Recurrent melanoma development in a Caucasian female with CDKN2A+ mutation and FAMMM syndrome: A case report
Bibliographic record
Abstract
Melanoma is a form of skin cancer originating from melanocytes that has an increasing incidence over the past few decades. From 1992 to 2010, the overall incidence of melanoma was 12.29 cases per 100,000 person-years in Canada. Approximately 10% of cases are attributed to a hereditary component, with one of the most common being familial atypical multiple mole melanoma syndrome. In this case report, we highlight the atypical case of a middle-aged Caucasian female with familial atypical multiple mole melanoma syndrome, who has developed dozens of primary melanomas over the past decade. We highlight the management of her case, as well as the importance of monitoring by multiple other subspecialists given the propensity for the development of alternate malignancies.
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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 | 0.001 | 0.001 |
| 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) | 0.001 | 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".