Evidence map›Paper›PMID 33093607›Full record

ArticleScientific reports2020

Development and external validation of a clinical prediction model for MRSA carriage at hospital admission in Southeast Lower Saxony, Germany.

Gabriele Raschpichler, Heike Raupach-Rosin, Manas K Akmatov, Stefanie Castell, Nicole Rübsamen, Birgit Feier, Sebastian Szkopek, Wilfried Bautsch, Rafael Mikolajczyk, André Karch

Abstract readValidation Study
In one paragraph

Article in Scientific reports, 2020. 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
–field-weighted citation impact
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.

  1. Factors Associated with Methicillin-ResistantAntibiotics (Basel, Switzerland) · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. The transmission risk of multidrug-resistant organisms between hospital patients and their pets - a case-control study, Germany, 2019 to 2022.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2024
    Article
  6. Prospective surveillance of colonization and disease by methicillin-resistant Staphylococcus aureus (MRSA) at a European pediatric cancer center.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2022
    Observational
  7. Article
  8. Modeling transmission of pathogens in healthcare settings.Current opinion in infectious diseases · 2021
    Review
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

10 authors.

Gabriele RaschpichlerDepartment of Epidemiology, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany.
Heike Raupach-RosinDepartment of Epidemiology, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany.
Manas K AkmatovDepartment of Epidemiology, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany.
Stefanie CastellDepartment of Epidemiology, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany.
Nicole RübsamenDepartment of Epidemiology, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany.
Birgit FeierCentral Laboratory, Klinikum Wolfsburg, Wolfsburg, Germany.
Sebastian SzkopekInstitute for Microbiology, Immunology and Hospital Hygiene, Städtisches Klinikum Braunschweig gGmbH, Brunswick, Germany.
Wilfried BautschInstitute for Microbiology, Immunology and Hospital Hygiene, Städtisches Klinikum Braunschweig gGmbH, Brunswick, Germany.
Rafael MikolajczykDepartment of Epidemiology, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany.
André KarchDepartment of Epidemiology, Helmholtz Centre for Infection Research (HZI), Brunswick, Germany. clinepi@uni-muenster.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In countries with low endemic Methicillin-resistant Staphylococcus aureus (MRSA) prevalence, identification of risk groups at hospital admission is considered more cost-effective than universal MRSA screening. Predictive statistical models support the selection of suitable stratification factors for effective screening programs. Currently, there are no universal guidelines in Germany for MRSA screening. Instead, a list of criteria is available from the Commission for Hospital Hygiene and Infection Prevention (KRINKO) based on which local strategies should be adopted. We developed and externally validated a model for individual prediction of MRSA carriage at hospital admission in the region of Southeast Lower Saxony based on two prospective studies with universal screening in Braunschweig (n = 2065) and Wolfsburg (n = 461). Logistic regression was used for model development. The final model (simplified to an unweighted score) included history of MRSA carriage, care dependency and cancer treatment. In the external validation dataset, the score showed a sensitivity of 78.4% (95% CI: 64.7-88.7%), and a specificity of 70.3% (95% CI: 65.0-75.2%). Of all admitted patients, 25.4% had to be screened if the score was applied. A model based on KRINKO criteria showed similar sensitivity but lower specificity, leading to a considerably higher proportion of patients to be screened (49.5%).

Indexed as

AdultAgedAged, 80 and overCarrier StateDiagnostic Tests, RoutineFemaleGermanyHospitalizationHospitalsHumansMaleMass ScreeningMethicillin-Resistant Staphylococcus aureusMiddle AgedModels, StatisticalPredictive Value of Tests

Identifiers

PMID33093607
PMCPMC7582828

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Registered trials

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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.