Evidence map›Paper›PMID 41226958›Full record

ArticleJournal of clinical medicine2025

Education, Sex, and Age Shape Rey Complex Figure Performance in Cognitively Normal Adults: An Interpretable Machine Learning Study.

Albert J B Lee, Benjamin Zhao, James J Lah, Samantha E John, David W Loring, Cassie S Mitchell

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Albert J B LeeLaboratory for Pathology Dynamics, Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA.ORCID 0000-0002-4480-6327
Benjamin ZhaoLaboratory for Pathology Dynamics, Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA.ORCID 0009-0008-3039-3235
James J LahAlzheimer's Disease Research Center, Department of Neurology, Emory University School of Medicine, Atlanta, GA 30329, USA.ORCID 0000-0002-8810-620X
Samantha E JohnDepartment of Brain Health, University of Nevada Las Vegas, Las Vegas, NV 89154, USA.ORCID 0000-0003-1347-4865
David W LoringAlzheimer's Disease Research Center, Department of Neurology, Emory University School of Medicine, Atlanta, GA 30329, USA.
Cassie S MitchellLaboratory for Pathology Dynamics, Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA.ORCID 0000-0002-5472-6355

Funding

Regulatory and Human Study Operations (RHSO) Core CU19AG065169 · NIA · UNIVERSITY OF ARIZONA · PI BARNES, CAROL A. · 2021 to 2025
$59.8M
The Emory Healthy Brain Study: Discovering Predictive Biomarkers for Alzheimer's DiseaseR01AG070937 · NIA · EMORY UNIVERSITY · PI LAH, JAMES J · 2021 to 2025
$35.2M
The Goizueta Alzheimer's Disease Research CenterP30AG066511 · NIA · EMORY UNIVERSITY · PI ALLAN I LEVEY · 2020 to 2026
$29.0M
Inflamm-aging of osteoprogenitor cells: A therapeutic target for improved bone healing - Resubmission - 1 - Revision - 3R01AG056169 · NIA · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI LEUCHT, PHILIPP · 2018 to 2022
$2.4M
Training in Computational Neural EngineeringT32EB025816 · NIBIB · GEORGIA INSTITUTE OF TECHNOLOGY · PI Michael Robert Borich, Christopher John Rozell · 2019 to 2026
$1.9M
Integrative predictive medicine to identify disease causes, develop cures, and optimize patient careR35GM152245 · NIGMS · GEORGIA INSTITUTE OF TECHNOLOGY · PI Cassie S Mitchell · 2024 to 2026
$1.1M
Inflamm-aging of osteoprogenitor cells: A therapeutic target for improved bone healingR56AG056169 · NIA · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI LEUCHT, PHILIPP · 2023 to 2023
$347k
Chan Zuckerberg Initiative 253558National Science Foundation 1944247NIA NIH HHS P30 AG066511NIA NIH HHS R01 AG056169NIA NIH HHS R01 AG070937NIA NIH HHS R56 AG056169NIA NIH HHS U19 AG065169NIBIB NIH HHS T32 EB025816NIGMS NIH HHS R35 GM152245NIH HHS R01 AG070937NIH HHS R35GM152245NIH HHS U19 AG056169Roche IIS RD004723
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligencedemographic differencesmachine learningMontreal Cognitive Assessment (MoCA)neuropsychological assessmentRey Complex Figure (CF)Rey–Osterrieth Complex Figure (ROCF)

Identifiers

PMID41226958
PMCPMC12608272

What OpenQuestion holds

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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.