Evidence map›Paper›PMID 35507567›Full record

ArticlePloS one2022

Acute respiratory infection rates in primary care anticipate ICU bed occupancy during COVID-19 waves.

Montserrat Guillen, Ignasi Bardes Robles, Ester Bordera Cabrera, Xénia Acebes Roldán, Catalina Bolancé, Daniel Jorba, David Moriña

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.4field-weighted citation impact, top 38% 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

1 citing paper in PubMed, 4 citations in OpenAlex.

  1. Article
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 3 institutions in 1 country.

Montserrat GuillenRiskcenter-IREA, Department of Econometrics, University of Barcelona, Barcelona, Spain.ORCID 0000-0002-2644-6268
Ignasi Bardes RoblesCatSalut Care Management Direction, Generalitat de Catalunya, Barcelona, Spain.
Ester Bordera CabreraCatSalut Care Management Direction, Generalitat de Catalunya, Barcelona, Spain.
Xénia Acebes RoldánCatSalut Care Management Direction, Generalitat de Catalunya, Barcelona, Spain.
Catalina BolancéRiskcenter-IREA, Department of Econometrics, University of Barcelona, Barcelona, Spain.
Daniel JorbaFaculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain.
David MoriñaDepartment of Econometrics, University of Barcelona, Barcelona, Spain.
Generalitat de Catalunya · ESUniversitat de Barcelona · ESBarcelona School of Economics · ES

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBed occupancy in the ICU is a major constraint to in-patient care during COVID-19 pandemic. Diagnoses of acute respiratory infection (ARI) by general practitioners have not previously been investigated as an early warning indicator of ICU occupancy.

methodsA population-based central health care system registry in the autonomous community of Catalonia, Spain, was used to analyze all diagnoses of ARI related to COVID-19 established by general practitioners and the number of occupied ICU beds in all hospitals from Catalonia between March 26, 2020 and January 20, 2021. The primary outcome was the cross-correlation between the series of COVID-19-related ARI cases and ICU bed occupancy taking into account the effect of bank holidays and weekends. Recalculations were later implemented until March 27, 2022.

findingsWeekly average incidence of ARI diagnoses increased from 252.7 per 100,000 in August, 2020 to 496.5 in October, 2020 (294.2 in November, 2020), while the average number of ICU beds occupied by COVID-19-infected patients rose from 1.7 per 100,000 to 3.5 in the same period (6.9 in November, 2020). The incidence of ARI detected in the primary care setting anticipated hospital occupancy of ICUs, with a maximum correlation of 17.3 days in advance (95% confidence interval 15.9 to 18.9).

interpretationCOVID-19-related ARI cases may be a novel warning sign of ICU occupancy with a delay of over two weeks, a latency window period for establishing restrictions on social contacts and mobility to mitigate the propagation of COVID-19. Monitoring ARI cases would enable immediate adoption of measures to prevent ICU saturation in future waves.

Indexed as

COVID-19Bed OccupancyFemaleHumansIntensive Care UnitsPandemicsPregnancyPrimary Health CareSARS-CoV-2

Identifiers

PMID35507567
PMCPMC9067638
OpenAlexW4225415225

What OpenQuestion holds

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LicenceCC BY
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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.