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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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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/ |
format | Online Article Text |
id | pubmed-10646863 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
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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