Bibliographic record
Abstract
OBJECTIVES: Nondermatomal somatosensory deficits (NDSDs) not conforming to the distribution of peripheral nerves or dermatomes, and often present after a minor injury or with no known inciting event, have long been associated with "hysteria." This article reviews the modern literature concerning NDSDs associated with chronic pain with regard to their prevalence, phenomenology and clinical presentation, clinical assessment, etiology and pathophysiology, relationship with Conversion Disorder and psychological factors, and their treatment and prognosis. METHODS: Past research and relevant literature concerning NDSDs are reviewed and summarized. Clinical case reports are presented to illustrate the salient features of NDSDs. RESULTS: The prevalence of NDSDs varies between 25% and 50% in samples of chronic pain populations. We describe the temporal, spatial, qualitative, motor, sensory, and behavioral characteristics of NDSDs. Illustrative case reports show the remarkable NDSD phenomenology, variability, and reversibility. NDSDs represent intensely dynamic phenomena that are likely associated with supraspinal mechanisms. Recent functional imaging findings show significant alterations in brain activation patterns in these patients. Similar but spatially and temporally restricted phenomena have been shown in experimental studies with healthy controls and pain patients. NDSDs are associated with certain demographic variables, and possibly psychological factors seem to constitute a poor prognostic sign for response to treatment and return to work and can coexist with structural musculoskeletal or nervous system abnormalities. CONCLUSIONS: NDSDs are important and prevalent clinical phenomena associated with chronic pain. Their prevalence in the general population, primary care settings, and non pain patients is unknown. Research needs to be carried out to elucidate these important phenomena.
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 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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| 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 | 0.001 | 0.003 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".