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Record W2994428882 · doi:10.1089/jayao.2019.0108

Trekstock Meet & Move: The Impact of One-Day Health and Well-Being Events for Young Adults with Cancer

2019· article· en· W2994428882 on OpenAlexaff
Gemma Pugh, Anika Petrella, Abigail Fisher, Jemima Reynolds, Sophie Epstone

Bibliographic record

VenueJournal of Adolescent and Young Adult Oncology · 2019
Typearticle
Languageen
FieldMedicine
TopicChildhood Cancer Survivors' Quality of Life
Canadian institutionsUniversity of Toronto
FundersCancer Research UK
KeywordsWorryMedicineFeelingMoodYoung adultCancerPhysical activityPhysical therapyConfidence intervalPsychosocialGerontologyPsychiatryPsychologyAnxietyInternal medicineSocial psychology

Abstract

fetched live from OpenAlex

Purpose: To evaluate the impact of a series of one-day events delivered by Trekstock, a charity supporting young adults with cancer in the United Kingdom. Methods: Data on physical activity, mood, perceived support, self-efficacy, and confidence to be active were collected at three time points: before, after, and 2 weeks following the Meet & Move events. Results: Ninety-seven young adults with cancer (mean age: 29 years, 35% still receiving active treatment) attended a Trekstock Meet & Move event and participated within the evaluation. Baseline data demonstrated that before attending a Meet & Move event, 27% ( n = 23) of young adults reported feeling their cancer excluded them from engaging in exercise, 44% ( n = 37) reported concern that exercise will cause pain or injury, and only 38% ( n = 32) knew what exercise they could do. Data collected post-event and at follow-up indicated that Meet & Move had a positive impact upon attendees' self-efficacy and confidence to be active with more than half reporting they felt inspired after attending. There was also a significant reduction in reported worry that exercise may cause pain or injury and reported perception of feeling left out of exercise because of cancer ( p < 0.05). Following engagement in the Meet & Move events, 45% of attendees had either signed up for an additional Trekstock physical activity program or initiated engagement in a new type of physical activity on their own. Conclusion: Trekstock Meet & Move events inspire and motivate young adults with cancer in their 20s and 30s to be active.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.019
GPT teacher head0.354
Teacher spread0.335 · 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 designObservational
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

Citations5
Published2019
Admission routes1
Has abstractyes

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