Comparing Shields’ 2018 Category II electronic fetal monitoring (EFM) algorithm to actual management when umbilical cord arterial pH was less than 7

Background: We previously compared Clark’s EFM Category II algorithm (AJOG 2013) to EFM interpretation and actual management of deliveries with an umbilical cord pH less than 7 and found that while 47 percent of deliveries were expedited in actual management, only 30 percent would have been expedited by the Clark algorithm. We proposed to similarly study the Shields Category II algorithm. Objective: The study aimed to evaluate how the Shields Category II Algorithm compared with actual labor management practices, and determining whether the algorithm could be a useful tool for guiding labor management. Methods: IRB approval was obtained. A retrospective cohort study was performed on deliveries with umbilical cord arterial pH < 7. Two groups were identified in actual management: 1. expedited delivery (urgent/emergent operative vaginal delivery or cesarean section) and 2 non-expedited delivery. We then reviewed all fetal heart tracings (FHTs) to determine if the Shields algorithm would have recommended expedited delivery or not. Data was analyzed using Chi-squared test for independence and Fisher’s Exact Test. Results: 47 percent were actually delivered in expedited fashion. The Shields algorithm recommended expedited delivery in 60 percent. Of actually expedited deliveries, the algorithm agreed with expediting delivery 92 percent of the time, 57 percent of which would have been delivered even earlier. Of actually non-expedited deliveries, the algorithm would have expedited 25 percent of those. Conclusions: The Shields 2018 Category II FHT algorithm had a higher sensitivity for predicting severe fetal acidemia (umbilical cord arterial pH less than 7) and recommending expedited delivery. Although only 60 percent of deliveries would have had expedited delivery recommended based on the Shields algorithm, only 47 percent were delivered in expedited fashion in actual management.

Authors

Institutions

Publication Details

Journal
North American Proceedings in Gynecology and Obstetrics - Supplemental
Published
2025-05-08
DOI
https://doi.org/10.54053/001c.138071
Primary Topic
Neonatal and fetal brain pathology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comparing Shields’ 2018 Category II electronic fetal monitoring (EFM) algorithm to actual management when umbilical cord arterial pH was less than 7

Lisa A. Miller, Katelyn Brendel, Jay Goldberg, Daniella Silvino
North American Proceedings in Gynecology and Obstetrics - Supplemental
Neonatal and fetal brain pathology
article

Comparing Shields’ 2018 Category II electronic fetal monitoring (EFM) algorithm to actual management when umbilical cord arterial pH was less than 7

Lisa A. Miller, Katelyn Brendel, Jay Goldberg, Daniella Silvino
article en

Abstract

Background: We previously compared Clark’s EFM Category II algorithm (AJOG 2013) to EFM interpretation and actual management of deliveries with an umbilical cord pH less than 7 and found that while 47 percent of deliveries were expedited in actual management, only 30 percent would have been expedited by the Clark algorithm. We proposed to similarly study the Shields Category II algorithm. Objective: The study aimed to evaluate how the Shields Category II Algorithm compared with actual labor management practices, and determining whether the algorithm could be a useful tool for guiding labor management. Methods: IRB approval was obtained. A retrospective cohort study was performed on deliveries with umbilical cord arterial pH < 7. Two groups were identified in actual management: 1. expedited delivery (urgent/emergent operative vaginal delivery or cesarean section) and 2 non-expedited delivery. We then reviewed all fetal heart tracings (FHTs) to determine if the Shields algorithm would have recommended expedited delivery or not. Data was analyzed using Chi-squared test for independence and Fisher’s Exact Test. Results: 47 percent were actually delivered in expedited fashion. The Shields algorithm recommended expedited delivery in 60 percent. Of actually expedited deliveries, the algorithm agreed with expediting delivery 92 percent of the time, 57 percent of which would have been delivered even earlier. Of actually non-expedited deliveries, the algorithm would have expedited 25 percent of those. Conclusions: The Shields 2018 Category II FHT algorithm had a higher sensitivity for predicting severe fetal acidemia (umbilical cord arterial pH less than 7) and recommending expedited delivery. Although only 60 percent of deliveries would have had expedited delivery recommended based on the Shields algorithm, only 47 percent were delivered in expedited fashion in actual management.

North American Proceedings in Gynecology and Obstetrics - Supplemental
Jefferson Hospital (US)
Openalex Percentile: Top 86%
Neonatal and fetal brain pathology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.