Bibliographic record
Abstract
The pulmonary system can maintain arterial blood gas homeostasis during exercise in healthy, young adults. However, some endurance athletes demonstrate a significant reduction in arterial oxygenation during exercise, a phenomenon termed exercise-induced arterial hypoxemia (EIAH). EIAH has been previously observed in young adults, and male masters athletes but there are no reports of gas exchange impairment in female masters athletes. It was hypothesized the majority of female masters athletes will develop EIAH during submaximal, near maximal, and maximal treadmill exercise. Pulmonary function was assessed followed by an incremental exercise test to determine maximal O2 uptake (V̇O2max). Participants were instrumented with a radial arterial catheter, an oesophageal balloon-tipped catheter, and temperature probe. Arterial samples were drawn while participants exercised at 60-70, 75, 90-95, and 100% V̇O2max for 2-4 minutes. Participants (n=6, 48-57 years) had an average V̇O2max of 47±2 ml/kg/min (range 40-55 ml/kg/min, 135-186% predicted). During submaximal, near maximal, and maximal exercise the arterial partial pressure of O2 (PaO2) decreased from rest by 14±2 mmHg (range 6-21), 13±4 (range -6-24), and 11±7 mmHg (range -7-21), respectively. The arterial partial pressure of CO2 (PaCO2) decreased from rest by 1.8±1 mmHg (range -2-6), 4±1 mmHg (range 0.3- 8), and 5±2 mmHg (range 2-5) at submaximal, near maximal, and maximal exercise, respectively. There was a reduction in oxyhemoglobin saturation 2.5± 0.3% (range 1.9-3.4) and arterial O2 content 1.2± 0.2 mL O2/100 mL of blood (range 0.7-1.8) at all intensities. Participants with a minimal change to PaCO2 tended to have a greater reduction in PaO2 (r = -0.85, R2 = 0.73, p< 0.05). The alveolar to arterial oxygen (A-aDO2) gradient increased during submaximal (range 7-34 mmHg), near maximal (range 7-47 mmHg) and maximal (range 7-48 mmHg) exercise. The decrease in PaO2 and increased A-aDO2 gradient indicates an inadequate ventilatory response to exercise. There was no relationship between V̇O2max and PaO2. These results suggest that female masters athletes develop EIAH at submaximal and maximal exercise intensities and a high level of aerobic fitness is not a requisite for the development of EIAH.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".