Evidence map›Paper›PMID 41595302›Full record

ArticleHealthcare (Basel, Switzerland)2026

Predictive Models for Early Infection Detection in Nursing Home Residents: Evaluation of Imputation Techniques and Complementary Data Sources.

Melisa Granda, María Santamera-Lastras, Alberto Garcés-Jiménez, Francisco Javier Bueno-Guillén, Diego María Rodríguez-Puyol, José Manuel Gómez-Pulido

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

6 authors.

Melisa GrandaDepartment of Medicine and Medical Specialties, Universidad de Alcalá (UAH), 28805 Alcalá de Henares, Madrid, Spain.ORCID 0009-0007-6517-6110
María Santamera-LastrasDepartment of Medicine and Medical Specialties, Universidad de Alcalá (UAH), 28805 Alcalá de Henares, Madrid, Spain.ORCID 0009-0006-2323-192X
Alberto Garcés-JiménezHealth Computing and Intelligent Systems Research Group (HCIS), Universidad de Alcalá (UAH), 28805 Alcalá de Henares, Madrid, Spain.ORCID 0000-0002-1365-9280
Francisco Javier Bueno-GuillénHealth Computing and Intelligent Systems Research Group (HCIS), Universidad de Alcalá (UAH), 28805 Alcalá de Henares, Madrid, Spain.ORCID 0000-0002-8069-0288
Diego María Rodríguez-PuyolDepartment of Medicine and Medical Specialties, Universidad de Alcalá (UAH), 28805 Alcalá de Henares, Madrid, Spain.ORCID 0000-0002-9125-9311
José Manuel Gómez-PulidoHealth Computing and Intelligent Systems Research Group (HCIS), Universidad de Alcalá (UAH), 28805 Alcalá de Henares, Madrid, Spain.ORCID 0000-0002-6897-8262

Funding

FP7 International Cooperation ELAC2015/T09-0819Instituto de Salud Carlos III PMPTA23/00033
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

early diagnosiselderly peopleimputation techniquesinfectious diseasesinterpretabilitymachine learningphysiological data

Identifiers

PMID41595302
PMCPMC12840934

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.