Cholinesterase Inhibitors Slow Decline in Executive Functions, Rather than Memory, in Alzheimers Disease: A 1-Year Observational Study in the Sunnybrook Dementia Cohort
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
To determine if there are differential treatment effects of second-generation cholinesterase inhibitors over one year, 130 patients (untreated=65, treated=65) meeting NINCDS-ADRDA criteria for mild or moderate probable AD underwent standardized cognitive testing at baseline and 12 months later at a university memory clinic. Patients were followed either prior to or after the availability of treatment and were matched on education and baseline Mini Mental State Examination (MMSE). A detailed medical history evaluation was conducted. In this well matched longitudinal observational cohort study, there were no differences in the prevalence of comorbid illnesses, concomitant medication use or vascular risk factors except for a greater number of treated patients with a previous history of smoking. Separate repeated measures MANCOVAs on the MMSE, Mattis Dementia Rating Scale (DRS), and its 5 subscores (attention, initiation/perseveration, conceptualization, construction and memory) (Bonferroni corrected), after covarying for the effects of smoking, and SSRI use, showed less decline over one year in the treated group in overall cognition and in all subscores of the DRS except for memory (effect sizes 0.5-0.7). Less decline was also seen in the treated group in function and in instrumental and basic activities of daily living as measured with the Disability Assessment for Dementia Scale (DAD) (effect sizes 0.4-0.8). Executive, language and visuospatial functions, rather than memory, appeared to be more amenable to stabilization over one year by cholinesterase inhibitors in AD.
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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 | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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