Evidence map›Paper›PMID 40871799›Full record

ArticleSensors (Basel, Switzerland)2025

ColorX: A Fitness Tracker-Based Device for Rapid, Optical Sensing of Water Quality Parameters.

Venkata V B Yallapragada, Adarsh Ananthachar, U Gowda, F Ní Chlochasaigh, L O'Faolain, G C R Devarapu

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 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

6 authors.

Venkata V B YallapragadaCenter for Advanced Photonics and Process Analysis, Munster Technological University, T12P928 Cork, Ireland.ORCID 0000-0002-1766-0617
Adarsh AnanthacharCenter for Advanced Photonics and Process Analysis, Munster Technological University, T12P928 Cork, Ireland.ORCID 0000-0003-3523-0810
U GowdaCenter for Advanced Photonics and Process Analysis, Munster Technological University, T12P928 Cork, Ireland.ORCID 0000-0001-8217-6357
F Ní ChlochasaighCenter for Advanced Photonics and Process Analysis, Munster Technological University, T12P928 Cork, Ireland.
L O'FaolainCenter for Advanced Photonics and Process Analysis, Munster Technological University, T12P928 Cork, Ireland.ORCID 0000-0003-1160-7441
G C R DevarapuCenter for Advanced Photonics and Process Analysis, Munster Technological University, T12P928 Cork, Ireland.ORCID 0000-0002-9498-8907

Funding

Horizon2020 research and innovation programme Marie Skłodowska-Curie grant agreement 713654
6 · The paper itself

Abstract

Optical sensors have emerged as a popular technology for sensing biological and chemical analytes in various fields, including environmental monitoring, toxicology, disease/infection screening, and food processing, due to their ease of use, high sensitivity, and specificity. In this study, we introduce ColorX, an ultra-portable and smart spectrophotometric device based on a commercially available fitness tracker. ColorX exploits the in-built LEDs and photodiodes of a fitness tracker for wavelength-specific absorption measurements and can be controlled wirelessly using a companion smartphone app. The device's raw data are transmitted via Bluetooth and stored on the app for analysis and data visualisation. We validated the performance of ColorX against a standard benchtop spectrophotometer by experimentally testing five different measurements related to water quality: nitrite (>0.07 mg/L, %avgCV: 1.06)), sulphate (>18 mg/L, %avgCV: 0.39), chromium (>0.002 mg/L, %avgCV: 0.51), free chlorine (>0.005 mg/L, %avgCV: 0.68), and turbidity (>2.97 NTU, %avgCV: 1.04). Our results showed that ColorX had comparable performance to the benchmark spectrophotometer (R

Indexed as

chromiumcolorimetric sensorfitness trackerfree-chlorinenitritesulphateturbidity

Identifiers

PMID40871799
PMCPMC12390361

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Registered trials

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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.