An Integrated Approach to the Formulation and Psychotherapy of Medically Unexplained Symptoms: Meaning- and Attachment-based Intervention
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
Persistent medically unexplained symptoms (MUS) are a serious problem because they are common, difficult to treat effectively, and have a significant impact on both functional outcomes and health-care utilization costs. An attachment-existential formulation of psychological factors that are associated with persistent MUS is presented, based on the interaction of death anxiety and preoccupied (anxious) attachment. Psychotherapeutic treatment recommendations that follow from this formulation are described in the form of a brief psychotherapy, involving semi-structured weekly sessions and narrative-writing homework that explores attachment and existential themes. This is the first description of a brief psychotherapy that integrates attachment theory and existential psychology.
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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 | 0.000 | 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) | 0.000 | 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