Fine Needle Aspiration Biopsy of Anaplastic Thyroid Carcinoma Developing from a Hürthle Cell Tumor
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
BACKGROUND: Anaplastic thyroid carcinoma is a highly malignant tumor in elderly people with a long history of multinodular goiter and is usually associated with a rapidly fatal clinical evolution. The tumor often develops as a result of anaplastic transformation of a slowly growing papillary carcinoma or follicular neoplasm. CASE: An 85-year-old woman had a multinodular goiter and had been asymptomatic, with a normal white blood cell count and chest radiograph three months prior to her hospital admission for the treatment. The tumor presented with low grade fever, leukocytosis, multiple metastatic lung nodules and enlargement of the intrathoracic thyroid in a period of three months, causing compression of the esophagus and trachea. Despite a total thyroidectomy, the tumor recurred within one month and caused dysphagia and death. CONCLUSION: FNAB permitted the diagnosis of an anaplastic thyroid carcinoma arising from an intrathoracic Hürthle cell tumor.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 it