Interpersonal Predictors of Group Therapy Outcome for Complicated Grief
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Bibliographic record
Abstract
This study investigated three aspects of patients' interpersonal functioning as predictors of outcome for two forms of group psychotherapy for complicated grief. Patients presented with a variety of death losses and met criteria for complicated grief. The three aspects of interpersonal functioning were the patient's (1) attachment to the lost person, (2) quality of object relations (QOR), and (3) level of recent social role functioning. A more secure attachment to the lost person and better social role functioning were associated with more favorable outcome in both forms of therapy. In addition, patients with higher QOR had more favorable outcome in interpretive therapy while lower QOR patients had more favorable outcome in supportive therapy. The results suggest that each aspect of interpersonal functioning is important to consider when treating patients for complicated grief.
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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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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