Description

Meister et al developed several models for predicting risk of perineal complications for women having a vaginal delivery. These models can help to identify a patient at increased risk for a laceration or anal sphincter injury. The authors are from Washington University in St. Louis.


Patient selection: woman delivering vaginally, nulliparous

 

Outcomes: anal sphincter injury

 

Parameters:

(1) race

(2) operative assistance to vaginal delivery

(3) fetal body weight in grams

(4) duration of pushing in minutes

(5) tobacco use

(6) maternal age

 

Parameter

Finding

Points

race

African American

-0.59

 

other

0

operative delivery

yes

1.14

 

no

0

fetal weight

< 3,500 g

0

 

>= 3,500 g

0.19

duration of pushing

<= 60 minutes

0

 

> 60 minutes

0.53

tobacco use

no

0

 

yes

-1.13

age of the mother

 

0.04 * (age))

 

value of X =

= SUM(points for all 6 parameters) - 0.23

 

probability of anal sphincter injury =

= 1 / (1 + EXP((-1) * X))

 

Performance:

• The area under the ROC curve for anal sphincter injury is 0.77.


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