Evidence map›Paper›PMID 42101749›Full record

Observational studyJournal of clinical monitoring and computing2026

Clinical agreement and physiological relevance of the zero-heat-flux temperature measurement in trauma patients during operating room resuscitation.

Jiyoung Lee, Hyoeun Ahn, Hye-Min Sohn, Seung Ho Song, In Kyong Yi

Registry-linked trialAbstract readObservational Study
In one paragraph

Observational study in Journal of clinical monitoring and computing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05770830 (Correlation Between Esophageal Temperature and Skin Temperature Measured by 3M™ Bair Hugger™ in Trauma Patients), which is not on this 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.

NCT05770830 completednot on this map

Correlation Between Esophageal Temperature and Skin Temperature Measured by 3M™ Bair Hugger™ in Trauma Patients

TypeobservationalSponsorAjou University School of MedicineRan2021 to 2022Enrolled54ConditionsCore Temperature, TraumaArmsEsophageal temperature, Skin core temperature
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

5 authors.

Jiyoung LeeDepartment of Anesthesiology and Pain Medicine, CHA Bundang Medical Center, CHA University, 59 Yatap-ro, Bundang-gu, Seongnam, 13496, Korea.
Hyoeun AhnDepartment of Anesthesiology and Pain Medicine, Ajou University School of Medicine, 164, World cup-ro, Yeongtong-gu, Suwon, 16499, South Korea.
Hye-Min SohnDepartment of Anesthesiology and Pain Medicine, Ajou University School of Medicine, 164, World cup-ro, Yeongtong-gu, Suwon, 16499, South Korea.
Seung Ho SongDepartment of Anesthesiology and Pain Medicine, Ajou University School of Medicine, 164, World cup-ro, Yeongtong-gu, Suwon, 16499, South Korea.
In Kyong YiDepartment of Anesthesiology and Pain Medicine, Ajou University School of Medicine, 164, World cup-ro, Yeongtong-gu, Suwon, 16499, South Korea. lyrin01@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHypothermia is common in trauma patients and related to increased mortality; therefore, monitoring of core temperature is important. Conventional measuring methods have limitations in trauma setting. The 3 M™ Bair Hugger™ Temperature Monitoring System provides noninvasive zero-heat-flux temperature but has not been evaluated in trauma patients.

methodsThis retrospective study included trauma patients who were monitored with esophageal and ZHF temperature monitoring during operating room resuscitation between January to October 2021 at a level I trauma center. Patients with severe facial or head trauma were excluded. Temperature data, automatically recorded every 5 min, were analyzed using Bland-Altman analysis and Lin's concordance correlation with correction for repeated measurement.

resultsA total of 54 patients (mean Injury Severity Score 27.2 ± 14.8) and 1,737 paired measurements were analyzed. Mean bias was - 0.22 °C (95% limits of agreement [LOA], - 1.30 to 0.85 °C; p < 0.001), indicating that esophageal temperature was slightly lower than zero-heat-flux temperature. Lin's concordance correlation coefficient was 0.759 (95% CI, 0.674-0.825), showing moderate agreement. After excluding hypothermic values (< 34 °C), 1,591 paired measurements remained. Bias was - 0.23 ± 0.45 °C (95% LOA, - 1.11 to 0.65 °C), and concordance improved to 0.846 (95% CI, 0.716-0.864).

conclusionZeto-heat-flux temperature measured by the 3 M Bair Hugger system shows moderate agreement with esophageal temperature, with improved precision when extreme hypothermia is excluded. Although not interchangeable, it may serve as a safe, noninvasive option for trend monitoring in emergency trauma surgery.

trial registrationNCT05770830 (ClinicalTrials.gov).

Indexed as

Body TemperatureMonitoring, IntraoperativeOperating RoomsResuscitationWounds and InjuriesAdultAgedEsophagusFemaleHumansHypothermiaInjury Severity ScoreMaleMiddle AgedMonitoring, PhysiologicReproducibility of ResultsCore temperatureEsophageal temperatureHypothermiaTraumaZero-heat-flux

Identifiers

PMID42101749
PMCPMC13391676

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Registered trials

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.