Modern Approach to Fabry Disease Diagnosis and Management in Children
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
Fabry disease (FD), or Andersen-Fabry disease, is a rare hereditary lysosomal disease (sphingolipids storage disease) characterized by progressive multisystem involvement. The major symptoms among children are neuropathic pain / acroparesthesia, angiokeratomas, hypo- or anhidrosis, vortex keratopathy. Biochemical tests, molecular genetic testing, and family screening play crucial role in the diagnosis of the disease. Specific pathogenetic treatment of FD includes enzyme replacement therapy (ERT) with recombinant medications of the lysosomal enzyme -galactosidase A. ERT initiation before the development of severe organs and systems’ damage contributes to its higher efficacy. This article covers various aspects of pathogenesis, clinical picture features in childhood, modern methods of diagnosis and management of FD according to literature data.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| 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