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Record W4229025944 · doi:10.3390/traumacare2020009

“Putting Down and Letting Go”: An Exploration of a Community-Based Trauma-Oriented Retreat Program for Military Personnel, Veterans, and RCMP

2022· article· en· W4229025944 on OpenAlexaffabout
Lorraine Smith‐MacDonald, Annelies VanderLaan, Zornitsa Kaneva, Melissa Voth, Ashley Pike, Chelsea Jones, Suzette Brémault‐Phillips

Bibliographic record

VenueTrauma Care · 2022
Typearticle
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsThematic analysisCredibilityExperiential learningPsychologyMilitary personnelQualitative researchMedicineSociology

Abstract

fetched live from OpenAlex

(1) Background: Current military members, veterans, and Royal Canadian Mounted Police (RCMP) experience higher rates of posttraumatic stress disorder (PTSD) and moral injury (MI). Trauma-oriented retreats have been offered as a means of addressing these concerns. This article aims to explore the impact of a non-evidence-based trauma-oriented retreat for the above populations experiencing PTSD or MI; (2) Methods: This qualitative study, nested within the larger mixed-methods pre/post longitudinal follow-up study, examined the experiences of 124 military members, veterans, and RCMP who participated in the retreat. Data were collected from semi-structured interviews and first-hand observations of the organization. Analysis was conducted using thematic analysis while being informed by realist evaluation principles; (3) Results: The results showed that important contextual elements were related to participants being ready, having multiple comorbidities and using the program as a first or last resort. Effectual mechanisms included a home-like setting; immersion; credibility of facilitators; experiential learning; an holistic approach; letting go, and reconnecting to self. Outcomes included: re-finding self, symptom management, social connection, and hope for a meaningful life. The gendered analysis suggested less favorable results; (4) Conclusions: Care is warranted as the evidence-base and effectiveness of trauma-oriented retreats yet needs to be established prior to broad use.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.617
Threshold uncertainty score0.935

Codex and Gemma teacher scores by category

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

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 head0.136
GPT teacher head0.404
Teacher spread0.268 · 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 teacher head, 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

Citations2
Published2022
Admission routes2
Has abstractyes

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