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Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study

BACKGROUND: Ambulance services need to identify and prioritise patients with sepsis for early hospital assessment. We aimed to determine the accuracy of early warning scores alongside paramedic diagnostic impression to identify sepsis that required urgent treatment. METHODS: We undertook a retrospec...

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Autores principales: Goodacre, Steve, Sutton, Laura, Thomas, Ben, Hawksworth, Olivia, Iftikhar, Khurram, Croft, Susan, Fuller, Gordon, Waterhouse, Simon, Hind, Daniel, Bradburn, Mike, Smyth, Michael Anthony, Perkins, Gavin D, Millins, Mark, Rosser, Andy, Dickson, Jon M, Wilson, Matthew Joseph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646863/
https://www.ncbi.nlm.nih.gov/pubmed/37673643
http://dx.doi.org/10.1136/emermed-2023-213315
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author Goodacre, Steve
Sutton, Laura
Thomas, Ben
Hawksworth, Olivia
Iftikhar, Khurram
Croft, Susan
Fuller, Gordon
Waterhouse, Simon
Hind, Daniel
Bradburn, Mike
Smyth, Michael Anthony
Perkins, Gavin D
Millins, Mark
Rosser, Andy
Dickson, Jon M
Wilson, Matthew Joseph
author_facet Goodacre, Steve
Sutton, Laura
Thomas, Ben
Hawksworth, Olivia
Iftikhar, Khurram
Croft, Susan
Fuller, Gordon
Waterhouse, Simon
Hind, Daniel
Bradburn, Mike
Smyth, Michael Anthony
Perkins, Gavin D
Millins, Mark
Rosser, Andy
Dickson, Jon M
Wilson, Matthew Joseph
author_sort Goodacre, Steve
collection PubMed
description BACKGROUND: Ambulance services need to identify and prioritise patients with sepsis for early hospital assessment. We aimed to determine the accuracy of early warning scores alongside paramedic diagnostic impression to identify sepsis that required urgent treatment. METHODS: We undertook a retrospective diagnostic cohort study involving adult emergency medical cases transported to Sheffield Teaching Hospitals ED by Yorkshire Ambulance Service in 2019. We used routine ambulance service data to calculate 21 early warning scores and categorise paramedic diagnostic impressions as sepsis, infection, non-specific presentation or other presentation. We linked cases to hospital records and identified those meeting the sepsis-3 definition who received urgent hospital treatment for sepsis (reference standard). Analysis determined the accuracy of strategies that combined early warning scores at varying thresholds for positivity with paramedic diagnostic impression. RESULTS: We linked 12 870/24 955 (51.6%) cases and identified 348/12 870 (2.7%) with a positive reference standard. None of the strategies provided sensitivity greater than 0.80 with positive predictive value greater than 0.15. The area under the receiver operating characteristic curve for the National Early Warning Score, version 2 (NEWS2) applied to patients with a diagnostic impression of sepsis or infection was 0.756 (95% CI 0.729, 0.783). No other early warning score provided clearly superior accuracy to NEWS2. Paramedic impression of sepsis or infection had sensitivity of 0.572 (0.519, 0.623) and positive predictive value of 0.156 (0.137, 0.176). NEWS2 thresholds of >4, >6 and >8 applied to patients with a diagnostic impression of sepsis or infection, respectively, provided sensitivities and positive predictive values of 0.522 (0.469, 0.574) and 0.216 (0.189, 0.245), 0.447 (0.395, 0.499) and 0.274 (0.239, 0.313), and 0.314 (0.268, 0.365) and 0.333 (0.284, 0.386). CONCLUSION: No strategy is ideal but using NEWS2 alongside paramedic diagnostic impression of infection or sepsis could identify one-third to half of sepsis cases without prioritising unmanageable numbers. No other score provided clearly superior accuracy to NEWS2. TRIAL REGISTRATION NUMBER: researchregistry5268, https://www.researchregistry.com/browse-the-registry%23home/registrationdetails/5de7bbd97ca5b50015041c33/
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spelling pubmed-106468632023-11-15 Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study Goodacre, Steve Sutton, Laura Thomas, Ben Hawksworth, Olivia Iftikhar, Khurram Croft, Susan Fuller, Gordon Waterhouse, Simon Hind, Daniel Bradburn, Mike Smyth, Michael Anthony Perkins, Gavin D Millins, Mark Rosser, Andy Dickson, Jon M Wilson, Matthew Joseph Emerg Med J Original Research BACKGROUND: Ambulance services need to identify and prioritise patients with sepsis for early hospital assessment. We aimed to determine the accuracy of early warning scores alongside paramedic diagnostic impression to identify sepsis that required urgent treatment. METHODS: We undertook a retrospective diagnostic cohort study involving adult emergency medical cases transported to Sheffield Teaching Hospitals ED by Yorkshire Ambulance Service in 2019. We used routine ambulance service data to calculate 21 early warning scores and categorise paramedic diagnostic impressions as sepsis, infection, non-specific presentation or other presentation. We linked cases to hospital records and identified those meeting the sepsis-3 definition who received urgent hospital treatment for sepsis (reference standard). Analysis determined the accuracy of strategies that combined early warning scores at varying thresholds for positivity with paramedic diagnostic impression. RESULTS: We linked 12 870/24 955 (51.6%) cases and identified 348/12 870 (2.7%) with a positive reference standard. None of the strategies provided sensitivity greater than 0.80 with positive predictive value greater than 0.15. The area under the receiver operating characteristic curve for the National Early Warning Score, version 2 (NEWS2) applied to patients with a diagnostic impression of sepsis or infection was 0.756 (95% CI 0.729, 0.783). No other early warning score provided clearly superior accuracy to NEWS2. Paramedic impression of sepsis or infection had sensitivity of 0.572 (0.519, 0.623) and positive predictive value of 0.156 (0.137, 0.176). NEWS2 thresholds of >4, >6 and >8 applied to patients with a diagnostic impression of sepsis or infection, respectively, provided sensitivities and positive predictive values of 0.522 (0.469, 0.574) and 0.216 (0.189, 0.245), 0.447 (0.395, 0.499) and 0.274 (0.239, 0.313), and 0.314 (0.268, 0.365) and 0.333 (0.284, 0.386). CONCLUSION: No strategy is ideal but using NEWS2 alongside paramedic diagnostic impression of infection or sepsis could identify one-third to half of sepsis cases without prioritising unmanageable numbers. No other score provided clearly superior accuracy to NEWS2. TRIAL REGISTRATION NUMBER: researchregistry5268, https://www.researchregistry.com/browse-the-registry%23home/registrationdetails/5de7bbd97ca5b50015041c33/ BMJ Publishing Group 2023-11 2023-09-06 /pmc/articles/PMC10646863/ /pubmed/37673643 http://dx.doi.org/10.1136/emermed-2023-213315 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.
spellingShingle Original Research
Goodacre, Steve
Sutton, Laura
Thomas, Ben
Hawksworth, Olivia
Iftikhar, Khurram
Croft, Susan
Fuller, Gordon
Waterhouse, Simon
Hind, Daniel
Bradburn, Mike
Smyth, Michael Anthony
Perkins, Gavin D
Millins, Mark
Rosser, Andy
Dickson, Jon M
Wilson, Matthew Joseph
Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study
title Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study
title_full Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study
title_fullStr Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study
title_full_unstemmed Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study
title_short Prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study
title_sort prehospital early warning scores for adults with suspected sepsis: retrospective diagnostic cohort study
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646863/
https://www.ncbi.nlm.nih.gov/pubmed/37673643
http://dx.doi.org/10.1136/emermed-2023-213315
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