Pilot Evaluation of a Group Therapy Program for Children Bereaved by Suicide
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.
Bibliographic record
Abstract
BACKGROUND: Thousands of children are bereaved each year by suicide, yet there exists very little literature specifically on the psychological care, programs, and interventions available to help them. AIMS: (1) To build and validate theoretical models for the Group Therapy Program for Children Bereaved by Suicide (PCBS); (2) to test these models in a preliminary evaluation. METHODS: In the first part, we built theoretical models, which were then validated by scientists and clinicians. In the second part, the sessions of the PCBS were observed and rated. The participating children were tested pre- and postprogram. RESULTS: Positive changes were observed in the participating children in terms of basic safety, realistic understanding and useful knowledge, inappropriate behaviors, physical and psychological symptoms, child-parent and child-child communication, capacity for social and affective reinvestment, actualization of new models of self and the world, self-esteem, awareness and use of tools, cognitive, verbal, written and drawing abilities, cognitive dissonance, ambivalence, antagonism, and isolation. CONCLUSIONS: The changes reported in the bereaved children show that the PCBS has some efficacy.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it