Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit

Bibliographic Details
Main Author: Vieira, Anna Luiza Pires [UNIFESP]
Publication Date: 2011
Other Authors: Dos Santos, Amelia Miyashiro [UNIFESP], Okuyama, Mariana Kobayashi [UNIFESP], Miyoshi, Milton Harumi [UNIFESP], Almeida, Maria Fernanda Branco de [UNIFESP], Guinsburg, Ruth [UNIFESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNIFESP
Download full: http://repositorio.unifesp.br/handle/11600/6258
http://dx.doi.org/10.1590/S1807-59322011000400009
Summary: OBJECTIVE: To develop and validate a predictive score for clinical complications during intra-hospital transport of infants treated in neonatal units. METHODS: This was a cross-sectional study nested in a prospective cohort of infants transported within a public university hospital from January 2001 to December 2008. Transports during even (n=301) and odd (n = 394) years were compared to develop and validate a predictive score. The points attributed to each score variable were derived from multiple logistic regression analysis. The predictive performance and the score calibration were analyzed by a receiver operating characteristic (ROC) curve and Hosmer-Lemeshow test, respectively. RESULTS: Infants with a mean gestational age of 35 + 4 weeks and a birth weight of 2457 + 841 g were studied. In the derivation cohort, clinical complications occurred in 74 (24.6%) transports. Logistic regression analysis identified five variables associated with these complications and assigned corresponding point values: gestation at birth [<28 weeks (6 pts); 28-34 weeks (3 pts); >34 weeks (2 pts)]; pre-transport temperature [<36.3°Cor >37°C(3pts); 36.3-37.0°C (2 pts)]; underlying pathological condition [CNS malformation (4 pts); other (2 pts)]; transport destination [surgery (5 pts); magnetic resonance or computed tomography imaging (3 pts); other (2 pts)]; and pre-transport respiratory support [mechanical ventilation (8 pts); supplemental oxygen (7 pts); no oxygen (2 pts)]. For the derivation and validation cohorts, the areas under the ROC curve were 0.770 and 0.712, respectively. Expected and observed frequencies of complications were similar between the two cohorts. CONCLUSION: The predictive score developed and validated in this study presented adequate discriminative power and calibration. This score can help identify infants at risk of clinical complications during intra-hospital transports.
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spelling Vieira, Anna Luiza Pires [UNIFESP]Dos Santos, Amelia Miyashiro [UNIFESP]Okuyama, Mariana Kobayashi [UNIFESP]Miyoshi, Milton Harumi [UNIFESP]Almeida, Maria Fernanda Branco de [UNIFESP]Guinsburg, Ruth [UNIFESP]Universidade Federal de São Paulo (UNIFESP)2015-06-14T13:42:52Z2015-06-14T13:42:52Z2011-01-01Clinics. Faculdade de Medicina / USP, v. 66, n. 4, p. 573-577, 2011.1807-5932http://repositorio.unifesp.br/handle/11600/6258http://dx.doi.org/10.1590/S1807-59322011000400009S1807-59322011000400009.pdfS1807-5932201100040000910.1590/S1807-59322011000400009WOS:000291312100009OBJECTIVE: To develop and validate a predictive score for clinical complications during intra-hospital transport of infants treated in neonatal units. METHODS: This was a cross-sectional study nested in a prospective cohort of infants transported within a public university hospital from January 2001 to December 2008. Transports during even (n=301) and odd (n = 394) years were compared to develop and validate a predictive score. The points attributed to each score variable were derived from multiple logistic regression analysis. The predictive performance and the score calibration were analyzed by a receiver operating characteristic (ROC) curve and Hosmer-Lemeshow test, respectively. RESULTS: Infants with a mean gestational age of 35 + 4 weeks and a birth weight of 2457 + 841 g were studied. In the derivation cohort, clinical complications occurred in 74 (24.6%) transports. Logistic regression analysis identified five variables associated with these complications and assigned corresponding point values: gestation at birth [<28 weeks (6 pts); 28-34 weeks (3 pts); >34 weeks (2 pts)]; pre-transport temperature [<36.3°Cor >37°C(3pts); 36.3-37.0°C (2 pts)]; underlying pathological condition [CNS malformation (4 pts); other (2 pts)]; transport destination [surgery (5 pts); magnetic resonance or computed tomography imaging (3 pts); other (2 pts)]; and pre-transport respiratory support [mechanical ventilation (8 pts); supplemental oxygen (7 pts); no oxygen (2 pts)]. For the derivation and validation cohorts, the areas under the ROC curve were 0.770 and 0.712, respectively. Expected and observed frequencies of complications were similar between the two cohorts. CONCLUSION: The predictive score developed and validated in this study presented adequate discriminative power and calibration. This score can help identify infants at risk of clinical complications during intra-hospital transports.Federal University of São Paulo Neonatal Division of Medicine Department of PediatricsUNIFESP, Neonatal Division of Medicine Department of PediatricsSciELO573-577engFaculdade de Medicina / USPClinicsRisk indextransportation of patientsinfant newbornneonatal intensive care unitsrisk factorsPredictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unitinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESPORIGINALS1807-59322011000400009.pdfapplication/pdf116989${dspace.ui.url}/bitstream/11600/6258/1/S1807-59322011000400009.pdff9dfdbff23148519e317c2a1df832b13MD51open accessTEXTS1807-59322011000400009.pdf.txtS1807-59322011000400009.pdf.txtExtracted texttext/plain25789${dspace.ui.url}/bitstream/11600/6258/21/S1807-59322011000400009.pdf.txtd3c5c2b621963659a00a72ace8439102MD521open accessTHUMBNAILS1807-59322011000400009.pdf.jpgS1807-59322011000400009.pdf.jpgIM Thumbnailimage/jpeg6940${dspace.ui.url}/bitstream/11600/6258/23/S1807-59322011000400009.pdf.jpg217062d070a120e427ea09f4bd230de3MD523open access11600/62582023-06-05 20:23:23.136open accessoai:repositorio.unifesp.br:11600/6258Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestopendoar:34652023-06-05T23:23:23Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.en.fl_str_mv Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
title Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
spellingShingle Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
Vieira, Anna Luiza Pires [UNIFESP]
Risk index
transportation of patients
infant newborn
neonatal intensive care units
risk factors
title_short Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
title_full Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
title_fullStr Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
title_full_unstemmed Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
title_sort Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
author Vieira, Anna Luiza Pires [UNIFESP]
author_facet Vieira, Anna Luiza Pires [UNIFESP]
Dos Santos, Amelia Miyashiro [UNIFESP]
Okuyama, Mariana Kobayashi [UNIFESP]
Miyoshi, Milton Harumi [UNIFESP]
Almeida, Maria Fernanda Branco de [UNIFESP]
Guinsburg, Ruth [UNIFESP]
author_role author
author2 Dos Santos, Amelia Miyashiro [UNIFESP]
Okuyama, Mariana Kobayashi [UNIFESP]
Miyoshi, Milton Harumi [UNIFESP]
Almeida, Maria Fernanda Branco de [UNIFESP]
Guinsburg, Ruth [UNIFESP]
author2_role author
author
author
author
author
dc.contributor.institution.none.fl_str_mv Universidade Federal de São Paulo (UNIFESP)
dc.contributor.author.fl_str_mv Vieira, Anna Luiza Pires [UNIFESP]
Dos Santos, Amelia Miyashiro [UNIFESP]
Okuyama, Mariana Kobayashi [UNIFESP]
Miyoshi, Milton Harumi [UNIFESP]
Almeida, Maria Fernanda Branco de [UNIFESP]
Guinsburg, Ruth [UNIFESP]
dc.subject.eng.fl_str_mv Risk index
transportation of patients
infant newborn
neonatal intensive care units
risk factors
topic Risk index
transportation of patients
infant newborn
neonatal intensive care units
risk factors
description OBJECTIVE: To develop and validate a predictive score for clinical complications during intra-hospital transport of infants treated in neonatal units. METHODS: This was a cross-sectional study nested in a prospective cohort of infants transported within a public university hospital from January 2001 to December 2008. Transports during even (n=301) and odd (n = 394) years were compared to develop and validate a predictive score. The points attributed to each score variable were derived from multiple logistic regression analysis. The predictive performance and the score calibration were analyzed by a receiver operating characteristic (ROC) curve and Hosmer-Lemeshow test, respectively. RESULTS: Infants with a mean gestational age of 35 + 4 weeks and a birth weight of 2457 + 841 g were studied. In the derivation cohort, clinical complications occurred in 74 (24.6%) transports. Logistic regression analysis identified five variables associated with these complications and assigned corresponding point values: gestation at birth [<28 weeks (6 pts); 28-34 weeks (3 pts); >34 weeks (2 pts)]; pre-transport temperature [<36.3°Cor >37°C(3pts); 36.3-37.0°C (2 pts)]; underlying pathological condition [CNS malformation (4 pts); other (2 pts)]; transport destination [surgery (5 pts); magnetic resonance or computed tomography imaging (3 pts); other (2 pts)]; and pre-transport respiratory support [mechanical ventilation (8 pts); supplemental oxygen (7 pts); no oxygen (2 pts)]. For the derivation and validation cohorts, the areas under the ROC curve were 0.770 and 0.712, respectively. Expected and observed frequencies of complications were similar between the two cohorts. CONCLUSION: The predictive score developed and validated in this study presented adequate discriminative power and calibration. This score can help identify infants at risk of clinical complications during intra-hospital transports.
publishDate 2011
dc.date.issued.fl_str_mv 2011-01-01
dc.date.accessioned.fl_str_mv 2015-06-14T13:42:52Z
dc.date.available.fl_str_mv 2015-06-14T13:42:52Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.citation.fl_str_mv Clinics. Faculdade de Medicina / USP, v. 66, n. 4, p. 573-577, 2011.
dc.identifier.uri.fl_str_mv http://repositorio.unifesp.br/handle/11600/6258
http://dx.doi.org/10.1590/S1807-59322011000400009
dc.identifier.issn.none.fl_str_mv 1807-5932
dc.identifier.file.none.fl_str_mv S1807-59322011000400009.pdf
dc.identifier.scielo.none.fl_str_mv S1807-59322011000400009
dc.identifier.doi.none.fl_str_mv 10.1590/S1807-59322011000400009
dc.identifier.wos.none.fl_str_mv WOS:000291312100009
identifier_str_mv Clinics. Faculdade de Medicina / USP, v. 66, n. 4, p. 573-577, 2011.
1807-5932
S1807-59322011000400009.pdf
S1807-59322011000400009
10.1590/S1807-59322011000400009
WOS:000291312100009
url http://repositorio.unifesp.br/handle/11600/6258
http://dx.doi.org/10.1590/S1807-59322011000400009
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dc.publisher.none.fl_str_mv Faculdade de Medicina / USP
publisher.none.fl_str_mv Faculdade de Medicina / USP
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