Bibliographic record
Abstract
Rubinstein–Taybi Syndrome (RTS), where the transcriptional co-activator and histone acetyltransferase CBP is mutated and haploinsufficient, is often associated with epilepsy, a disorder that is frequently due to perturbations in the generation of GABAergic interneurons and/or the inhibitory neurotransmitter GABA. Hereby, Tsui et al., recently published in Developmental Biology, asked whether CBP was necessary for the appropriate genesis and differentiation of interneurons in the murine forebrain. This paper defined multiple roles of CBP during forebrain interneuron development. In particular, CBP not only acts as a pro-differentiation factor to enhance the differentiation of ventral forebrain precursors to interneurons, but also modulates the maturation of interneurons by promoting acquisition of a GABAergic interneuron phenotype in the newborn neurons. Thus, deficits in interneuron development caused by CBP haploinsufficiency provide a potential explanation for the epilepsy seen in individuals with RTS.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".