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Record W7132952955

Bridging the Gap: Exploring the Treatment Experiences of Children and Youth with Medulloblastoma

2022· dissertation· W7132952955 on OpenAlexaff
Jami-Leigh Anne Sawyer

Bibliographic record

VenueTSpace · 2022
Typedissertation
Language
FieldMedicine
TopicChildhood Cancer Survivors' Quality of Life
Canadian institutionsVector Institute
Fundersnot available
KeywordsMedulloblastomaLimitingSocial isolationIsolation (microbiology)Bridging (networking)Pediatric cancer
DOInot available

Abstract

fetched live from OpenAlex

Diagnosis and treatment of childhood cancer can be an exceptionally difficult and stressful experience for children and their families. Of all childhood cancers, brain tumours are the second most common, with medulloblastoma the most frequently occurring malignant brain tumour among children. Very aggressive and difficult to cure, medulloblastoma warrants unique and intensive treatment Protocol SJMB03 which typically combines surgery, radiation, and chemotherapy, including high dose chemotherapy with autologous stem cell rescue. During treatment, children and youth are usually required to stay in a protective isolation room in hospital to guard against infections. Visiting policies are strict, typically limiting visitors to parents or caregivers only. Children are unable to see peers in person during this period, which can last from weeks to many months. To address this ethically complex issue, the overall goal of this dissertation is to give voice to children and youth treated with this protocol in order to better understand their experiences. To meet this goal, the objectives of this dissertation are to explore: 1) how children and youth diagnosed with medulloblastoma and treated with protocol SJBM03 perceive the experience of protective isolation in hospital; 2) the social and academicimplications of their treatment experience; 3) children and youths’ use of cyber technologies to bridge communication with peers during treatment; 4) children and youths’ knowledge of and experience with traditional bullying and cyber bullying; and 5) the experience of returning to school following completion of this treatment protocol. This dissertation provides findings that are timely and significant, as the COVID-19 pandemic has highlighted the moral and ethical responsibility to better understand and address the impact of isolation for children and families. Considerations for hospital and school social workers to promote relationships and connection, while facilitating a smooth transition as these vulnerable children and youth return to school are included.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0080.006
Scholarly communication0.0060.005
Open science0.0010.007
Research integrity0.0020.006
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.045
GPT teacher head0.334
Teacher spread0.288 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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