due to high mortality rates. We found lower MASCC scores were associated with GNR sepsis and that in the setting of FN these patients had higher mortality rates and longer LOS. This highlights the importance of risk stratification with MASCC index scoring as early recognition and treatment of high risk patients could lead to improved patient outcomes.