Temporal Bone Pathology in Fetuses Exposed to Isotretinoin
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
Isotretinoin can be teratogenic, affecting many tissues, including the ear. However, there are only two histopathologic studies of the temporal bone in affected humans, and neither describes the findings in early gestation. We had the opportunity to study both temporal bones in each of two fetuses (22 and 24 weeks) exposed to isotretinoin in early gestation. One of the fetuses had a dilated IVth ventricle and a hypoplastic cerebellar vermis, while no dysmorphic features were seen in the other. In both infants the external ears were not noticeably abnormal. Histologically, anomalies of the middle ear included medial deviation of the malleus, forward displacement of the incus, and a small tympanic cavity (4/4); unilateral absence of the stapes (1/4); single "columella" crus and hypoplastic footplate (3/4); and unilateral dehiscence of the facial canal in one infant. Autolysis limited the examination of the labyrinth, but there was reduction in the number of cochlear spirals, and dilatation of the saccule in both infants. Anomalies of the middle and inner ear can be present without anomalies of the external ear or the central nervous system, and may be found even after relatively short exposures. These anomalies are similar to those detected in experimental exposure to isotretinoin, and are consistent with altered expression of the goosecoid gene.
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 | 0.000 | 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 | 0.000 |
| 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