Evidence map›Paper›PMID 31877912›Full record

ArticleNutrients2019

Mild Dehydration Identification Using Machine Learning to Assess Autonomic Responses to Cognitive Stress.

Hugo F Posada-Quintero, Natasa Reljin, Aurelie Moutran, Dimitrios Georgopalis, Elaine Choung-Hee Lee, Gabrielle E W Giersch, Douglas J Casa, Ki H Chon

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nutrients, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  11. Overtraining Syndrome as a Complex Systems Phenomenon.Frontiers in network physiology · 2021
    Review
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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

8 authors.

Hugo F Posada-QuinteroDepartment of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA.ORCID 0000-0003-4514-4772
Natasa ReljinDepartment of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA.ORCID 0000-0001-8799-9379
Aurelie MoutranDepartment of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA.
Dimitrios GeorgopalisDepartment of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA.
Elaine Choung-Hee LeeDepartment of Kinesiology, Human Performance Laboratory, University of Connecticut, Storrs, CT 06269, USA.
Gabrielle E W GierschDepartment of Kinesiology, Human Performance Laboratory, University of Connecticut, Storrs, CT 06269, USA.
Douglas J CasaDepartment of Kinesiology, Human Performance Laboratory, University of Connecticut, Storrs, CT 06269, USA.ORCID 0000-0002-8858-2636
Ki H ChonDepartment of Biomedical Engineering, University of Connecticut, Storrs, CT 06269, USA.

Funding

UCONN Human Performance Laboratory Research Funds, new-investigator start-up funds. -
6 · The paper itself

Abstract

The feasibility of detecting mild dehydration by using autonomic responses to cognitive stress was studied. To induce cognitive stress, subjects (

Indexed as

Machine LearningAdultAutonomic Nervous SystemCognitionDehydrationGalvanic Skin ResponseHeart RateHumansMaleSensitivity and SpecificityStress, PsychologicalStroop TestSupport Vector MachineYoung Adultautonomic nervous systemdehydrationelectrodermal activitymachine learningpulse rate variability

Identifiers

PMID31877912
PMCPMC7019291

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.