Mattering perception, work engagement and its relation to burnout amongst nurses during coronavirus outbreak
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
AIM: To assess the mattering perception, feelings of burnout and work engagement amongst nurses during coronavirus outbreak. DESIGN: Cross-sectional research design. METHODS: It conducted at Zagazig fever hospital and chest hospital on 280 nurses. A self-administered questionnaire containing four parts; characteristics, mattering at Work Scale, Burnout scale and Engagement scale. RESULTS: The present study reported that more than half of studied nurses had moderate mattering level and more than one-quarter of them had low mattering. More than two-fifth of studied nurses had moderate level and slight less than one-third of them had low engagement. More than two-fifth of studied nurses had moderate level of burnout, whilst slight less than one-third of them had high burnout, and one-quarter of them had low burnout.
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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 | 0.000 | 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) | 0.001 | 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 it