Skin Metastases in Squamous Cell Carcinoma of the Head and Neck
Bibliographic record
Abstract
UNLABELLED: Distant metastases in squamous cell carcinoma of the head and neck (SCCHN) are most often to the lung, liver, and bone. SCCHN rarely metastasizes to skin sites. OBJECTIVE: To ascertain the significance of skin metastases (SM) on the prognosis of patients with SCCHN. METHODS: A retrospective review of all patients between 1987 and 1999 with SCCHN was conducted. Patients in whom SM developed were identified. Data pertaining to demographics, primary tumor staging, SM development, and outcome were investigated. RESULTS: In 798 consecutive patients diagnosed with SCCHN between 1987 and 2000, 19 developed SM. The average time of onset of the SM was 17.65 months. The average survival time was 7.2 months after the development of SM. The overall survival time of patients who developed SM from the initial presentation of the primary tumor was 24.85 months. The 1-year survival rate from the time of development of SM was 0%. CONCLUSIONS: Metastasis to skin sites is an uncommon feature of SCCHN. SM may represent the first clinical evidence of impending loco-regional recurrence or distant metastasis. The development of SM is an ominous sign associated with an extremely poor prognosis, similar to the development of distant metastasis at more typical sites. Both the development of SM and survival of patients developing SM are independent of primary tumor stage. Current treatment options of SM are limited in their efficacy.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.000 | 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 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".