Bibliographic record
Abstract
Facts about Wilson's Disease….• Wilson's Disease is also called hepatolenticular degeneration.• It is a rare, autosomal recessive inherited disease (occurs equally in men and women).• It causes an accumulation of copper in tissues all over the body, but mainly in the liver, brain, kidneys and cornea.• Copper is usually excreted in bile.• Accumulation starts in the liver -once the liver is injured, copper spills into the bloodstream affecting other organs and tissues.• Mostly occurs in young patients ages eight to 20 years, but can occur up to age 40.In children, symptoms usually start around age four.• Liver disease occurs in 50% of the patients -can be seen as acute hepatitis, chronic active hepative hepatitis, cirrhosis or fulminant hepatitis.• Affects one in a million people, mainly Europeans, Sicilians and southern Italians.• Wilson's Disease is always fatal if not diagnosed and treated.• Liver disease is most common in children and neurological disease is most common in young adults.• The gene associated with Wilson's Disease is called ATP7B.• Wilson's Disease affects chromosome 13.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.019 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".