Evidence map›Paper›PMID 41306684›Full record

ArticleSensors and actuators. B, Chemical2026

Label-free, machine-learning assisted impedance assessment of basophil activation.

Sungu Kim, Leon Hannes Kloker, Wonjun Lee, Nicolas Castaño, Chien-Yi Chang, Sindy K Y Tang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Sensors and actuators. B, Chemical, 2026. 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.

Sungu KimDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.
Leon Hannes KlokerInstitute for Computational and Mathematical Engineering, Stanford University, Stanford, CA 94305, USA.
Wonjun LeeDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.
Nicolas CastañoDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.
Chien-Yi ChangDepartment of Electrical Engineering, Stanford University, Stanford, CA 94305, USA.
Sindy K Y TangDepartment of Mechanical Engineering, Stanford University, Stanford, CA 94305, USA.

Funding

Probing basophil function in microfluidic systems for allergic disease diagnosisR21EB030643 · NIBIB · STANFORD UNIVERSITY · PI TANG, SINDY KAM-YAN · 2021 to 2023
$605k
An Integrated Micro-Basophil Activation Test for Rapid Food Allergy DiagnosticsR21AI149277 · NIAID · STANFORD UNIVERSITY · PI TANG, SINDY KAM-YAN · 2020 to 2021
$409k
NIAID NIH HHS R21 AI149277NIBIB NIH HHS R21 EB030643
6 · The paper itself

Abstract

Food allergies are increasing in prevalence, yet current diagnostic tests remain either inaccurate or potentially unsafe. The basophil activation test (BAT) has emerged as a promising functional assay, involving the

Indexed as

Basophil activation testFood allergyImpedance flow cytometrySingle-cell analysis

Identifiers

PMID41306684
PMCPMC12646617

What OpenQuestion holds

Textmetadata
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.