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
From a large cohort of hyperlipidemic patients, who attended the Lipid Research Clinic in Amsterdam, The Netherlands and in Vancouver, Canada, 915 consecutive patients with familial hypercholesterolemia (FH) of Dutch descent, were selected. This group of FH patients was screened for the presence of a cytosine to thymidine nucleotide substitution in exon 14 of the LDL-receptor gene, in order to determine the frequency of this mutation in patients of Dutch descent and to investigate the relationship between the mutation and the level of lipoprotein(a). The mutation was detected in seven individuals. All patients with this mutation shared the same haplotype, which is suggestive of an ancient mutation. The index patients and a large kindred with this mutation were further analyzed at the biochemical and clinical level. Except for total and LDL-cholesterol, there was no statistically significant difference in biochemical parameters between family members with and without FH. In contrast to previous reports, there was no difference in plasma levels of lipoprotein(a) between patients with the mutation in exon 14 and unaffected individuals.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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