Predictive score for clinical complications during intra-hospital transports of infants treated in a neonatal unit
Main Author: | |
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Publication Date: | 2011 |
Other Authors: | , , , , |
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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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 |
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info:eu-repo/semantics/publishedVersion |
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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 |
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1807-5932 |
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S1807-59322011000400009.pdf |
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S1807-59322011000400009 |
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10.1590/S1807-59322011000400009 |
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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 |
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http://repositorio.unifesp.br/handle/11600/6258 http://dx.doi.org/10.1590/S1807-59322011000400009 |
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Faculdade de Medicina / USP |
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Faculdade de Medicina / USP |
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