Étude de la régulation transcriptionnelle du gène Indian Hedgehog et de son rôle dans l'ostéoarthrose
Bibliographic record
Abstract
L’Ostéoarthrose (OA) est une maladie articulaire entrainant une dégénérescence du cartilage et une ossification de l’os sous-chondral. Elle touche un Canadien sur 10 et pourtant l’origine de cette pathologie est encore inconnue. Dans le cadre de ce projet, la contribution de deux facteurs de transcription, NFAT1 et PITX1, dans la régulation transcriptionnelle du promoteur d’IHH a été examiné compte tenu de l’implication potentielle de la voie hedgehog (Hh) et de ces facteurs dans la pathogenèse de l’OA. La voie de signalisation Hh régule la croissance et la différenciation des chondrocytes. Indian hedgehog (IHH), l’un des trois membres de la famille Hh, contrôle leur prolifération et leur différenciation.
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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 | 0.000 | 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) | 0.001 | 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 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".