Nontuberculous Mycobacterial Cervical Adenitis: A Ten‐Year Retrospective Review
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
OBJECTIVE: To review the authors' institutional experience with nontuberculous mycobacterial cervical adenitis in children over a 10-year period. STUDY DESIGN: Retrospective chart review. METHODS: The case histories of 79 children with nontuberculous mycobacterial lymphadenitis who presented to a large tertiary care referral center from 1989 to 1999 were retrospectively analyzed, and the demographics, clinical presentation, methods of diagnosis, and types of surgical intervention they underwent were reported. RESULTS: The mean age at presentation was 3.6 years. The male-to-female ratio was 1:2, and the frequency of presentation was highest in the winter and spring months. The diagnosis was not immediately apparent to most primary health care physicians because there was a delay between the appearance of the lump and referral for treatment, which was in excess of 8 weeks. Involved nodes were mainly treated surgically. The recurrence rate of complete surgical resection was less than 1%. CONCLUSION: The study highlights the fact that a high index of clinical suspicion is needed to make an early diagnosis of nontuberculous mycobacterial lymphadenitis and lends further weight to the already existing evidence that surgical excision remains the mainstay of successful treatment for lymphadenitis caused by nontuberculous mycobacteria.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.008 | 0.002 |
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