Identification of common variants associated with human hippocampal and intracranial volumes
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: ObservationalConsensus signal: Observational
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.129
- Threshold uncertainty score
- 0.426
- 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) | 0.000 | 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) | 0.000 | 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
- 0.260 · 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
- Nature Genetics
- Topic
- Genetic Associations and Epidemiology
- Field
- Biochemistry, Genetics and Molecular Biology
- Canadian institutions
- McGill UniversitySickKids FoundationMontreal Neurological Institute and HospitalHospital for Sick ChildrenUniversity of Toronto
- Funders
- National Center for Research ResourcesNational Institute of Neurological Disorders and StrokeNational Institute of Mental HealthUniversity of California, San DiegoNational Institutes of HealthNational Institute of Biomedical Imaging and BioengineeringCanadian Institutes of Health ResearchIpsenH. Lundbeck A/SServierBundesministerium für Bildung und ForschungNational Institute on AgingNational Institute for Health and Care ResearchPfizerBiogenBioClinicaBayer HealthCareAlzheimer's Disease Neuroimaging InitiativeNederlandse Organisatie voor Wetenschappelijk OnderzoekBiotechnology and Biological Sciences Research CouncilWellcome TrustSynarcCilagMedpaceEisaiHoward Hughes Medical InstituteGenentechAlexander von Humboldt-StiftungDeutsche ForschungsgemeinschaftEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentAlzheimer's Drug Discovery FoundationGlaxoSmithKlineNational Center for Advancing Translational SciencesSchool of Medicine, University of New MexicoCure Alzheimer's FundAstraZenecaU.S. Public Health ServiceEli Lilly and CompanyBristol-Myers SquibbSiemensTauRx PharmaceuticalsHôpitaux Universitaires de GenèveAlzheimer's AssociationFoundation for the National Institutes of Health
- Keywords
- Hippocampal formationBrain sizeGenome-wide association studyBiologyLocus (genetics)HippocampusMagnetic resonance imagingHuman brainNeuroscienceSingle-nucleotide polymorphismGeneticsGenotypeGeneMedicineRadiology
- Has abstract in OpenAlex
- no