Alzheimer's Disease (Oxford Neurology Library)
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Providing clinicians with the latest developments in research, this new edition of <italic>Alzheimer's Disease</italic> is a succinct and practical introduction to the diagnosis, evaluation, and management of Alzheimer’s disease. Part of the <italic>Oxford Neuropsychiatry Library</italic> series, this pocketbook contains 14 fully updated chapters on key topics such as pathophysiology, epidemiology, pharmacological treatments, and psychological symptoms. It also features new chapters on atypical presentations, end-of-life issues, and case vignettes to ensure the reader is fully equipped with the latest understanding of the possible causes of the disease, methods of diagnosis, and management techniques. A powerful tool for the practising clinician, this edition is an indispensable guide to the latest thinking about management of the disease.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. 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.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it