Cyclophosphamide Contamination Observed on the External Surfaces of Drug Vials and the Efficacy of Cleaning on Vial Contamination
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
OBJECTIVE: Evaluate contamination on the external surfaces of cyclophosphamide vials available on the Canadian market during storage in pharmacy departments and the efficacy of decontaminating the external surfaces of vials using various cleaning techniques. METHODS: The study consisted of three phases: the quantification of cyclophosphamide on the external surfaces of 10 vials of Procytox and 10 vials of Cytoxan available on the Canadian market with or without prewashing (Phases I and II) and the quantification of cyclophosphamide on the surfaces of 30 deliberately contaminated empty sterile vials cleaned using three different washing techniques (Phase III). The quantification of cyclophosphamide was conducted using ultra performance liquid chromatography with tandem mass spectrometry. RESULTS: In Phase I, we observed that 9 of 10 vials of Procytox and 4 of 10 vials of Cytoxan had traces of cyclophosphamide. The average concentration of cyclophosphamide measured on the vials was higher for Procytox than it was for Cytoxan. In Phase II, we observed that simply by washing vials with water we could effectively eliminate the presence of contamination on 6 of 10 Procytox vials and on 10 of 10 Cytoxan vials. Phase III demonstrated the efficacy of using a cloth soaked in soapy water to clean the contaminated vials. CONCLUSION: This pilot study demonstrates the presence of contamination on the external surfaces of cyclophosphamide vials from two manufacturers on the Canadian market. It suggests that cleaning vials from manufacturers and wholesalers may help to reduce the risk of occupational exposure. There is a need for a pilot study to establish guidelines on decontamination agents and cleaning process to eliminate the presence of contamination on vial surfaces.
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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 | 0.003 | 0.004 |
| 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 | 0.001 |
| 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 it