POEMS Syndrome: A Case Report and Review of the Literature
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
Polyneuropathy, organomegaly, endocrinopathy, monoclonal protein elevation, and skin changes (POEMS) syndrome is a rare multisystem disorder that occurs due to an underlying plasma cell dyscrasia. A diagnosis is made with the presence of two mandatory criteria and at least one major and one minor criterion. We present a case of a 28-year-old patient who presented with weakness of bilateral arms and legs, thinning of hands, and swelling of bilateral lower limbs and abdomen. The patient also reported weight loss and loss of appetite. Examination revealed areflexic quadriparesis with sensory loss, diffuse lymphadenopathy, pleural effusion, ascites, and pulmonary hypertension. Investigations showed elevated erythrocyte sedimentation rate (ESR). Nerve conduction studies revealed severe axonal polyneuropathy of all nerves. Lymph node biopsy showed Castleman disease. A diagnosis of POEMS syndrome was made and he was sent for a stem cell transplant, which is the definitive treatment in patients eligible for stem cell transplant.
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.
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