Correction: Kazemi et al. Toward Smart Railway Infrastructure Predictive and Optimised Maintenance Through Digital Twin (DT) System.

Mahyar Jafar Kazemi, Maria Rashidi, Won-Hee Kang, Mohammad Siahkouhi

Abstract readPublished Erratum

In one paragraph

Article in Sensors (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

Erratum for
Toward Smart Railway Infrastructure Predictive and Optimised Maintenance Through Digital Twin (DT) System.2026

5 · Who and what money

Authors and funding

4 authors.

Mahyar Jafar KazemiCentre for Infrastructure Engineering, Western Sydney University, Sydney, NSW 2751, Australia.ORCID 0000-0003-1452-5230

Maria RashidiCentre for Infrastructure Engineering, Western Sydney University, Sydney, NSW 2751, Australia.ORCID 0000-0003-2847-3806

Won-Hee KangCentre for Infrastructure Engineering, Western Sydney University, Sydney, NSW 2751, Australia.ORCID 0000-0002-4488-3365

Mohammad SiahkouhiCentre for Infrastructure Engineering, Western Sydney University, Sydney, NSW 2751, Australia.ORCID 0000-0002-4740-9503

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the original publication [...].

Identifiers

PMID42281135

DOI10.3390/s26113430

PMCPMC13258820

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.