Case Series: raising awareness about Kikuchi-Fujimoto disease among otolaryngologists: is it linked to systemic lupus erythematosus?
Bibliographic record
Abstract
OBJECTIVES: Kikuchi-Fujimoto disease (KFD) is a rare, benign, self-limiting condition occasionally associated with systemic lupus erythematosus (SLE). Although rising in incidence, nonspecific symptoms make diagnosis difficult. We present a small case series and review the literature to increase awareness of this condition among otolaryngologists. METHODS: Nine cases of KFD were diagnosed between 2003 and 2006 at the McGill University Health Care institution by either excisional or fine-needle biopsy. Clinical and histologic features were reviewed in the context of a comprehensive analysis of the KFD literature. RESULTS: Seven of nine cases are female, with a mean age of 27.2 years (range 18-35 years). Only one patient had systemic SLE predating KFD. Our results are comparable to those in the current literature regarding the association with SLE. CONCLUSIONS: We present the first Canadian small case series and extensive review of the literature to highlight the clinical and pathologic features of this disease and its association with SLE.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".