Discovering community music therapy in practice: Case reports from two Ontario hospitals
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
Abstract Music therapy holds a particularly valuable place in providing holistic health care, and medical settings are well suited to a community music therapy (CoMT) model of practice. As medicine continues to shift its focus to become preventative, health-promoting and patient-centred, the presence of live music in hospital environments can contribute to valuable collaborative relationships between members of the community who might not otherwise meet, while impacting and addressing patient wellness as well as patient illness. CoMT is a model music therapists are practicing within to focus on improving quality of life in a variety of domains for patients and families in various healthcare settings. This article explores two distinct community case reports from Ontario, Canada, in which an emerging CoMT practice fostered therapeutic collaborative relationships. Background information is provided on music therapy, performing, interdisciplinary health care and CoMT in context and action.
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 | 0.005 | 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 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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