Evidence map›Paper›PMID 41038255›Full record

ArticleJournal of neural engineering2025

Co-cultured sensory neuron classification using extracellular electrophysiology and machine learning approaches for enhancing analgesic screening.

Alexander Somers, Bryan James Black

Abstract read
In one paragraph

Article in Journal of neural engineering, 2025. 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.

Alexander SomersDepartment of Biomedical Engineering, Francis College of Engineering, University of Massachusetts Lowell, 1 University Ave, Lowell, MA 01854, United States of America.ORCID 0000-0003-1507-9746
Bryan James BlackDepartment of Biomedical Engineering, Francis College of Engineering, University of Massachusetts Lowell, 1 University Ave, Lowell, MA 01854, United States of America.ORCID 0000-0001-6134-5094

Funding

hiPSC-based DRG Tissue Mimics on Multi-well Microelectrode Arrays as a Tissue Chip Model of Acute and Chronic NociceptionUG3TR003149 · NCATS · UNIVERSITY OF TEXAS DALLAS · PI BLACK, BRYAN JAMES · 2019 to 2020
$981k
NCATS NIH HHS UG3 TR003149
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AnalgesicsMachine LearningSensory Receptor CellsAction PotentialsCells, CulturedCoculture TechniquesDrug Evaluation, PreclinicalHumansInduced Pluripotent Stem CellsAnalgesicshiPSC sensory neuronsmachine learningnociceptor pharmacology

Identifiers

PMID41038255
PMCPMC12547651

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.