Evidence map›Paper›PMID 42527653›Full record

ArticlePediatric nephrology (Berlin, Germany)2026

Using health systems evidence to study and predict long-term outcomes of childhood acute kidney injury.

Asmaa Milyani, Mariam Kaleemi, Rahul Chanchlani, Cal H Robinson

Abstract read
PubMed Publisher
In one paragraph

Article in Pediatric nephrology (Berlin, Germany), 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

4 authors.

Asmaa MilyaniDepartment of Pediatrics, Division of Nephrology, The Hospital for Sick Children, Toronto, Ontario, Canada.
Mariam KaleemiChild Health Evaluative Sciences, Research Institute, The Hospital for Sick Children, Toronto, Ontario, Canada.
Rahul ChanchlaniDepartment of Pediatrics, Division of Nephrology, McMaster Children's Hospital, Hamilton, Ontario, Canada.
Cal H RobinsonDepartment of Pediatrics, Division of Nephrology, The Hospital for Sick Children, Toronto, Ontario, Canada. cal.robinson@mail.utoronto.ca.ORCID http://orcid.org/0000-0002-2223-0646

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acute kidney injury (AKI) in paediatrics is a significant global health concern affecting up to one-third of hospitalised children worldwide. Increasing evidence demonstrates that childhood AKI is associated with substantial healthcare resource utilisation and adverse long-term health outcomes, including prolonged hospitalisation, higher healthcare costs, and chronic kidney disease. Consequently, AKI imposes a considerable socioeconomic and health burden. Despite this, recognition, documentation, and post-discharge follow-up of AKI survivors remain suboptimal, further compounding its impact. Efforts to characterise the epidemiology, risk factors, and long-term outcomes of paediatric AKI have been challenging due to methodological constraints, including small sample sizes, short follow-up durations, and a predominance of single-centre and selective cohort studies. Health systems research (HSR) offers a promising approach to address these gaps by leveraging large repositories of routinely collected health administrative data for various purposes to enable population-level analyses with extended longitudinal follow-up across diverse healthcare settings. However, HSR methodologies are not without limitations, as administrative data often lack granularity, can be incomplete, and may be subject to misclassification and selection biases, underscoring the importance of validating coding algorithms to ensure their reliability. In this review, we aim to summarise health systems evidence on the epidemiology of paediatric AKI, its implications on healthcare resource utilisation and outcomes, and potential uses to improve AKI follow-up care.

Indexed as

Acute kidney injuryChildChronic kidney diseaseHealth administrative dataHealth systems researchPaediatric

Identifiers

PMID42527653

What Socratic holds

Textmetadata
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 Socratic graph.