Validity Of A Humidity Ramp Protocol For Identifying Environmental Limits Of Human Thermoregulatory Compensability
Bibliographic record
Abstract
Recent work suggests that environmental limits for human thermoregulatory compensability occur at <32 °C wet bulb temperature (Tw), considerably lower than the theorized 35 °C threshold. Newly proposed empirical limits were estimated from Tw at the point of core temperature inflection in young adults exposed to ramping air temperature (Ta) or relative humidity (RH). Despite their growing use, however, the validity of ramp protocols has not been established. PURPOSE: We assessed whether heat balance and stable core temperature (compensability) are achieved below but not above the core temperature inflection point. METHODS: Twelve adults (3 females, median (IQR) age: 28 (25-31) yrs) completed a ramp protocol in which Ta was held at 42 °C while RH was increased 3% every 10 min (28 to 70%). The critical Tw for compensability was estimated from the esophageal temperature inflection point. Participants then completed 3 randomized exposures on separate days. In two of these, participants rested in 42 °C Ta while Tw was increased to and then held at ~1.3 °C (~6% RH) above or below their predetermined critical value (TAbove and TBelow). The third was a control condition (28 °C Ta, 35% RH). Exposure continued until participants requested to stop, rectal temperature (Tre) exceeded 39.2 °C, or 9 h elapsed. RESULTS: The critical Tw was ~32.3 °C (51% RH), producing TAbove of ~33.7 °C (57% RH) and Tbelow of ~30.9 °C (45% RH). Nine participants did not complete TAbove and 1 did not complete TBelow. Peak Tre was 39.2 (39.0-39.2)°C in TAbove, 38.2 (37.9-38.4)°C in TBelow , and 37.2 (37.2-37.4)°C in control. Tre rose continuously by 0.3 °C/h [95%CI: 0.3, 0.4] and 0.1 °C/h [0.0, 0.1] in TAbove and TBelow, respectively (P ≤ 0.01), but was stable in control (0.0 °C/h [-0.1, 0.1]; P = 0.17). In TAbove and TBelow, participants also exhibited continual rises in skin temperature (0.3 °C/h [0.2, 0.4] and 0.1 °C/h [0.0, 0.2]) and heart rate (6 bpm/h [4, 8] and 4 bpm/h [2, 7]; P ≤ 0.01). CONCLUSION: Core temperature inflection clearly demarcated the ambient conditions above which heat balance cannot be achieved and severe hyperthermia rapidly develops. Below this threshold, stable body temperatures were not achieved, though rates of rise were slower than in Tabove. Our findings suggest that ramp protocols overestimate the environmental limits for compensability. Natural Sciences and Engineering Research Council of Canada and Mitacs (ClinicalTrials.Gov: NCT05601713)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".