Bibliographic record
Abstract
Abstract Coffin‐Lowry syndrome is a distinctive X‐linked dominantly inherited condition that has a birth prevalence of about 1/50,000 and is caused by mutations in theRDS6KA3gene. The hemizygous male presents with significant mental retardation and a facial appearance characterized by a prominent forehead and supraorbital ridges; down‐slanting palpebrae and hypertelorism; a distinctive nose with a low bridge, thick septum, small and anteverted nares; and full and patulous lips with the lower lip everted. The hands are soft and hyperextensible with tapering fingers, and there are a number of minor and nonspecific radiographic changes that may aid in the diagnosis. Progressive kyphoscoliosis can be an important complication. Clinical expression in the heterozygous female can range from completely normal intelligence and appearance, through mild degrees of intellectual impairment and facial dysmorphia, to expression equaling that in the male. There is evidence to suggest a significant risk of premature death, primarily related to pulmonary and cardiac complications but in some cases remaining unexplained.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.035 | 0.003 |
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".