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Record W4414276958 · doi:10.1044/2025_lshss-24-00144

Universal Trauma Screening in Preschool Speech and Language Services: Screening Process and Client Profiles

2025· article· en· W4414276958 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueLanguage Speech and Hearing Services in Schools · 2025
Typearticle
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsOccupational Cancer Research CentreUniversity of Toronto
Fundersnot available
KeywordsPsychological interventionMental healthProcess (computing)Health careIntervention (counseling)Primary careScreening testLimited English proficiencyHealth services

Abstract

fetched live from OpenAlex

Purpose: The purpose of this study was to investigate the implementation of universal trauma screening in publicly funded preschool speech and language (PSL) services. This article presents the results pertaining to the screening process and the client profiles of research participants (including trauma exposures and potential responses). Method: As part of a larger study, a clinical pilot and research study were undertaken. The clinical pilot included the design and implementation of a screening protocol where speech-language pathologists prescreened clients for potential trauma exposure during initial assessment, and then offered families a full trauma screening with a mental health professional. Data were collected from 193 speech-language pathologist–completed questionnaires following initial assessment and from the full trauma screenings of 57 children aged 9–50 months (which comprised the research study). Results: During PSL initial assessments, 30% of clients disclosed potential trauma exposure. The highest reported exposures included public health or environmental crises (33%), major family moves (30%), and significant separations from parents/caregivers or close family members (26%). Of the top seven reported exposures, four were characterized as interpersonal trauma, and 35% of clients reported at least three trauma exposures. A significant correlation was observed between the number of reported trauma exposures and potential trauma responses, which are commonly seen in PSL services, r (55) = .28, p = .037. Conclusions: The findings highlight the importance of integrating trauma-informed care universally in PSL services, including collaborative speech-language pathology and mental health services. Universal trauma screening in PSL services can identify at-risk children early, allowing for tailored interventions and better support for families. The study underscores the need for integrated services to address the complex needs of children exposed to trauma.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.140
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.011
GPT teacher head0.305
Teacher spread0.294 · 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