Abstract
Objectives To evaluate the diagnostic accuracy of a multivariable prediction model, the Shoulder
Screen (Perigen, Inc.), and compare it with the American College of Obstetricians
and Gynecologists (ACOG) guidelines to prevent harm from shoulder dystocia.
Study Design The model was applied to two groups of 199 patients each who delivered during a 4-year
period. One group experienced shoulder dystocia and the other group delivered without
shoulder dystocia. The model's accuracy was analyzed. The performance of the model
was compared with the ACOG guideline.
Results The sensitivity, specificity, positive, and negative predictive values of the model
were 23.1, 99.5, 97.9, and 56.4%, respectively. The sensitivity of the ACOG guideline
was 10.1%. The false-positive rate of the model was 0.5%. The accuracy of the model
was 61.3%.
Conclusion A multivariable prediction model can predict shoulder dystocia and is more accurate
than ACOG guidelines.
Keywords
shoulder dystocia - brachial plexus injury - prediction - medicolegal