Evidence map›Paper›PMID 42289027›Full record

ArticleInternal and emergency medicine2026

Mortality prediction using a geriatric vulnerability scale in the emergency department of a private hospital in Mexico City.

Roberto Badir Coránguez-Capistrán, Alejandro Rodrigo Octavio Guzmán-Herrera, Abel Lerma, Betzabeé Torres-Munguía, Raúl Zertuche-Calvillo, Adrián Ceballos-Bocanegra, Claudia Lerma

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Article in Internal and emergency medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Roberto Badir Coránguez-CapistránFaculty of Health Sciences, Universidad Anahuac Mexico, 52786, Huixquilucan, Mexico.ORCID http://orcid.org/0009-0002-6457-6001
Alejandro Rodrigo Octavio Guzmán-HerreraFaculty of Health Sciences, Universidad Anahuac Mexico, 52786, Huixquilucan, Mexico.ORCID http://orcid.org/0009-0008-2350-5171
Abel LermaArea of Psychology, Institute of Health Sciences, Autonomous University of the State of Hidalgo, San Agustín Tlaxiaca, 42160, Pachuca, Mexico.ORCID http://orcid.org/0000-0001-7212-641X
Betzabeé Torres-MunguíaFaculty of Health Sciences, Universidad Anahuac Mexico, 52786, Huixquilucan, Mexico.ORCID http://orcid.org/0009-0000-5982-124X
Raúl Zertuche-CalvilloFaculty of Health Sciences, Universidad Anahuac Mexico, 52786, Huixquilucan, Mexico.
Adrián Ceballos-BocanegraCentro Medico Dalinde, 06760, Mexico City, Mexico.
Claudia LermaFaculty of Health Sciences, Universidad Anahuac Mexico, 52786, Huixquilucan, Mexico. dr.claudialerma@gmail.com.ORCID http://orcid.org/0000-0002-4679-7751

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study was to translate, culturally adapt, and validate the Acutely Presenting Older Patient (APOP) screener into Spanish for use among Mexican patients attending the emergency department, in order to predict the risk of 90-day mortality. Patients aged 70 years and older who received emergency care at a private hospital in Mexico City were included. The APOP scale underwent translation, cultural adaptation, and expert validation in accordance with standardized guidelines. For each patient, vulnerability risk was calculated, and a 90-day follow-up was conducted to assess mortality. A total of 317 patients were recruited, and 206 (65%) completed the 90-day follow-up. The culturally adapted Spanish version of the APOP scale was successfully validated by experts. A high-vulnerability score (≥ 46 points) predicted 90-day mortality with a sensitivity of 51.6% and a specificity of 85.1%, with an area under the curve of 0.74 (95% confidence interval: 0.71-0.77). The APOP scale effectively identifies vulnerable older adults in the emergency department. Its high specificity allows clinicians to recognize patients unlikely to require extensive evaluation, improving resource allocation and streamlining care in the time-sensitive emergency setting.

Indexed as

Emergency departmentGeriatricMortality predictionVulnerability

Identifiers

What OpenQuestion holds

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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.