Immunodéficiences et pathologies associées aux mutations dans STIM/ORAI
Bibliographic record
Abstract
Six years ago, STIM1 (stromal interaction molecule 1) was identified as an essential component of store-operated calcium channels and in less than one year teamed up with its first partner ORAI1 in immune cells to reconstitute CRAC (calcium-release activated current) channel function. Since then, STIM1 and ORAI1 have developed an ever increasing social network and to date are now linked to nine families of proteins involved in calcium signalling. As a result of this, STIM1 and ORAI1 are now involved in three separate calcium entry pathways, Icrac, Iarc (arachidonic regulated calcium current) and voltage-dependent channels. Physiopathological roles of STIM1 and ORAI1 were first described in the immunological system but, as main actors at the central node in the calcium signalling network, there are now clear evidences that mutations in genes coding STIM1 or ORAI1 interfere with several other diseases.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".