Papillary Thyroid Cancer Arising From a Thyroglossal Duct Cyst
Bibliographic record
Abstract
Interesting case presentation of papillary thyroid cancer is arising from a thyroglossal duct cyst. Retrospective case is review. We present a case of 36-year-old male who presented with nearly a two month history of a midline mass. Preoperative imaging revealed a midline mass approximately 2 cm in diameter, bilateral neck adenopathy, and a normal thyroid. The FNA of the midline mass was positive for papillary thyroid carcinoma. The patient underwent a total thyroidectomy, bilateral neck dissection, and a Sistrunk procedure. The patient was treated with post operative radio iodine. We report salient details of our case and also review relevant literature of this source of thyroid cancer. Thyroglossal duct cysts may be the origin of metastatic papillary thyroid cancer. doi: http://dx.doi.org/10.4021/ jmc1033w
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".