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
ABSTRACT Renal Fanconi syndrome (FS) can be either acquired or inherited. When FS presents at a young age, it is typically inherited, with cystinosis being the most common cause. In this report we describe a rare cause of autosomal dominant Fanconi syndrome, Fanconi renotubular syndrome type 3 (FRTS3), caused by the already reported heterozygous p.E3K variant in the EHHADH gene. Only two FRTS3 families have been reported in the literature, and the kidney function was stated as normal or only slightly decreased into late life. Our family expands the spectrum of FRTS3, with some individuals showing only glucosuria and mild low-molecular-weight proteinuria, while others exhibited complete Fanconi syndrome with rickets. Importantly, we observed impairment of kidney function at a young age in our proband, highlighting a broader phenotypic variability associated with FRTS3.
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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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