Stories from Cancer Camp: Tales of Glitter and Gratitude
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
Each year in Canada, approximately 1400 children and adolescents under the age of 20 are diagnosed with cancer. It is well recognized that childhood cancer affects the entire family, and innumerable challenges accompany this diagnosis. In recognition of the challenges that accompany this disease, cancer camps started in the 1970s to help children and their families escape the rigidity and severity of cancer treatment. Very little is known about how camps affect these families, and to that end, a philosophical hermeneutic study was conducted to understand the meaning of children’s cancer camps for the child with cancer and the family.  Six families were interviewed to bring understanding to this topic, and while the research included findings related to the concept of play, fit and acceptance, grief, and community, this paper will detail the finding related to storytelling and the reshaping of experiences that happens by virtue of being at camp.Â
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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