Objective: To assess implicit bias by administrating the Modified Finnegan Score (MFS) for quantifying neonatal opioid withdrawal and to evaluate risk of decreased opioid treatment of Black versus White infants.Study Design: Study participants were nurses recruited from a large tertiary care center who received three clinical vignettes portraying withdrawing infants and were randomized to receive an accompanying photo of either a Black or White infant. MFS results were compared for identical vignettes based on race of infant photo.Results: Out of 275 nurses, 70 completed the survey. In vignette 2, nurses aged ≤35 years scored Black infants lower than White infants (MFS=8.3 ± 2 vs. 9.5 ± 1.2, p=0.012). Nurses with <5 years of experience and ≤10 years of experience also scored Black infants lower for the same vignette (8.2 ± 2.3 vs. 9.6 ± 1.2, p=0.032 and 8.3 ± 2 vs. 9.5 ± 1.2, p=0.0083).Conclusion: Implicit bias may contribute to the difference in opioid treatment.