Evidence map›Paper›PMID 37452208›Full record

ArticleScientific reports2023

Accuracy of a smart bottle in measuring fluid intake by American football players during pre-season training.

Lindsay B Baker, Shelby Alfred, Khalil A Lee, Justina L Bonsignore, Kristin L Osterberg, Brandon Shepherd, Peter John D De Chavez, Kobi Bentkovski

Abstract read
In one paragraph

Article in Scientific reports, 2023. 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

8 authors.

Lindsay B BakerGatorade Sports Science Institute, PepsiCo R&D Life Sciences, 50 E. Stevens Ave., Valhalla, NY, 10595, USA. Lindsay.Baker@pepsico.com.
Shelby AlfredGatorade Sports Science Institute, PepsiCo R&D Life Sciences, 50 E. Stevens Ave., Valhalla, NY, 10595, USA.
Khalil A LeeGatorade Sports Science Institute, PepsiCo R&D Life Sciences, Bradenton, FL, USA.
Justina L BonsignoreGatorade Sports Science Institute, PepsiCo R&D Life Sciences, Bradenton, FL, USA.
Kristin L OsterbergGatorade Sports Science Institute, PepsiCo R&D Life Sciences, Bradenton, FL, USA.
Brandon ShepherdGatorade Sports Science Institute, PepsiCo R&D Life Sciences, Bradenton, FL, USA.
Peter John D De ChavezData Science and Analytics, PepsiCo R&D, Plano, TX, USA.
Kobi BentkovskiImpacX.io Ltd, Rehovot, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Rehydration is important for athlete performance and recovery. However, it can be challenging to follow appropriate fluid replacement practices due in part to difficulties in tracking fluid intake in real time. The purpose of this study was to determine the accuracy of a smart bottle in measuring fluid intake during exercise. Thirty male American football athletes drank from bottles equipped with a smart cap during outdoor pre-season practices (110 ± 30 min; 29.3 ± 3.0 °C; 75 ± 11% rh). The cap technology included optical sensors, microprocessors, batteries, and wireless connectivity that transmitted fluid volume data to a smartphone application in real-time. Reference measurements of fluid intake from the smart bottle were determined by gravimetry followed by conversion to volume using the density of the fluid consumed. There was no significant mean difference in fluid intake between the smart bottle and reference method (1220 ± 371 ml vs. 1236 ± 389 ml, p = 0.39 paired t test). Bland-Altman 95% limits of agreement between methods was - 212 to 180 ml. The smart bottle provided accurate measurements of fluid intake during exercise in real-world field conditions on a group level and within limits of agreement of - 212 to 180 ml (or approximately ± 15% of overall fluid intake) on an individual level.

Indexed as

Athletic PerformanceFootballDrinkingFluid TherapyHumansMaleSeasons

Identifiers

PMID37452208
PMCPMC10349061

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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.