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Record W2413123475

The CASA Trauma and Attachment Group (TAG) Program for Children who have Attachment Issues Following Early Developmental Trauma.

2016· article· en· W2413123475 on OpenAlexaff
C. Ashton, Anna O’Brien-Langer, Peter H. Silverstone

Bibliographic record

VenuePubMed · 2016
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsChild, Adolescent and Family Mental HealthUniversity of Alberta
Fundersnot available
KeywordsDyadIntervention (counseling)PsychologyMental healthClinical psychologyMedicinePsychiatryDevelopmental psychology
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: There is relatively little research about effective therapeutic approaches for children in middle childhood who have attachment related diagnoses as a result of experiencing significant, early developmental trauma. This study describes findings from an intensive, dyad-based intervention, aimed at stabilizing attachment relationships with primary caregivers, increasing caregiver reflective function skills, and reducing children's trauma-related behavioural sequelae. METHOD: We analyzed retrospective data from 51 caregiver/child dyads who participated in the Trauma and Attachment Group (TAG) Program from September 2011-December 2014. This data included pre- and post-intervention scores retrieved from the Parenting Relationship Questionnaire (PRQ), the Parent Report of Post-Traumatic Stress Symptoms (PROPS), and the Parental Reflective Functioning Questionnaire (PRFQ-1). RESULTS: The preliminary findings show statistically significant improvements in attachment, communication, discipline practices, involvement, and relational frustration. Additionally there were statistically significant improvements in parental reflective functioning, and a trend towards a reduction in symptoms typical of post-traumatic stress disorder. CONCLUSION: Poor quality or inconsistent interactions with early caregivers can lead to life-long impairments in physical and mental health. This intensive program shows potential as a way to improve longer-term outcomes for children exposed to early developmental trauma. Longer-term research is required to further substantiate outcomes, appraise cost analysis, as well as to consider evaluation with appropriate comparison groups.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.015

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.048
GPT teacher head0.353
Teacher spread0.305 · 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 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

Citations15
Published2016
Admission routes1
Has abstractyes

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