Occupational Health and Infection Control Practices Related to Severe Acute Respiratory Syndrome: Health Care Worker Perceptions
Bibliographic record
Abstract
The spread of severe acute respiratory syndrome (SARS) in 2003 was largely driven by hospital-associated transmission where health care workers experienced the largest burden of disease. In attempting to improve occupational health and infection control procedures to prevent occupationally acquired infections in health care workers, it is important to examine the perceptions of those workers who are expected to adhere to specific policies. The authors conducted 15 focus groups of health care workers representing seven different job classifications in two Canadian provinces where SARS outbreaks occurred in 2003 using a theoretical framework which divided factors associated with self-protective behaviour at work into organizational, environmental, and individual factors. Content analysis of these discussions revealed that workers placed more importance on organizational factors than environmental and individual factors. The results are similar to those of a recently completed literature review of this subject, and should be considered when developing new occupational health initiatives to protect health care workers from existing or emerging respiratory tract infections.
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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 | 0.001 | 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 | 0.001 |
| 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".