Development of an Evidence-Based List of Non-Antineoplastic Vesicants
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
Infiltration of a vesicant, called extravasation, can result in severe patient injuries. Recognition of vesicants and their relative risk of injury is essential to extravasation prevention, early recognition, and appropriate treatment. In this article, the Vesicant Task Force (VTF) updates the previously published Infusion Nurses Society (INS) vesicant list from 2017. The 2024 INS list diverges from earlier vesicant lists, such as the 2017 VTF list, by adopting a risk stratification approach based upon documented patient outcomes, in contrast to the reliance on expert consensus or only surrogate risk indicators, such as pH and osmolarity. The methodology used to create the updated list is explained, and the criteria for high- and moderate-risk vesicants and cautionary vesicants are defined.
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.
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 | 0.000 | 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) | 0.000 | 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