Evidence map›Paper›PMID 42322045›Full record

ArticleAutism research : official journal of the International Society for Autism Research2026

Personalized Lifespan Approach to Autism Assessment: A Clinical and System Framework for Developmentally Informed Assessment Across the Life-Course.

Melanie Penner, Rebecca McNally Keehn

Abstract read
In one paragraph

Article in Autism research : official journal of the International Society for Autism Research, 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

2 authors.

Melanie PennerHolland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario, Canada.ORCID https://orcid.org/0000-0002-8376-9768
Rebecca McNally KeehnDepartment of Pediatrics, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing prevalence of autism has led to considerable system challenges as specialist-driven approaches have struggled to keep pace. Recent research has challenged status quo models by demonstrating that community-based pediatric clinicians can accurately diagnose autism in young children. This research provides an opportunity to further expand capacity of community systems to conduct developmentally relevant, context-specific assessments of autistic people over their lifespan. In this Commentary, we propose a personalized lifespan approach to autism assessment as a precision care and system organization framework that considers the ongoing and evolving needs of autistic people and aligns the necessary expertise and resources to provide focused assessment when it is most informative. This framework consists of three key principles: (1) assessment is not a one-time, one-size-fits-all event; instead, assessment continues across the lifespan; (2) assessments should generate information that is relevant to the individual's current needs and life stage; and (3) wherever possible, community-based expertise should be engaged to promote the right assessment at the right time in the right place. Adopting this framework can reduce system access challenges, while also addressing the ongoing assessment needs of an autistic person across their life course.

Indexed as

Autism Spectrum DisorderAutistic DisorderPrecision MedicineChildHumansassessmentautismdiagnosishealth serviceslifespan

Identifiers

PMID42322045
PMCPMC13471933

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.