Adult Growth Hormone Deficiency (AGHD) and Outcomes (NordiNet and ANSWER)
Bibliographic record
Abstract
Adult growth hormone deficiency (AGHD) is a rare disease with both physiological and psychological effects for untreated patients. AGHD symptoms can improve over time with GH treatment. Here we have analyzed the long-term effectiveness and safety of short-acting GH replacement therapy (GHRT) in treatment naïve and nonnaïve patients with AGHD using real-world data from the NordiNet® International Outcome Study and American Norditropin® Studies: Web Enabled Research Program. Outcomes were compared between 3 age groups, comprised of patients aged 18 to 29 years, 30 to 39 years, and 40 to 59 years. The safety outcome was the incidence of nonserious and serious adverse reactions and serious adverse events by age group. Efficacy outcomes included mean GH exposure by age group alone, by sex and age group, or based on estrogen usage in female patients; IGF-I SD score (SDS) levels by sex and age group; mean glycated hemoglobin by sex and age group; and mean non-high-density lipoprotein cholesterol by sex and age group. The incidence rates of adverse events and reactions did not statistically differ between the 3 groups. Mean IGF-I SDS levels reached a normal range (-2 to 2) in ≥80% of patients from all groups in the effectiveness analysis set by year 2. Together with previous reports of older patients, these results support the real-world safety and efficacy of short-acting GHRT among all ages of patients with AGHD.
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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 | 0.001 |
| 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".