Epidemiology, pathophysiology, diagnosis, and management of intracranial artery dissection
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
- none
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: Other designConsensus signal: none
- Genre
- Candidate signal: ReviewConsensus signal: Review
- Teacher disagreement score
- 0.983
- Threshold uncertainty score
- 0.674
- 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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 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)
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
- 0.261 · 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
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
The record
- Venue
- The Lancet Neurology
- Topic
- Intracranial Aneurysms: Treatment and Complications
- Field
- Medicine
- Canadian institutions
- Toronto Western HospitalUniversity Health Network
- Funders
- Biocenter FinlandSigrid Juséliuksen SäätiöSchweizerische HerzstiftungBiomedicum Helsinki-säätiöSuomalainen TiedeakatemiaNational Institutes of HealthSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungEuropean CommissionUniversity of BernHelsingin ja Uudenmaan SairaanhoitopiiriAfrican Studies AssociationAgence Nationale de la RechercheAmerican Stroke AssociationHartstichtingNational Science FoundationAmerican Heart AssociationSchering-PloughBayerEmil Aaltosen SäätiöPfizerMaud Kuistilan Muistosäätiö
- Keywords
- MedicineCarotid artery dissectionDissection (medical)Subarachnoid hemorrhageStroke (engine)RadiologyCervical ArteryEpidemiologyVertebral artery dissectionSurgeryInternal medicine
- Has abstract in OpenAlex
- no