Evidence map›Paper›PMID 38129487›Full record

ArticleScientific reports2023

Accessible and reliable neurometric testing in humans using a smartphone platform.

H J Boele, C Jung, S Sherry, L E M Roggeveen, S Dijkhuizen, J Öhman, E Abraham, A Uvarov, C P Boele, K Gultig and 6 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06497218 (Smartphone-Based Neurobehavioral Assessments as a Diagnostic Aid in Autism), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.9field-weighted citation impact, top 13% of its field
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.

NCT06497218 naunknown statusnot on this map

Smartphone-Based Neurobehavioral Assessments as a Diagnostic Aid in Autism

TypeinterventionalSponsorBlinklab LimitedRan2023 to 2025Enrolled450ConditionsAutism Spectrum DisorderArmsBlinklab diagnostic device
3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Neurobehavioral Assessment of Sensorimotor Function in Autism Using Smartphone Technology.Autism research : official journal of the International Society for Autism Research · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. 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

16 authors at 7 institutions in 4 countries.

H J BoelePrinceton Neuroscience Institute, Princeton, USA. hboele@princeton.edu.
C JungPrinceton Neuroscience Institute, Princeton, USA.
S SherryPrinceton Neuroscience Institute, Princeton, USA.
L E M RoggeveenDepartment of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.
S DijkhuizenDepartment of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.
J ÖhmanDepartment of Clinical Sciences, Lund University, Lund, Sweden.
E AbrahamPrinceton Neuroscience Institute, Princeton, USA.
A UvarovBlinkLab Pty, Sydney, Australia.
C P BoeleDepartment of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.
K GultigDepartment of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.
A RasmussenDepartment of Clinical Sciences, Lund University, Lund, Sweden.
M F Vinueza-VelozDepartment of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.
J F MedinaDepartment of Neuroscience, Baylor College of Medicine, Houston, USA.
S K E KoekkoekDepartment of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.
C I De ZeeuwDepartment of Neuroscience, Erasmus MC, Rotterdam, The Netherlands.
S S-H WangPrinceton Neuroscience Institute, Princeton, USA. sswang@princeton.edu.
Erasmus University Rotterdam · NLPrinceton University · USErasmus MC · NLLund University · SEBaylor College of Medicine · USNetherlands Institute for Neuroscience · NLUniversity of Oslo · NO

Funding

Coding and processing of error signals in inferior olivary-cerebellar networksR01MH093727 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI JAVIER F MEDINA · 2011 to 2026
$6.7M
NIMH NIH HHS R01 MH093727
6 · The paper itself

Abstract

Tests of human brain circuit function typically require fixed equipment in lab environments. We have developed a smartphone-based platform for neurometric testing. This platform, which uses AI models like computer vision, is optimized for at-home use and produces reproducible, robust results on a battery of tests, including eyeblink conditioning, prepulse inhibition of acoustic startle response, and startle habituation. This approach provides a scalable, universal resource for quantitative assays of central nervous system function.

Indexed as

Reflex, StartleSmartphoneAcoustic StimulationHabituation, PsychophysiologicHumansPrepulse Inhibition

Identifiers

PMID38129487
PMCPMC10739701
OpenAlexW4390060911

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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.