Follicular adenoma with papillary architecture: a lesion mimicking papillary thyroid carcinoma
Bibliographic record
Abstract
AIMS: The purpose of this study was to investigate the significance of 'benign' encapsulated follicular thyroid nodules with papillary structures. METHODS AND RESULTS: Twenty-one cases of encapsulated neoplastic thyroid nodules with papillary structures and nuclear features not diagnostic of papillary thyroid carcinoma (PTC) were obtained. All cases were reviewed with particular attention to nuclear features (fine chromatin pattern, optical clearing, grooves and inclusions). Representative sections were submitted for measurement of the maximum diameter of 200 round or nearly round nuclei and for immunostaining for MIB1, CK19, HBME and Ret oncogene protein. Nine cases displayed scattered optically clear nuclei or nuclear grooves in less than 30% of total neoplastic cells. They were grouped in the category of thyroid nodules with limited nuclear features of papillary thyroid carcinoma (PTC), but not diagnostic of PTC. The other 12 cases had fine or coarse chromatin, but lacked other features of nuclei in PTC. The diameter of the nuclei ranged from 5.6 to 7.2 microm and were smaller than those of PTC (6.3-10.0 microm). Immunostaining revealed positive reactivity for MIB1 in the papillary structures. Immunostaining for CK19 and HBME varied from negative or focally weak to diffusely moderate reactivity. Ret oncogene protein immunostaining showed focal and weak reactivity in one case and was negative in other cases of the study. Clinical follow-up from 6 months to 15 years revealed no evidence of metastasis. CONCLUSIONS: The papillary structures in the study cases are unlikely to represent degenerative changes due to their proliferative activity. In view of (i) the encapsulation and the uniformity of the constituent cells, (ii) the varying degrees of immunoreactivity for CK19 and HBME and negative immunoreactivity for Ret oncogene protein, and (iii) the absence or insufficiency of nuclear criteria for the diagnosis of PTC and the absence of lymph node metastasis in all study cases, we believe that these lesions represent the papillary variant of follicular adenoma. Recognition of this pathological entity is important to avoid an over-diagnosis of PTC.
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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".