Risk calculator for advanced neonatal resuscitation

In order to predict which newborns will require advanced resuscitation (ANR), we developed an ANR risk calculator (calculator.) using a bootstrap sample size of 52 973 from a case–control study of newborns ≥34 weeks gestation. Multivariable logistic regression coefficients were obtained for the 10 o...

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Detalles Bibliográficos
Autores principales: Szyld, Edgardo, Anderson, Michael P, Shah, Birju A, Roehr, Charles C, Schmölzer, Georg M, Fabres, Jorge G, Weiner, Gary M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Original Research Letter
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966524/
https://www.ncbi.nlm.nih.gov/pubmed/36053630
http://dx.doi.org/10.1136/bmjpo-2021-001376
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author Szyld, Edgardo
Anderson, Michael P
Shah, Birju A
Roehr, Charles C
Schmölzer, Georg M
Fabres, Jorge G
Weiner, Gary M
author_facet Szyld, Edgardo
Anderson, Michael P
Shah, Birju A
Roehr, Charles C
Schmölzer, Georg M
Fabres, Jorge G
Weiner, Gary M
author_sort Szyld, Edgardo
collection PubMed
description In order to predict which newborns will require advanced resuscitation (ANR), we developed an ANR risk calculator (calculator.) using a bootstrap sample size of 52 973 from a case–control study of newborns ≥34 weeks gestation. Multivariable logistic regression coefficients were obtained for the 10 original risk factors and two interaction terms. The area under the receiving-operating characteristic curve predicting ANR was 0.9243. ANR prediction is improved by accounting for perinatal variables, beyond factors known prenatally. Prospective validation of this model is warranted in a clinical setting.
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spelling pubmed-89665242022-04-19 Risk calculator for advanced neonatal resuscitation Szyld, Edgardo Anderson, Michael P Shah, Birju A Roehr, Charles C Schmölzer, Georg M Fabres, Jorge G Weiner, Gary M BMJ Paediatr Open Original Research Letter In order to predict which newborns will require advanced resuscitation (ANR), we developed an ANR risk calculator (calculator.) using a bootstrap sample size of 52 973 from a case–control study of newborns ≥34 weeks gestation. Multivariable logistic regression coefficients were obtained for the 10 original risk factors and two interaction terms. The area under the receiving-operating characteristic curve predicting ANR was 0.9243. ANR prediction is improved by accounting for perinatal variables, beyond factors known prenatally. Prospective validation of this model is warranted in a clinical setting. BMJ Publishing Group 2022-03-29 /pmc/articles/PMC8966524/ /pubmed/36053630 http://dx.doi.org/10.1136/bmjpo-2021-001376 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Original Research Letter
Szyld, Edgardo
Anderson, Michael P
Shah, Birju A
Roehr, Charles C
Schmölzer, Georg M
Fabres, Jorge G
Weiner, Gary M
Risk calculator for advanced neonatal resuscitation
title Risk calculator for advanced neonatal resuscitation
title_full Risk calculator for advanced neonatal resuscitation
title_fullStr Risk calculator for advanced neonatal resuscitation
title_full_unstemmed Risk calculator for advanced neonatal resuscitation
title_short Risk calculator for advanced neonatal resuscitation
title_sort risk calculator for advanced neonatal resuscitation
topic Original Research Letter
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966524/
https://www.ncbi.nlm.nih.gov/pubmed/36053630
http://dx.doi.org/10.1136/bmjpo-2021-001376
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