Evidence map›Paper›PMID 38167289›Full record

ArticleBMJ open2024

Validation of oxygen saturations measured in the community by emergency medical services as a marker of clinical deterioration in patients with confirmed COVID-19: a retrospective cohort study.

Matthew Inada-Kim, Francis P Chmiel, Michael Boniface, Daniel Burns, Helen Pocock, John Black, Charles Deakin

Open access · goldAbstract read
In one paragraph

Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 13 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 5 institutions in 1 country.

Matthew Inada-KimDepartment of Acute Medicine, Hampshire Hospitals NHS Foundation Trust, Winchester, UK.ORCID 0000-0001-6026-2246
Francis P ChmielSchool of Electronics and Computer Science, University of Southampton, Southampton, UK.
Michael BonifaceSchool of Electronics and Computer Science, University of Southampton, Southampton, UK.
Daniel BurnsSchool of Electronics and Computer Science, University of Southampton, Southampton, UK d.burns@soton.ac.uk.ORCID 0000-0001-6976-1068
Helen PocockSouth Central Ambulance Service NHS Foundation Trust, Otterbourne, UK.
John BlackSouth Central Ambulance Service NHS Foundation Trust, Otterbourne, UK.ORCID 0000-0002-1167-1550
Charles DeakinSouth Central Ambulance Service NHS Foundation Trust, Otterbourne, UK.
University of Southampton · GBHampshire Hospitals NHS Foundation Trust · GBSouth Western Ambulance Service NHS Foundation Trust · GBUniversity Hospital Southampton NHS Foundation Trust · GBUniversity of Warwick · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo evaluate oxygen saturation and vital signs measured in the community by emergency medical services (EMS) as clinical markers of COVID-19-positive patient deterioration.

designA retrospective data analysis.

settingPatients were conveyed by EMS to two hospitals in Hampshire, UK, between 1 March 2020 and 31 July 2020.

participantsA total of 1080 patients aged ≥18 years with a COVID-19 diagnosis were conveyed by EMS to the hospital. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary study outcome was admission to the intensive care unit (ICU) within 30 days of conveyance, with a secondary outcome representing mortality within 30 days of conveyance. Receiver operating characteristic (ROC) analysis was performed to evaluate, in a retrospective fashion, the efficacy of different variables in predicting patient outcomes.

resultsVital signs measured by EMS staff at the first point of contact in the community correlated with patient 30-day ICU admission and mortality. Oxygen saturation was comparably predictive of 30-day ICU admission (area under ROC (AUROC) 0.753; 95% CI 0.668 to 0.826) to the National Early Warning Score 2 (AUROC 0.731; 95% CI 0.655 to 0.800), followed by temperature (AUROC 0.720; 95% CI 0.640 to 0.793) and respiration rate (AUROC 0.672; 95% CI 0.586 to 0.756).

conclusionsInitial oxygen saturation measurements (on air) for confirmed COVID-19 patients conveyed by EMS correlated with short-term patient outcomes, demonstrating an AUROC of 0.753 (95% CI 0.668 to 0.826) in predicting 30-day ICU admission. We found that the threshold of 93% oxygen saturation is prognostic of adverse events and of value for clinician decision-making with sensitivity (74.2% CI 0.642 to 0.840) and specificity (70.6% CI 0.678 to 0.734).

Indexed as

Clinical DeteriorationCOVID-19Emergency Medical ServicesAdolescentAdultCOVID-19 TestingHospital MortalityHumansIntensive Care UnitsOxygen SaturationRetrospective StudiesROC CurveCOVID-19EpidemiologyRESPIRATORY MEDICINE (see Thoracic Medicine)

Identifiers

PMID38167289
PMCPMC10773313
OpenAlexW4390595170

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.