Recurrent Focal Myositis of the Thigh in a Patient With End-Stage Kidney Disease: An Unusual Association
Why this work is in the frame
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Bibliographic record
Abstract
A 40-year-old woman, with a ten-year history of diabetes and hypertension, was diagnosed with end-stage kidney disease necessitating regular hemodialysis twice weekly for the past year. The patient reported recurrent episodes of swelling and pain in the left thigh, initially treated as cellulitis. The pain was persistent and there was an ill-defined firm lump in the thigh muscle. Biopsy of the mass revealed endomysial mononuclear cell infiltrates, including lymphocytes and histiocytes, focal muscle fiber necrosis, and regeneration, indicating an inflammatory myopathy. MRI of the thigh confirmed patchy myositis with no definitive collection or mass identified. Focal myositis was diagnosed and the patient was managed expectantly with physiotherapy and analgesics. Over a span of approximately three months the condition completely resolved. Muscle pain in end-stage kidney disease often stems from causes such as peripheral neuropathy, critical lower limb ischemia, muscle cramps due to electrolyte abnormalities, and chronic infection. Focal myositis is rarely documented in literature and only a few cases of recurrent focal myositis have been reported previously in patients with end-stage kidney disease.
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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 | 0.000 | 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