Direct Diagnosis and Management of Emotional Factors in Chronic Headache Patients
Why this work is in the frame
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Bibliographic record
Abstract
Somatization, anxiety, depression and personality disorders are common features of many patients with chronic headaches. Intensive short-term dynamic psychotherapy (ISTDP) is a brief therapy method developed specifically to treat patients with this cluster of somatic problems, symptoms and maladaptive behaviours through focusing on how the patient handles emotional experiences. It also contains a direct method of assessing the somatic discharge pathways of both emotions and anxiety, thus allowing direct observation of somatization in the case of many chronic headache sufferers. In this review, we summarize the extant literature on emotional factors in headache, review the evidence for short-term dynamic therapies in somatic problems and describe the assessment and treatment method of ISTDP we use routinely with chronic headache sufferers.
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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) | 0.001 | 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