Case Series: raising awareness about Kikuchi-Fujimoto disease among otolaryngologists: is it linked to systemic lupus erythematosus?
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
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.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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