Management of Irritant Contact Dermatitis and Peripherally Inserted Central Catheters
Bibliographic record
Abstract
Cutaneous skin changes are common in patients undergoing treatment for cancer. However, changes in central line care, maintenance practices, and chemotherapy protocols in the early 2000s may have led to the development of a common problem of irritant contact dermatitis (ICD) at peripherally inserted central catheter (PICC) insertion sites. Repeated exposure to chlorhexidine gluconate topical antiseptic solution, used in the general dressing care and maintenance with PICCs, may be the leading contributor to the development of ICD at the insertion site. A number of additional factors theoretically contribute to the development of ICD at the PICC insertion site in patients receiving chemotherapy. In this article, ICD will be defined, incidence and potential risk factors will be identified, and diagnostic framework will be explored; in addition, pathophysiology, onset, presentation, evaluation, and differential diagnosis of ICD at PICC sites will be analyzed. Finally, a synopsis of three different treatment approaches from healthcare facilities in Canada as well as implications for nursing practice and research will be presented.
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".