Priorities for Adult Cancer Nursing Research
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
Two Delphi surveys have been conducted during the past 20 years to identify cancer nursing research priorities; one in the United States and one in Canada. Sir Charles Gairdner Hospital, the State Cancer Referral Centre in Western Australia, undertook a replication of this Delphi survey to identify nursing research priorities for adult cancer nursing. The aim of this replication was to identify possible changes in priorities and account for cultural difference in the healthcare systems. A total of 45 responses were received from the first Delphi round and 30 from the second. The top ten priorities identified by this sample were different from those identified in prior studies. The top ranked research topic was "What strategies would be most helpful in allowing nurses time to provide emotional support to cancer patients and carers?" These results may stimulate discussion and re-assessment of research priorities in other adult cancer care settings.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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