@article {Szylde001376, author = {Edgardo Szyld and Michael P Anderson and Birju A Shah and Charles C Roehr and Georg M Schm{\"o}lzer and Jorge G Fabres and Gary M Weiner}, title = {Risk calculator for advanced neonatal resuscitation}, volume = {6}, number = {1}, elocation-id = {e001376}, year = {2022}, doi = {10.1136/bmjpo-2021-001376}, publisher = {BMJ Specialist Journals}, abstract = {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{\textendash}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.}, URL = {https://bmjpaedsopen.bmj.com/content/6/1/e001376}, eprint = {https://bmjpaedsopen.bmj.com/content/6/1/e001376.full.pdf}, journal = {BMJ Paediatrics Open} }