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Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department
A continuous demand for assistance and an overcrowded emergency department (ED) require early and safe discharge of low-risk severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected patients. We developed (n = 128) and validated (n = 330) the acute PNeumonia early assessment (aPNea) sco...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837152/ https://www.ncbi.nlm.nih.gov/pubmed/35160331 http://dx.doi.org/10.3390/jcm11030881 |
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author | Venturini, Sergio Pontoni, Elisa Carnelos, Rossella Arcidiacono, Domenico Da Ros, Silvia De Santi, Laura Orso, Daniele Cugini, Francesco Fossati, Sara Callegari, Astrid Mancini, Walter Tonizzo, Maurizio Grembiale, Alessandro Crapis, Massimo Colussi, GianLuca |
author_facet | Venturini, Sergio Pontoni, Elisa Carnelos, Rossella Arcidiacono, Domenico Da Ros, Silvia De Santi, Laura Orso, Daniele Cugini, Francesco Fossati, Sara Callegari, Astrid Mancini, Walter Tonizzo, Maurizio Grembiale, Alessandro Crapis, Massimo Colussi, GianLuca |
author_sort | Venturini, Sergio |
collection | PubMed |
description | A continuous demand for assistance and an overcrowded emergency department (ED) require early and safe discharge of low-risk severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected patients. We developed (n = 128) and validated (n = 330) the acute PNeumonia early assessment (aPNea) score in a tertiary hospital and preliminarily tested the score on an external secondary hospital (n = 97). The score’s performance was compared to that of the National Early Warning Score 2 (NEWS2). The composite outcome of either death or oral intubation within 30 days from admission occurred in 101 and 28 patients in the two hospitals, respectively. The area under the receiver operating characteristic (AUROC) curve of the aPNea model was 0.86 (95% confidence interval (CI), 0.78–0.93) and 0.79 (95% CI, 0.73–0.89) for the development and validation cohorts, respectively. The aPNea score discriminated low-risk patients better than NEWS2 at a 10% outcome probability, corresponding to five cut-off points and one cut-off point, respectively. aPNea’s cut-off reduced the number of unnecessary hospitalizations without missing outcomes by 27% (95% CI, 9–41) in the validation cohort. NEWS2 was not significant. In the external cohort, aPNea’s cut-off had 93% sensitivity (95% CI, 83–102) and a 94% negative predictive value (95% CI, 87–102). In conclusion, the aPNea score appears to be appropriate for discharging low-risk SARS-CoV-2-infected patients from the ED. |
format | Online Article Text |
id | pubmed-8837152 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88371522022-02-12 Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department Venturini, Sergio Pontoni, Elisa Carnelos, Rossella Arcidiacono, Domenico Da Ros, Silvia De Santi, Laura Orso, Daniele Cugini, Francesco Fossati, Sara Callegari, Astrid Mancini, Walter Tonizzo, Maurizio Grembiale, Alessandro Crapis, Massimo Colussi, GianLuca J Clin Med Article A continuous demand for assistance and an overcrowded emergency department (ED) require early and safe discharge of low-risk severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-infected patients. We developed (n = 128) and validated (n = 330) the acute PNeumonia early assessment (aPNea) score in a tertiary hospital and preliminarily tested the score on an external secondary hospital (n = 97). The score’s performance was compared to that of the National Early Warning Score 2 (NEWS2). The composite outcome of either death or oral intubation within 30 days from admission occurred in 101 and 28 patients in the two hospitals, respectively. The area under the receiver operating characteristic (AUROC) curve of the aPNea model was 0.86 (95% confidence interval (CI), 0.78–0.93) and 0.79 (95% CI, 0.73–0.89) for the development and validation cohorts, respectively. The aPNea score discriminated low-risk patients better than NEWS2 at a 10% outcome probability, corresponding to five cut-off points and one cut-off point, respectively. aPNea’s cut-off reduced the number of unnecessary hospitalizations without missing outcomes by 27% (95% CI, 9–41) in the validation cohort. NEWS2 was not significant. In the external cohort, aPNea’s cut-off had 93% sensitivity (95% CI, 83–102) and a 94% negative predictive value (95% CI, 87–102). In conclusion, the aPNea score appears to be appropriate for discharging low-risk SARS-CoV-2-infected patients from the ED. MDPI 2022-02-08 /pmc/articles/PMC8837152/ /pubmed/35160331 http://dx.doi.org/10.3390/jcm11030881 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Venturini, Sergio Pontoni, Elisa Carnelos, Rossella Arcidiacono, Domenico Da Ros, Silvia De Santi, Laura Orso, Daniele Cugini, Francesco Fossati, Sara Callegari, Astrid Mancini, Walter Tonizzo, Maurizio Grembiale, Alessandro Crapis, Massimo Colussi, GianLuca Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department |
title | Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department |
title_full | Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department |
title_fullStr | Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department |
title_full_unstemmed | Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department |
title_short | Development and Validation of the Acute PNeumonia Early Assessment Score for Safely Discharging Low-Risk SARS-CoV-2-Infected Patients from the Emergency Department |
title_sort | development and validation of the acute pneumonia early assessment score for safely discharging low-risk sars-cov-2-infected patients from the emergency department |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837152/ https://www.ncbi.nlm.nih.gov/pubmed/35160331 http://dx.doi.org/10.3390/jcm11030881 |
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