Nursing and music: Considerations of Nightingale’s environmental philosophy and phenomenology
Bibliographic record
Abstract
A philosophy of nursing is to express our considered opinion on what we believe to be true about the nature of the profession of nursing and provide a basis for nursing activities. It affirms the ethical values that we hold as fundamental to our practice. For many of us in nursing, our philosophy derives from Nightingale and phenomenology. We believe Nightingale and phenomenology are uniquely placed within nursing philosophies, to assist the nurse to understand the use of music within a holistic, caring-healing paradigm, as nursing continues to adapt and evolve in the 21st century. This article proposes that both Nightingale's environmental philosophy and phenomenology are excellent intellectual and practice frameworks for nurses to consider music-based interventions for older adults who experience dementia. The potential outcome is an enhanced understanding of the well-being of this vulnerable group of older persons.
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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 | 0.022 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.009 | 0.069 |
| Scholarly communication | 0.011 | 0.013 |
| Open science | 0.003 | 0.008 |
| Research integrity | 0.005 | 0.006 |
| 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".