Idiopathic vocal cord paralysis in the radiated neck: a harbinger for malignant peripheral nerve sheath tumour.
Bibliographic record
Abstract
OBJECTIVE: Patients with previous neck external beam radiotherapy (XRT) diagnosed with idiopathic vocal cord paralysis (VCP) can harbour sinister pathology. A case series of such patients found to have vagal malignant peripheral nerve sheath tumours (MPNSTs) is presented and combined with a literature review. Management and survival outcomes are analyzed. DESIGN: Case series and systematic literature review. SETTING: Academic tertiary care cancer centre. METHODS: The University of Alberta's head and neck mass database was gleaned for vagal XRT-induced MPNSTs (2001-2011). Charts were reviewed for patient and tumour demographics, diagnostic methods, pathology, treatment, and survival. A systematic literature review identified similar patients. MAIN OUTCOME MEASURES: Kaplan-Meier estimated actuarial survival rates were the primary outcome. Secondary outcomes included the mean time from XRT to presentation and to tumour recurrence as well as a summary of patient/tumour characteristics, diagnostic methods, and treatment options. RESULTS: Two institutional and seven additional literature-wide cases were found. The median age was 34 years, the median time from XRT to MPNST was 22 years, and all patients were surgically treated. The median time from surgery to recurrence was 2.5 years. Estimated 2- and 5-year survival rates were 71% and 54%, respectively. CONCLUSION: XRT-induced MPNST can present as idiopathic VCP two decades post-XRT. Treatment is surgical and offers acceptable survival.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| 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 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".