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Record W4405637919 · doi:10.1002/jts.23115

Royal Canadian Mounted Police cadets’ exposure to potentially psychologically traumatic events during the Cadet Training Program

2024· article· en· W4405637919 on OpenAlexafffundabout
Katie L. Andrews, Kirby Q. Maguire, Laleh Jamshidi, Tracie O. Afifi, Jolan Nisbet, Robyn E. Shields, Taylor A. Teckchandani, Gordon J. G. Asmundson, Alain Brunet, Lisa M. Lix, Shannon Sauer‐Zavala, Jitender Sareen, Terence M. Keane, J. Patrick Neary, R. Nicholas Carleton

Bibliographic record

VenueJournal of Traumatic Stress · 2024
Typearticle
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsMcGill UniversityDouglas CollegeUniversity of ManitobaUniversity of Regina
FundersGovernment of CanadaUniversity of ReginaRoyal Canadian Mounted PoliceU.S. Department of Justice
KeywordsCadetMental healthPsychiatryMedicineOccupational safety and healthInjury preventionPsychologyPoison controlMedical emergency

Abstract

fetched live from OpenAlex

Lifetime exposures to potentially psychologically traumatic events (PPTEs) among Royal Canadian Mounted Police (RCMP) cadets starting the Cadet Training Program (CTP) appear lower than exposures reported by serving RCMP, but the prevalence of PPTE exposures during the CTP remains unknown. The current study assessed PPTE exposures during the CTP and examined associations with mental disorders among RCMP cadets. Participants were cadets (n = 449, 24.7% women) from the larger RCMP Longitudinal Study who self-reported critical incidents, PPTE exposures, and mental health disorder symptoms at pretraining and predeployment. Most participants reported no exposures to a PPTE (n = 374, 83.3%) during the CTP. Participants who reported any PPTE exposure (n = 75, 16.7%; i.e., direct or indirect) most commonly reported serious transport accidents, physical assault, and sudden accidental death. The most common direct PPTEs (i.e., "happened to me") during the CTP were physical assault (n = 13), other unwanted or uncomfortable sexual experience (n = 11), and serious transportation accident (n = 8). The total number of PPTE types reported at predeployment was associated with increased odds of screening positive for any mental health disorder, aOR = 1.22, 95% CI [1.01, 1.49], p = .049, and positively associated with mental health disorder symptoms, ps < .001. These results provide the first assessment of PPTE exposure among RCMP cadets during the CTP, indicating that 16.7% of cadets experience PPTEs directly or indirectly. The PPTEs reported by cadets may help inform additional opportunities to further increase safety during training.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.888
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.080
GPT teacher head0.405
Teacher spread0.325 · 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.

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

Citations0
Published2024
Admission routes3
Has abstractyes

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