The Mortality Index for Neonatal Transportation score: A new mortality prediction model for retrieved neonates

被引:40
作者
Broughton, SJ
Berry, A
Jacobe, S
Cheeseman, P
Tarnow-Mordi, WO
Greenough, A
机构
[1] Kings Coll London, Guys Kings & St Thomas Sch Med, Dept Child Hlth, London WC2R 2LS, England
[2] New S Wales Newborn & Pediat Emergency Transport, Wentworthville, Australia
[3] Univ Sydney, Westmead Hosp, Perinatal Ctr, Sydney, NSW 2006, Australia
关键词
neonatal mortality; retrieval; neonatal transport;
D O I
10.1542/peds.2003-0960-L
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Objective. To develop a mortality prediction score for retrieved neonates based on the information given at the first telephone contact with a retrieval service. Methods. Data from the New South Wales Newborn and Pediatric Emergency Transport Service database were examined. Analysis was performed with the results for 2504 infants ( median gestational age: 36 weeks; range: 24 - 43 weeks) who were < 72 hours of age at the time of referral and whose outcome ( neonatal death or survival) was known. The study population was divided randomly into 2 halves, the derivation and validation cohorts. Univariate analysis was performed to identify variables in the derivation cohort related to neonatal death. The variables were entered into a multivariate logistic regression analysis with neonatal death as the outcome. Receiver operator characteristic (ROC) curves were constructed with the regression model and data from the derivation cohort and then the validation cohort. The results were used to generate an integer-based score, the Mortality Index for Neonatal Transportation ( MINT) score. ROC curves were constructed to assess the ability of the MINT score to predict perinatal and neonatal death. Results. A 7-variable ( Apgar score at 1 minute, birth weight, presence of a congenital anomaly, and infant's age, pH, arterial partial pressure of oxygen, and heart rate at the time of the call) model was constructed that generated areas under ROC curves of 0.82 and 0.83 for the derivation and validation cohorts, respectively. The 7 variables were then used to generate the MINT score, which gave areas under ROC curves of 0.80 for both neonatal and perinatal death. Conclusion. Data collected at the first telephone contact by the referring hospital with a regionalized transport service can identify neonates at the greatest risk of dying.
引用
收藏
页码:E424 / E428
页数:5
相关论文
共 15 条
[1]   The continuing value of the apgar score for the assessment of newborn infants. [J].
Casey, BM ;
McIntire, DD ;
Leveno, KJ .
NEW ENGLAND JOURNAL OF MEDICINE, 2001, 344 (07) :467-471
[2]  
COCKBURN F, 1993, LANCET, V342, P193
[3]   NEONATAL STABILIZATION SCORE - A QUANTITATIVE METHOD OF AUDITING MEDICAL-CARE IN TRANSPORTED NEWBORNS WEIGHING LESS THAN 1,000 G AT BIRTH [J].
FERRARA, A ;
ATAKENT, Y .
MEDICAL CARE, 1986, 24 (02) :179-187
[4]   PREDICTING MORTALITY RISK FOR INFANTS WEIGHING 501 TO 1500 GRAMS AT BIRTH - A NATIONAL INSTITUTES OF HEALTH NEONATAL RESEARCH NETWORK REPORT [J].
HORBAR, JD ;
ONSTAD, L ;
WRIGHT, E ;
YAFFE, SJ ;
CATZ, C ;
WRIGHT, LL ;
MALLOY, MH ;
RHOADES, GG ;
WRIGHT, E ;
GORDON, T ;
ONSTAD, L ;
PHILLIPS, E ;
OH, W ;
CASSADY, G ;
PHILIPS, J ;
LUCEY, JF ;
HORBAR, JD ;
FANAROFF, AA ;
HACK, M ;
TYSON, JE ;
UAUY, R ;
POLAND, R ;
SHANKARAN, S ;
LITTLE, G ;
EDWARDS, W ;
KORONES, SB ;
COOKE, R ;
BAUER, CR ;
BANDSTRA, ES .
CRITICAL CARE MEDICINE, 1993, 21 (01) :12-18
[5]   Goodness-of-fit processes for logistic regression: simulation results [J].
Hosmer, DW ;
Hjort, NL .
STATISTICS IN MEDICINE, 2002, 21 (18) :2723-2738
[6]   Pediatric mortality probability estimated from Pre-ICU severity of illness [J].
Kanter, RK ;
Edge, WE ;
Caldwell, CR ;
Nocera, MA ;
Orr, RA .
PEDIATRICS, 1997, 99 (01) :59-63
[7]   Clinical prediction rules - A review and suggested modifications of methodological standards [J].
Laupacis, A ;
Sekar, N ;
Stiell, IG .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1997, 277 (06) :488-494
[8]   Transport risk index of physiologic stability: A practical system for assessing infant transport care [J].
Lee, SK ;
Zupancic, JAF ;
Pendray, M ;
Thiessen, P ;
Schmidt, B ;
Whyte, R ;
Shorten, D ;
Stewart, S .
JOURNAL OF PEDIATRICS, 2001, 139 (02) :220-226
[9]   MODELING THE SEVERITY OF ILLNESS OF ICU PATIENTS - A SYSTEMS UPDATE [J].
LEMESHOW, S ;
LEGALL, JR .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1994, 272 (13) :1049-1055
[10]   Comparison of mortality risk: A score for very low birthweight infants [J].
Maier, RF ;
Rey, M ;
Metze, BC ;
Obladen, M .
ARCHIVES OF DISEASE IN CHILDHOOD-FETAL AND NEONATAL EDITION, 1997, 76 (03) :F146-F150