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Record W4402972707 · doi:10.1016/j.echu.2024.08.001

Library as a Therapeutic Landscape Promoting Health and Well-Being to Chiropractic Students: A Descriptive Report

2024· article· en· W4402972707 on OpenAlexaffabout
Natalia Tukhareli

Bibliographic record

VenueJournal of Chiropractic Humanities · 2024
Typearticle
Languageen
FieldPsychology
TopicDigital Mental Health Interventions
Canadian institutionsCanadian Memorial Chiropractic College
Fundersnot available
KeywordsChiropracticMedicineDescriptive researchAlternative medicineFamily medicineMedical educationSociologyPathologySocial science

Abstract

fetched live from OpenAlex

Objective: The purpose of this paper is to describe a bibliotherapy-based wellness initiative that was developed at the health science library at Canadian Memorial Chiropractic College. Methods: A comprehensive literature review and consultations with stakeholders were completed. A bibliotherapy program, which included the practice of using books and reading to promote mental health, well-being, and resilience for chiropractic students, was developed and launched in January 2020. The program included shared reading, reflection, and a guided group discussion. Short readings of various genres (i.e., poetry, fiction, nonfiction) were tailored specifically to address psychological, emotional, and social challenges facing students. Results: The program participant feedback showed that shared reading helped students cope with anxiety, worries, and loneliness and isolation caused by the pandemic, as consistent with bibliotherapy research. Conclusion: The bibliotherapy program at this 1 location seemed to be well-received by chiropractic students. The program was recognized by faculty and college administrators as a valuable addition to other mental health and wellness support services available on campus. These findings suggest future research to evaluate the potential efficacy of bibliotherapy for the mental health, well-being, and resilience of chiropractic students.

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)0.004
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 score0.008
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.006
Science and technology studies0.0040.001
Scholarly communication0.0040.002
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.056
GPT teacher head0.400
Teacher spread0.344 · 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

Citations2
Published2024
Admission routes2
Has abstractyes

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