Workplace noise exposure: Effects on cognition and psychological well-being linked to serum glycogen synthase kinase-3 beta (GSK-3ß) levels
Bibliographic record
Abstract
Noise is an inevitable part of life, particularly in the workplace. Our goal was to determine psychological and cognitive morbidities associated with occupational noise exposure and their relation to serum GSK 3β. We recruited 80 male workers in a cross-sectional design ; 40 were the exposed group, and 40 were the control. Arabic version of the depression, anxiety, and stress scale (DASS 21), Montreal Cognitive Examination Basic (MoCA B) test, and serum GSK 3β were done for the studied groups. Noise-exposed workers were subjected to noise levels ranging from 80 to 86 dB. 37.5% of the exposed group showed statistically significant mild cognitive impairment compared to 15% of the controls. A statistically significant negative correlation existed between MoCA scores and noise exposure duration among the exposed. Serum GSK 3β levels were significantly higher among the exposed group compared to the control group . Additionally, workers with more severe psychological distress and cognitive deterioration also had higher levels of GSK 3β. Occupational noise exposure could negatively affect the cognitive and psychological health .
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 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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 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".