Critical appraisal of the hazardous medication personal protective equipment guide for health care workers in a supportive living setting
Bibliographic record
Abstract
Background and Purpose: Health care workers caring for adults in the Supportive Living setting (SLS) are at risk for exposure to hazardous medications. To control workers’ exposure, Alberta Health Services developed the Hazardous Medication Personal Protective Equipment Guide and List (the Guide). The overall goal of this practicum was to conduct a critical appraisal of that Guide with recommendations for future implementation and evaluation. Methods: Three methods of data collection were used to inform the critical appraisal: a comprehensive review of the literature, consultations with key informants, and an environmental scan of hazardous medication management resources. Results: A critical appraisal of the Guide using the Appraisal of Guidelines for Research and Evaluation (AGREE II) Instrument showed that it was a high quality clinical practice guideline. Conclusion: The Guide is recommended for use in the supportive living setting, with minor modifications in the Applicability and Editorial Independence domains.
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 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 | 0.263 | 0.537 |
| Meta-epidemiology (narrow) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.004 | 0.004 |
| Bibliometrics | 0.017 | 0.008 |
| Science and technology studies | 0.006 | 0.007 |
| Scholarly communication | 0.009 | 0.006 |
| Open science | 0.007 | 0.007 |
| Research integrity | 0.007 | 0.009 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".