Intracranial Invasion of a Basal Cell Carcinoma of the Scalp
Bibliographic record
Abstract
OBJECTIVE AND IMPORTANCE: Basal cell carcinomas are common lesions that can have a locally invasive behavior. The authors present a case of a scalp lesion with skull and dura-mater invasion that was unrecognized prior to surgical undertaking. CLINICAL PRESENTATION: A 66-year-old female presented with an extensive ulcerating lesion on the frontal scalp, deemed to be a basal cell carcinoma. The plastic surgery team brought her to the operating room for resection but subsequently backed off after the discovery of bony invasion. Imaging revealed extensive bony and epidural extension. INTERVENTION: Resection of the invaded frontal scalp, bone, dura-mater and proximal part of the superior sagittal sinus was performed. This was followed by a reconstructive procedure consisting of a duraplasty, a cranioplasty, and a skin rotation flap and partial-thickness skin grafting. CONCLUSION: Radiological evaluation of scalp basal cell carcinomas should be done prior to surgery to rule out any bony or intracranial invasion.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.009 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".