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Record W4200504809 · doi:10.31234/osf.io/2bcdw

Addressing Co-occurring Suicidal Thoughts and Behaviors and Posttraumatic Stress Disorder in Evidence-Based Psychotherapies for Adults: A Systematic Review

2021· review· en· W4200504809 on OpenAlexaff
David C. Rozek, Shelby N. Baker, Kelsi F. Rugo, Victoria L. Steigerwald, Lauren M. Sippel, Ryan Holliday, Erika M. Roberge, Philip Held, Natalie Mota, Noelle B. Smith

Bibliographic record

Venuenot available
Typereview
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsUniversity of ManitobaManitoba Health
Fundersnot available
KeywordsClinical psychologyPsychologyPsychiatryPosttraumatic stressSystematic reviewSuicide preventionCognitive processing therapyCognitionPoison controlMedicineCognitive therapyMEDLINEMedical emergency

Abstract

fetched live from OpenAlex

Posttraumatic stress disorder (PTSD) is a well-established risk factor for suicidal thoughts and behaviors. Historically, guidelines for treating PTSD have recommended against the use of trauma-focused therapies with patients who are high-risk for suicide likely due to concerns about potential suicide-related iatrogenesis, specifically the “triggering” of suicidal behaviors. This systematic review examines evidence for the impact of treatments specifically designed to treat PTSD or suicide on both PTSD- and suicide-related outcomes. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were followed and a total of 33 articles met full inclusion criteria, of which 23 examined PTSD treatments, 4 examined suicide-focused treatments, and 6 examined combined treatments. PTSD and combined treatments reduced both PTSD- and suicide-related outcomes, with most studies examining Cognitive Processing Therapy or Prolonged Exposure. Suicide-focused treatments (e.g., cognitive therapies for suicide prevention) also reduced suicide-related outcomes, but findings were mixed for their impact on PTSD-related outcomes. Overall, PTSD treatments had the most support, primarily due to a larger number of studies examining their outcomes. This supports current clinical guidelines, which suggest utilizing PTSD treatments for individuals at risk for suicide and who have PTSD. Suicide-focused and combined treatments also appeared to be promising formats although additional research is needed. Future research should seek to compare the effectiveness of the approaches to the treatment of PTSD and suicidal thoughts and behaviors concurrently, as well as to inform guidelines aimed at supporting decisions about the selection of an appropriate treatment approach.

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)0.006
metaresearch head score (Gemma)0.028
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.009
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.028
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0080.009
Bibliometrics0.0090.007
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0020.001
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 head0.311
GPT teacher head0.522
Teacher spread0.211 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations5
Published2021
Admission routes1
Has abstractyes

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