Educational intervention in the management of acute procedure-related wound pain: a pilot study
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: This report describes the pilot testing of an educational intervention to manage acute pain associated with wound care in an outpatient clinic. The intervention included essential elements of pain education identified in the acute pain literature: provision of information; pain measurement; establishing expectations; treatment planning; teaching environment. METHOD: The intervention was tested on five patients attending a wound clinic for scheduled treatment. Patients were aged 65 years or older and had a history of experiencing pain during treatment procedures such as dressing changes and debridement. Before the intervention, the study nurse gave the patients information about the procedure, discussed strategies they could use to make it as comfortable as possible, and explained how they could use a rating scale to denote any physical and emotional distress. RESULTS: All patients used the intervention strategies. Three out of five reported reduced pain and/or distress following the intervention. CONCLUSION: The pilot study supported the use of education as a pain control strategy in wound care and illuminated key methodological issues for further research on this topic.
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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 | 0.001 | 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