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Record W4307325397 · doi:10.1089/ict.2022.29042.gbe

Examining the Efficacy and Feasibility of a Residential Retreat Program for First Responders and Veterans with Posttraumatic Stress Disorder: A Pilot Study

2022· article· en· W4307325397 on OpenAlexaff
Graham Bettes, Pouria Saffaran, Wendy Walker, Shawn Bennett, Ken Beaudette, Jaan Reitav, Celeste Thirlwell

Bibliographic record

VenueIntegrative and Complementary Therapies · 2022
Typearticle
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsCanadian Sleep & Circadian NetworkUniversity of TorontoSafran Electronics (Canada)Regional Municipality of NiagaraToronto Sleep InstituteCanadian Memorial Chiropractic College
Fundersnot available
KeywordsPosttraumatic stressChecklistMedicineRandomized controlled trialExposure therapyPilot programClinical psychologyPsychiatryPsychologyAnxiety

Abstract

fetched live from OpenAlex

Background: Veterans and first responders suffering from posttraumatic stress disorder (PTSD) often report having difficulties with treatment adherence and exhibit high rates of dropout. To address these issues, previous studies have implemented the use of residential retreat programs, in the populations of interest. However, previous studies have mostly utilized trauma-centered therapy methods, which are accompanied by their challenges and trade-offs. To rectify this, the Learn to Live residential retreat program was formulated, which incorporates non-trauma-centered methods to improve PTSD symptom manifestation and management. Methods: Twenty-one participants registered for the five-day residential retreat program and attended the first day of the program. The primary objective of the pilot trial was to determine the feasibility of the protocol in terms of retention rates and subjective efficacy of the program. Secondarily, the authors sought to examine the potential impact of the program on PTSD symptom manifestation measured by the PTSD Checklist for DSM-5. Results: Of the 21 participants attending the first day of the program, 19 completed all five days. Eighteen participants who finished the program reported finding the program helpful and being willing to recommend the program to others. Similarly, symptoms of PTSD showed statistically significant improvements at a one-month follow-up ( V (17) = 152, P < 0.001), with 12 of the 18 participants exhibiting clinically significant improvements. Conclusion: This pilot trial provided preliminary evidence for the feasibility and efficacy of the program. This provides the groundwork for future randomized controlled trials to establish the effectiveness of similar programs for improving PTSD symptoms in veterans and first responders.

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)0.010
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: Non-randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0020.001
Research integrity0.0020.002
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 head0.178
GPT teacher head0.415
Teacher spread0.237 · 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 designNon-randomized trial
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

Citations1
Published2022
Admission routes1
Has abstractyes

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