Evidence map›Paper›PMID 42416781›Full record

ArticleBiosensors & bioelectronics: X2026

A novel optically gated thin-film transistor sensor for real-time chemical differentiation using machine-learning analysis.

Lukas M Crockett, Jacob Jackson, Tucker P Gratton, Jenée D Cyran, Bamidele Omotowa, Kristy A Campbell

Abstract read
In one paragraph

Article in Biosensors & bioelectronics: X, 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

6 authors.

Lukas M CrockettDepartment of Electrical and Computer Engineering, Boise State University, Boise, ID, United States.
Jacob JacksonDepartment of Electrical and Computer Engineering, Boise State University, Boise, ID, United States.
Tucker P GrattonDepartment of Chemistry, Boise State University, Boise, ID, United States.
Jenée D CyranDepartment of Chemistry, Boise State University, Boise, ID, United States.
Bamidele OmotowaPearlhill Technologies, Idaho Falls, ID, United States.
Kristy A CampbellDepartment of Electrical and Computer Engineering, Boise State University, Boise, ID, United States.ORCID 0000-0003-3734-3616

Funding

Women's health: interplay of maternal diet and key demographics on neurological health in the rural frontier and remote WestP20GM103408 · NIGMS · UNIVERSITY OF IDAHO · PI Scott A Minnich · 2012 to 2026
$59.8M
VPS35 D620N inhibits autophagy through disrupted hyaluronic acid-CD44 signalingP20GM109095 · NIGMS · BOISE STATE UNIVERSITY · PI OCHOA-REPARAZ, JAVIER · 2014 to 2023
$22.7M
Optimizing Deep Brain Stimulation for Parkinson's Disease.P20GM148321 · NIGMS · BOISE STATE UNIVERSITY · PI Javier Ochoa-Reparaz · 2023 to 2026
$10.2M
Center of Biomedical Research Excellence in Matrix Biology Phase 3P30GM154497 · NIGMS · BOISE STATE UNIVERSITY · PI Katherine J Johnson · 2024 to 2026
$4.2M
Environmental Sensor for Detection of PFASR41ES037570 · NIEHS · PEARLHILL TECHNOLOGIES, LLC · PI OMOTOWA, BAMIDELE · 2025 to 2025
$313k
NIEHS NIH HHS R41 ES037570NIGMS NIH HHS P20 GM103408NIGMS NIH HHS P20 GM109095NIGMS NIH HHS P20 GM148321NIGMS NIH HHS P30 GM154497
6 · The paper itself

Abstract

We present an optically gated thin-film transistor sensor that distinguishes chemicals through illumination-induced transient electrical responses. The device consists of a p-type silicon substrate with native oxide and an amorphous Ge

Indexed as

Chemical differentiationMachine learningOptically gated transistorPFASPulse sequenceTransient responseUltra-short chainUnfunctionalized sensor

Identifiers

PMID42416781
PMCPMC13340560

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.