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Record W4416056425 · doi:10.1007/s10615-025-01016-6

The “Four Stories” Approach: A Conceptual Clinical Model for Moving Families and Caregivers Beyond Trauma

2025· article· en· W4416056425 on OpenAlexaff
Wanda Polzin, Hannah Pazderka, Matthew Reeson, Yifeng Wei, Andrew J. Greenshaw, Peter H. Silverstone

Bibliographic record

VenueClinical Social Work Journal · 2025
Typearticle
Languageen
FieldPsychology
TopicChild Abuse and Trauma
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsNarrativePerspective (graphical)Sexual abuseAttachment theoryConceptual frameworkBridge (graph theory)Therapeutic relationshipPerceptionClinical social work

Abstract

fetched live from OpenAlex

From the perspective of social work practice, theories offer reference frameworks to guide practice, clarify clinical rationale, and offer narration for understanding the human experience. Here we outline the innovative “Four Stories” framework for the treatment of children and youth who have experienced childhood sexual abuse (CSA). The Four Stories clinical model focuses on the interplay of child and caregiver narratives, with respect to individual trauma experiences. While complexities exist within the uniqueness of individuals, this framework provides understanding of the role our intergenerational relationships and the related narrative that exist within these. The four stories comprise: (1) the child’s past, (2) the child’s present, (3) the caregiver’s past, and (4) the caregiver’s present. From our experience, the Four Stories model is an effective way to treat children and youth CSA survivors. The model underscores the pivotal role of these interlinked narratives in understanding the dynamics of healing and trauma-resolution in therapy. By recognizing and validating these narratives, caregivers can cultivate an environment conducive to healing, resilience, and psychological well-being in children who have undergone trauma. The model aims to bridge the gap in therapeutic approaches tailored to the types of relationships observed in CSA survivors and their families. The Four Stories model emphasizes the role of trauma integration by considering neurodevelopmental sequences and attachment theory. The Four Stories approach encourages a comprehensive understanding of the narratives woven within caregiver-child neurorelational interactions during CSA treatment, and is presented in detail for others to consider in their treatment paradigms.

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)0.015
metaresearch head score (Gemma)0.016
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.015
Threshold uncertainty score0.089

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.016
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.003
Science and technology studies0.0130.046
Scholarly communication0.0130.026
Open science0.0060.013
Research integrity0.0080.011
Insufficient payload (model declined to judge)0.0050.001

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 head0.135
GPT teacher head0.415
Teacher spread0.280 · 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 designTheoretical or conceptual
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
Published2025
Admission routes1
Has abstractyes

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