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Dementia in China: epidemiology, clinical management, and research advances
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.
Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
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.
Opus teacher head0.357
GPT teacher head0.565
- Teacher spread
- 0.209 · 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
- Dementia and Cognitive Impairment Research
- Field
- Medicine
- Canadian institutions
- McGill University
- Funders
- National Key Scientific Instrument and Equipment Development Projects of ChinaPublic Library AssociationFoundation for Innovative Research Groups of the National Natural Science Foundation of ChinaCapital Medical UniversityBeijing Municipal Administration of HospitalsTianjin Medical UniversityPeking UniversityShanghai Jiao Tong UniversityEli Lilly and CompanyGuizhou Medical UniversityLundbeckfondenChinese University of Hong KongFirst Affiliated Hospital, Liaoning Medical UniversityDepartment of Neurology, University of PittsburghInnovative Research Group Project of the National Natural Science Foundation of ChinaChongqing Medical UniversityUniversity of South ChinaSun Yat-sen UniversityHarbin Medical UniversityChongqing Municipal Human Resources and Social Security BureauBeijing Municipal Science and Technology CommissionShandong UniversityGuangzhou Municipal Health and Family Planning CommissionJilin UniversityAstraZeneca
- Keywords
- DementiaMedicineEpidemiologyChinaGovernment (linguistics)Public healthHealth careDiseaseGerontologyNursingEconomic growthPolitical sciencePathology
- Has abstract in OpenAlex
- no