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Record W4322490088 · doi:10.3138/jmvfh-2022-0046

Critical intercession for non-religious Canadian Veterans on the intersections of moral injury, religion, and spirituality

2023· article· en· W4322490088 on OpenAlexaffvenueabout
Walter Callaghan

Bibliographic record

VenueJournal of Military Veteran and Family Health · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Spirituality, and Psychology
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsSpiritualityMoral injuryPsychologyHarmContext (archaeology)Service memberSocial psychologyPsychological resilienceService (business)CriminologyMilitary personnelPolitical scienceMedicineLawHistory

Abstract

fetched live from OpenAlex

With the growing acceptance of the concept of moral injury, there has been increasing interest in the role religion and spirituality play in the risk for, experience of symptoms of, and potential treatment for this form of posttraumatic-stress-related psychological distress. Although many studies indicate the potential for religion and spirituality to contribute to the understanding and treatment of moral injury, it is important to note that this predominantly U.S.-based research tends to naturalize American Christian conceptualizations of religion, frequently conflating religion and spirituality in the process. A key question is whether this culturally specific form of religiosity is applicable to Veterans and military service members who are non-American, non-Christian, polytheistic, or even secular or atheist. On the basis of observations made during long-term ethnographic research with Canadian Veterans, this article amplifies concerns voiced by Veterans that should be considered when applying an American Christian conceptualization of religion and spirituality to non-American, non-Christian individuals or contexts. This intercession draws attention to the possibility that applying ideas of religion and spirituality may not only have limited benefit in the Canadian context, but that it could also create barriers to care and even further harm to non-religious individuals experiencing moral injury.

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)0.002
metaresearch head score (Gemma)0.007
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 score0.140
Threshold uncertainty score0.326

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0210.009
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0020.007
Insufficient payload (model declined to judge)0.0050.000

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 head0.070
GPT teacher head0.405
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 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

Citations4
Published2023
Admission routes3
Has abstractyes

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