What Symptom Improvement Can Be Expected After Operation for Primary Hyperparathyroidism?
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Bibliographic record
Abstract
BACKGROUND: The only cure for primary hyperparathyroidism (pHPT) is operative resection of the parathyroid gland(s) responsible for the disease. The 1990 National Institute of Health's (NIH) consensus development conference on asymptomatic pHPT and its subsequent workshop in 2001 established which clinical criteria warranted parathyroidectomy (PTx) versus observation. While there is no debate that these NIH criteria capture a group of patients likely to benefit from PTx, there is concern that these guidelines miss a significant percentage of pHPT patients who actually are symptomatic. Unfortunately, these additional symptoms are often subtle, nonspecific, not traditionally measured, frequently not assessed or considered in this patient population, and are usually attributed to other diagnoses or simply advanced age. METHODS: An evidence-based literature review was performed assessing symptoms and clinical conditions associated with bone, neuropsychiatry, cognition, quality of life, and the neuromuscular system. The level of evidence and grade of recommendations were assigned to key studies to help determine recommendations regarding indications and potential benefits of parathyroidectomy (PTx). RESULTS: Symptoms ranging from decreased bone mineral density, increased fracture risk, neuropsychiatric symptoms and cognitive changes, lower quality of life, and neuromuscular symptoms were found to be associated with pHPT. The effects of PTx on these symptoms was addressed in a variety of studies that varied in quality. CONCLUSION: Although there are few Level I randomized clinical trials addressing the benefit of PTx in patients with pHPT, there are supportive data to suggest that most patients with pHPT would benefit from operative cure.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 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