Aggressive Basal Cell Carcinoma with Invasion of the Parotid Gland, Facial Nerve, and Temporal Bone
Bibliographic record
Abstract
Aggressive variants of basal cell carcinoma (BCC), such as infiltrating, morpheaform, and basosquamous types, are associated with invasion of underlying tissues and are often difficult to treat.1 BCCs located in embryonic fusion planes, such as the periauricular region, are thought to exhibit deep extension and, subsequently, high recurrence rates, although this theory has been challenged and remains controversial.2-4 Despite the known features of aggressive BCC, parotid gland invasion and temporal bone and facial nerve involvement are rarely reported occurrences. We describe two patients with morpheaform BCC in the periauricular region demonstrating direct invasion of the parotid gland and concomitant facial nerve involvement. These patients require complex surgical management, as highlighted in this report.
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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) | 0.001 | 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 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".