Evidence map›Paper›PMID 39323221›Full record

ArticleDeutsches Arzteblatt international2024

Evaluation of an Automated Decision Aid for the Further Referral of Emergency Room Patients—A Prospective Cohort Study.

Anna Slagman, Anne Bremicker, Martin Möckel, Larissa Eienbröker, Antje Fischer-Rosinský, André Gries

Abstract readEvaluation Study
In one paragraph

Article in Deutsches Arzteblatt international, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Observational
  6. Article
  7. Article
  8. Article
  9. In Reply.Deutsches Arzteblatt international · 2025
    Article
  10. No Improvement.Deutsches Arzteblatt international · 2025
    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

6 authors.

Anna SlagmanEmergency Medicine Health Services Research, Emergency and Acute Medicine Campus Mitte and Virchow Hospital of the Charité, Berlin University of Medicine, Berlin; Central Emergency Department/Observation Unit, University Hospital of Leipzig Medical Center, Leipzig.
Anne Bremicker
Martin Möckel
Larissa Eienbröker
Antje Fischer-Rosinský
André Gries

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInstruments for the initial evaluation of emergency room patients as an aid to their onward referral to ambulatory care structures are a matter of current interest. In this study, we assess the safety of the software application SmED-Kontakt+ for this purpose. SmED is an abbreviation for Strukuturierte Medizinische Ersteinschätzung Deutschland, "structured initial medical evaluation in Germany."

methodsIn this prospective cohort study, we compared the recommendations of SmED-Kontakt+ concerning the time and place of further care with those of the treating physicians. The subjects were adult patients who were able to walk and had presented themselves to the emergency room. Whenever SmED-Kontakt+ assessed the situation less critically than the physicians, and in 5% of the remaining cases, the potential endangerment of patient safety was assessed by an expert panel (expected value <1%).

resultsIn a total of 1840 cases, SmED-Kontakt+ agreed with the physicians' assessment in 353 (19%). The assessment of SmEDKontakt+ was more critical in 1221 cases (66%) and less critical in 266 (15%; potential undertriage). There was potential endangerment in 49 cases (2.7%; 95% confidence interval [2.0; 3.5]). Potential endangerment was less common among patients in the more urgent recommendation categories [0.1; 2.6] and more common in the categories of a recommended outpatient phy - sician visit or telephone consultation within or beyond 24 hours [2.4; 17.2].

conclusionSmED-Kontakt+ generally assessed these patients' needs for further care as more urgent than the treating physicians did. Nevertheless, the percentage of potentially endangered patients was higher than expected. We conclude that further care should be provided in timely fashion with an obligatory appointment. The sites of further ambulatory care should be immediately accessible and properly equipped. Patients should not be referred for further care at later times on the basis of an SmEDKontakt+ assessment.

Indexed as

Decision Support Systems, ClinicalEmergency Service, HospitalReferral and ConsultationTriageAdultAgedAged, 80 and overCohort StudiesFemaleGermanyHumansMaleMiddle AgedProspective StudiesReproducibility of ResultsSensitivity and Specificity

Identifiers

PMID39323221
PMCPMC12005381

What OpenQuestion holds

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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.