Investigating and comparing the patients’ and staff's perspectives on the usefulness of a head and neck radiotherapy patient education booklet
Bibliographic record
Abstract
Abstract Introduction Printed patient education material enhances verbal patient teaching. ‘Starting radiation therapy: helpful tips for patients with head and neck cancer’ is a booklet that facilitates head and neck (H&N) cancer patients’ orientation to the study hospital. This study examined and compared patients’ and staff's opinion on the distribution and usefulness of this booklet. Methods Patients starting radiotherapy treatment to their H&N cancer, and staff involved in their care, were recruited. A survey was designed to collect responses from both cohorts. Results Of the patients, 94% received the booklet before their first radiotherapy treatment. Of the staff, 67% referred to this booklet during patient education. Most patients (98%) found that the booklet increased their awareness of hospital and community services. Both groups indicated list of services and telephone number to be the most useful chapter. The staff suggested having this booklet available in different languages. Conclusion This booklet was useful as an orientation tool for the patients to navigate the hospital system. Patients and staff have similar opinion regarding the most useful sections in the booklet. Further studies needs to be conducted to validate the need of having this booklet available in other languages.
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How this classification was reachedexpand
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 | 0.002 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".