Diagnostic Pitfalls in Tibial Adamantinoma: Two Cases with a Clinicopathological Review
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
Adamantinoma is a rare primary bone tumor that commonly arises in the jaw and has also been described in the appendicular skeleton such as the tibia. We report 2 cases of tibial adamantinomas that were originally misdiagnosed; one as fibrous dysplasia of the tibia and the other as a cutaneous eccrine carcinoma in a groin mass, which was metastatic adamantinoma to the inguinal lymph nodes. Such metastatic adamantinoma to the groin lymph nodes is extremely rare. The clinical and pathological data with a review of the available literature on inguinal lymph node metastases from primary tibial adamantinoma are reported. Increased clinical awareness and accurate recognition of such uncommon patterns of inguinal nodal metastases are imperative for appropriate planning of therapeutic strategies and risk management in these patients.
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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 | 0.002 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 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 | 0.001 |
| 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 it