Diagnostic and Treatment Patterns Among Children, Adolescents, and Young Adults with Thyroid Cancer in Ontario: 1992–2010
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: Thyroid carcinoma is rare in young children, with a sharp increase in incidence among adolescents and young adults between 15 and 29 years of age. The incidence of thyroid carcinoma is increasing worldwide. Limited prospective population-based data are available to describe diagnostic and treatment practices in this age group. This study undertook a population-based review of thyroid carcinoma among 0- to 29-year-old individuals in Ontario, Canada, utilizing linked administrative data to describe the demographic and care patterns over nearly two decades. METHODS: Cases from the Ontario Cancer Registry were identified and linked to administrative data sources at the Institute for Clinical Evaluative Sciences. Cases diagnosed prior to a patient's 30th birthday between 1992 and 2010 were considered eligible. Billing records identified ultrasonography, fine-needle aspiration biopsy, radioiodine therapy, and surgical approach. RESULTS: A total of 2552 patients aged 0-29 years were diagnosed with thyroid carcinoma during the study period. There was a 2.1-fold increase in standardized incidence rate over the 19 years of this study. Thyroid carcinoma was diagnosed subsequent to a prior malignancy in 47/2552 patients at a median interval of 11.6 years after initial cancer diagnosis. Seventeen individuals developed a second malignancy after treatment for thyroid carcinoma. Most patients (90.44%) underwent preoperative ultrasound (ranging from 1 to 13 preoperative studies). Preoperative thyroid scintigraphy was used in 44% of patients, with a significant decline in usage over the study period. Fine-needle aspiration biopsy usage rose by 20% over the study period, although 26% of patients had no biopsy prior to surgery. Primary total thyroidectomy followed by two-stage thyroidectomy were the most frequently performed procedures, and 56% of patients received therapeutic radioiodine. CONCLUSIONS: This study establishes a foundation of diagnostic and practice patterns over nearly two decades. The study corroborates, in the Ontario population, the rising incidence of thyroid carcinoma in children and adolescents and young adults. Finally, it identifies the use of multiple preoperative ultrasound studies, low rates of thyroid biopsy, and thyroid scintigraphy as targets to improve efficiencies of care and to reduce unnecessary healthcare expenditures through education, standardization of diagnostic approach, and possibly regionalization of care.
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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) | 0.001 | 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 it