Squamous cell carcinoma of the nasal vestibule.
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
Squamous cell carcinoma of the nasal vestibule is a rare disease. Most advocate radiotherapy as a primary treatment for early tumours, with surgery reserved for salvage. For advanced disease, combined therapy with surgery and postoperative radiotherapy is generally recommended. Fourteen patients with squamous cell carcinoma of the nasal vestibule were reviewed. A classification of early versus late lesions was used. We achieved a 78% local regional control rate (minimum follow-up 3 years) in patients with early disease, with either radiotherapy or surgery as a primary modality of treatment. All patients with late disease recurred, requiring further surgical and/or radiation treatment. Only 20% of these patients were disease free at 2 years. Recurrent disease in either group, whether local or regional, carried a grave prognosis, with a 25% disease-free survival at 3 years.
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 | 0.000 |
| 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 it