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Record W4412434303 · doi:10.1016/j.jsams.2025.07.004

Thermoregulatory responses in open water and pool swimming: Presentation of hypothermia and hyperthermia within and outside of World Aquatics water temperature thresholds

2025· review· en· W4412434303 on OpenAlexaff
Kate Markey, Natalia Galán-López, Chris Esh, Sarah Carter, Bryna Chrismas, Margo Mountjoy, Naama Constantini, Lee Taylor

Bibliographic record

VenueJournal of science and medicine in sport · 2025
Typereview
Languageen
FieldMedicine
TopicThermoregulation and physiological responses
Canadian institutionsMcMaster University
FundersLoughborough University
KeywordsHypothermiaHyperthermiaPresentation (obstetrics)Environmental scienceMedicineAnesthesiaSurgeryInternal medicine

Abstract

fetched live from OpenAlex

Background Water submersion challenges human thermoregulatory (Treg) homeostasis [typically a core temperature (T C ) of ~37°C], accelerating rates of heat loss (cold water; hypothermia) and gain (warm/hot water; hyperthermia) when swimming, and increasing susceptibility to heat/cold illness. Particularly, during open water swimming (OWS) competition where race drop-out and fatalities occur within a broad mandated water temperature (Tw) range (16-31°C). Conversely, pool-based swimming (PBS) competition (performed within a narrow-mandated Tw range 25-28°C) schedules encompass circadian T C changes alongside multiple cycles of warm-ups, transition phases and races. Understanding Treg responses within OWS and PBS would: (i) enhance knowledge regarding swimmer's Treg demands; (ii) inform competition health and safety policy from a heat/cold illness perspective; and (iii) underpin Treg orientated performance enhancement. Objective Systematically review available Treg response data in OWS and PBS. Methods An open science framework registered (https://osf.io/v4ags/) systematic literature search was performed using Web of Science, MEDLINE, and SPORTDiscus to identify studies up to September 2024 using a string of key words relating to body temperature and swimming. Data with body temperature measurement during OWS or PBS training and/or competition, in participants of all sporting levels and abilities, were reviewed. Results Sixty-two studies were included ( 43 PBS, 19 OWS, 1 both) with a total of 605 participants (72% male, 27% female, 5% Para-athletes). Twenty-one percent of PBS Treg responses and 63% of OWS responses were collected below the respective World Aquatics (WA) Tw thresholds (PBS: 25°C; OWS: 16°C). Forty-two percent of PBS and no OWS studies were above the WA Tw thresholds (PBS: 28°C; OWS: 31°C). Mild hypothermia (35-36°C; 19% PBS; 63% OWS studies) and hypothermia (<35°C; 9% PBS; 42% OWS studies) were evident within studies; 39 of 191 OWS participants suffered from mild and/or hypothermia, and no individual data were reported for PBS studies. Mild hyperthermia was evident in 19% of PBS and 16% of OWS studies, individual data was reported for 5 of 414 PBS participants. Conclusions Some reviewed evidence (21% PBS and 63% OWS: WA Tw thresholds) lacked external validity to competition mandated Tw's. Prevalence of mild-hypothermia/hypothermia and mild hyperthermia was evident within competition mandated Tw's. Characterising Treg responses (using continuous, ingestible methods) in competition-relevant Tw's (with increased female and Para-athlete representation) are necessary towards mitigating in-race Treg illness/risk and drop-outs (OWS) and informing Treg performance optimisation strategies (PBS and OWS).

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.003
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.059
GPT teacher head0.387
Teacher spread0.328 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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