Altered mossy fiber distributions in adult <i>Fmr1</i> (FVB) knockout mice
Bibliographic record
Abstract
The fragile-X mental retardation protein (FMRP) is greatly reduced or absent in individuals with fragile-X mental retardation syndrome, a common, heritable form of mental retardation. Morphological studies suggest that this protein functions in normal synapse maturation and neuronal plasticity. Examination of human brain autopsy tissue has shown that fragile-X patients exhibit long, thin spines more frequently, and stubby mushroom-shaped spines less frequently, than these two types of spines are seen in normal autopsy tissue. Fragile-X tissue also has a greater density of these spines along dendrites, which suggests a possible failure of synapse elimination. Fmr1 knockout mice and wild-type littermates brains were processed for Timm staining, which reveals the zinc-rich terminals of the dentate gyrus, the mossy fibers. The Fmr1 knockout mice exhibited a pattern of Timm granule-staining within the stratum oriens of subfield CA3 and the inner molecular layer that was significantly different than staining seen in wild-type animals. The sources and consequences of the altered terminal staining are unclear, but are discussed in relation to immature synapse morphology, a failure of normal regression of synapses, and a potential biological penalty of such a failure to regress.
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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".