Clinical Outcomes of Head and Neck Cancer Patients Who Undergo Resection, But Forgo Adjuvant Therapy
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
BACKGROUND/AIM: This study aimed to evaluate the outcomes of patients with head and neck squamous cell carcinoma (HNSCC) who underwent resection and refused the recommended adjuvant therapy. PATIENTS AND METHODS: Locoregional recurrence-free survival (LRRFS) and time to progression (TTP) were assessed in HNSCC patients treated with surgery who declined some or all adjuvant therapy (refusal group (RG)) compared to those who received the recommended adjuvant therapy (TG). RESULTS: With a median follow-up of 23 months, the 2-year LRRFS was significantly lower in the 17 patients from the RG compared to the 152 patients from the TG: 23.1% vs. 69%, HR=0.30, 95% confidence incidence (CI)=0.15-0.59; p<0.001. The mean TTP was 12 months in the RG and was not reached in the TG (p<0.001). CONCLUSION: Patients with HNSCC who declined the recommended adjuvant therapy had a recurrence rate of 50% within a year.
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 | 0.000 |
| 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) | 0.000 | 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