ArticleInternational journal of environmental research and public health2021
Accuracy of Algorithm to Non-Invasively Predict Core Body Temperature Using the Kenzen Wearable Device.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
14 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Investigation of the usage of machine learning to explore the impacts of climate change on occupational health: a systematic review and research agenda.Frontiers in public health · 2025Pooled it
- Wearable Sensor Technology to Predict Core Body Temperature: A Systematic Review.Sensors (Basel, Switzerland) · 2022Pooled it
- From Sensors to Systems: Real-Time Human Performance and Health Monitoring.Sensors (Basel, Switzerland) · 2026Article
- Data-driven estimation of core body temperature during physical activity under heat exposure: A systematic review and standardized evaluation.Building and environment · 2026Review
- A Comprehensive Review of Non-Invasive Core Body Temperature Measurement Techniques.Sensors (Basel, Switzerland) · 2026Review
- Reliability of achieving target dehydration levels using a portable infrared sauna protocol in healthy young adults.Journal of the International Society of Sports Nutrition · 2025Article
- A digital heat early warning system for older adults.NPJ digital medicine · 2025Article
- Analysis of the Climate Impact on Occupational Health and Safety Using Heat Stress Indexes.International journal of environmental research and public health · 2025Article
- The challenges and promise of sweat sensing.Nature biotechnology · 2024Review
- External auricle temperature enhances ear-based wearable accuracy during physiological strain monitoring in the heat.Scientific reports · 2024Article
- Review
- Comparison of Slate Safety Wearable Device to Ingestible Pill and Wearable Heart Rate Monitor.Sensors (Basel, Switzerland) · 2023Article
- A Novel Non-Invasive Thermometer for Continuous Core Body Temperature: Comparison with Tympanic Temperature in an Acute Stroke Clinical Setting.Sensors (Basel, Switzerland) · 2022Article
- A Heart Rate Based Algorithm to Estimate Core Temperature Responses in Elite Athletes Exercising in the Heat.Frontiers in sports and active living · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With climate change increasing global temperatures, more workers are exposed to hotter ambient temperatures that exacerbate risk for heat injury and illness. Continuously monitoring core body temperature (T
Indexed as
Identifiers
What OpenQuestion holds
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.