Évaluation de la contamination de surface par trois antinéoplasiques dans une clinique externe d’oncologie
Bibliographic record
Abstract
Deux études multicentriques de surveillance environnementale aux antinéoplasiques dans les établissements de santé québécois ont été réalisées par l’Unité de recherche en pratique pharmaceutique en 2008 et 2012. L’étude la plus récente a montré que la concentration d’antinéoplasiques mesurée sur les surfaces avait diminué de façon importante. Dans la foulée de ce programme de surveillance, des mesures supplémentaires ont été réalisées dans la clinique externe d’oncologie de notre centre. Deux des douze prélèvements réalisés sur les comptoirs de la clinique externe se sont avérés positifs au méthotrexate. Aucun prélèvement positif n’a été obtenu pour le cyclophosphamide ou l’ifosfamide.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".