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...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
BMJ Publishing Group
2022-10-01
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| Series: | BMJ Paediatrics Open |
| Online Access: | https://bmjpaedsopen.bmj.com/content/6/1/e001376.full |
| _version_ | 1797777592198103040 |
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| author | Georg M Schmölzer Charles C Roehr Edgardo Szyld Michael P Anderson Birju A Shah Jorge G Fabres Gary M Weiner |
| author_facet | Georg M Schmölzer Charles C Roehr Edgardo Szyld Michael P Anderson Birju A Shah Jorge G Fabres Gary M Weiner |
| author_sort | Georg M Schmölzer |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-12T23:06:07Z |
| format | Article |
| id | doaj.art-dafe510c127240119878abaf3a99ebb0 |
| institution | Directory Open Access Journal |
| issn | 2399-9772 |
| language | English |
| last_indexed | 2024-03-12T23:06:07Z |
| publishDate | 2022-10-01 |
| publisher | BMJ Publishing Group |
| record_format | Article |
| series | BMJ Paediatrics Open |
| spelling | doaj.art-dafe510c127240119878abaf3a99ebb02023-07-18T20:00:06ZengBMJ Publishing GroupBMJ Paediatrics Open2399-97722022-10-016110.1136/bmjpo-2021-001376Risk calculator for advanced neonatal resuscitationGeorg M Schmölzer0Charles C Roehr1Edgardo Szyld2Michael P Anderson3Birju A Shah4Jorge G Fabres5Gary M Weiner64 Department of Pediatrics, University of Alberta, Edmonton, Alberta, CanadaSHO in Paediatrics, John Radcliffe Hospital, Oxford, UK2Fundación para la Salud Materno Infantil (FUNDASAMIN), Buenos Aires, ArgentinaBiostatistics and Epidemiology, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USAPediatrics, The University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USANeonatology, Pontificia Universidad Catolica De Chile School of Medicine, Santiago, ChileNeonatology, C S Mott Children`s Hospital, Ann Arbor, Michigan, USAIn 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.https://bmjpaedsopen.bmj.com/content/6/1/e001376.full |
| spellingShingle | Georg M Schmölzer Charles C Roehr Edgardo Szyld Michael P Anderson Birju A Shah Jorge G Fabres Gary M Weiner Risk calculator for advanced neonatal resuscitation BMJ Paediatrics Open |
| 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 |
| url | https://bmjpaedsopen.bmj.com/content/6/1/e001376.full |
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