Endoplasmic Reticulum Stress: Signaling the Unfolded Protein Response
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- Meta-epidemiology (narrow)
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Not applicableConsensus signal: none
- Genre
- Candidate signal: ReviewConsensus signal: Review
- Teacher disagreement score
- 0.974
- Threshold uncertainty score
- 1.000
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.294 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
The endoplasmic reticulum (ER) is the cellular site of newly synthesized secretory and membrane proteins. Such proteins must be properly folded and posttranslationally modified before exit from the organelle. Proper protein folding and modification requires molecular chaperone proteins as well as an ER environment conducive for these reactions. When ER lumenal conditions are altered or chaperone capacity is overwhelmed, the cell activates signaling cascades that attempt to deal with the altered conditions and restore a favorable folding environment. Such alterations are referred to as ER stress, and the response activated is the unfolded protein response (UPR). When the UPR is perturbed or not sufficient to deal with the stress conditions, apoptotic cell death is initiated. This review will examine UPR signaling that results in cell protective responses, as well as the mechanisms leading to apoptosis induction, which can lead to pathological states due to chronic ER stress.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
The record
- Venue
- Physiology
- Topic
- Endoplasmic Reticulum Stress and Disease
- Field
- Biochemistry, Genetics and Molecular Biology
- Canadian institutions
- University of TorontoUniversity Health Network
- Funders
- not available
- Keywords
- Endoplasmic reticulumUnfolded protein responseCell biologyChaperone (clinical)Protein foldingOrganelleSignal transductionChemical chaperoneCellSecretory proteinSecretory pathwayBiologyChemistrySecretionBiochemistryGolgi apparatusMedicine
- Has abstract in OpenAlex
- yes