Les dys-fonctionnements du transport axonal dans les neuropathies et motoneuronopathies
Bibliographic record
Abstract
Certains neurones, moteurs ou sensitifs, ont des axones qui peuvent atteindre un mètre de long chez l’homme et représenter 10 000 fois la taille du corps cellulaire. La synthèse protéique s’effectuant principalement au niveau du corps cellulaire, le transport des protéines dans le sens antérograde (vers l’extrémité de l’axone) et rétrograde (dans le sens inverse) est essentiel à la survie de ces neurones. Ces différents types de transport nécessitent, d’une part, l’installation de voies de communication hautement spécialisées (le cytosquelette) et, d’autre part, l’intervention de protéines motrices qui vont propulser les molécules le long de ce cytosquelette. Tout dysfonctionnement de l’un ou l’autre de ces intervenants est hautement préjudiciable à la survie des neurones et pourrait être à l’origine de maladies neurodégénératives.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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 source (direct Gemma or distilled Codex), 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".