A Sinister Disease Hides Behind Recalcitrant Mucocutaneous Disorder
Bibliographic record
Abstract
Paraneoplastic pemphigus (PNP) is a rare autoimmune disorder associated with underlying benign or malignant neoplasia. Its signs and symptoms may be the first presentation of a concealed malignancy. Due to late diagnosis, prognosis of PNP is not good, so early diagnosis and treatment is of paramount importance. We present a case of 22 years old female who presented to our out patient department (OPD) with history of recurrent, severe, recalcitrant, painful oral ulcers; lichenoid lesions over the hands and feet and widespread blistering and erosions involving the soles. Histopathological examination was consistent with paraneoplastic pemphigus and showed features of lichenoid dermatitis. CT scan revealed retroperitoneal mass suggestive of Castleman disease. The patient was referred to surgical team for further management.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".