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Record W3202834366 · doi:10.1001/jamaneurol.2021.3356

Effect of Methylphenidate on Apathy in Patients With Alzheimer Disease

2021· article· en· W3202834366 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJAMA Neurology · 2021
Typearticle
Languageen
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsSunnybrook Health Science CentreUniversity of Toronto
FundersNational Center for Advancing Translational SciencesNational Institute on AgingU.S. Department of Veterans Affairs
KeywordsApathyMethylphenidatePlaceboDementiaAlzheimer's diseaseMedicineQuality of life (healthcare)Interquartile rangePsychiatryCaregiver burdenClinical Global ImpressionPsychologyInternal medicineDiseasePhysical therapyCognitionAttention deficit hyperactivity disorder

Abstract

fetched live from OpenAlex

Importance: Apathy, characterized by diminished will or initiative and one of the most prevalent neuropsychiatric symptoms in individuals with Alzheimer disease, is associated with significant caregiver burden, excess disability, increased medical costs, and mortality. Objective: To measure whether methylphenidate compared with placebo decreases the severity of apathy in individuals with Alzheimer disease. Design, Setting, and participants: This multicenter randomized placebo-controlled clinical trial was conducted from August 2016 to July 2020 in 9 US clinics and 1 Canadian clinic specializing in dementia care. A total of 307 potential participants were screened. Of those, 52 did not pass screening and 55 were not eligible. Participants with Alzheimer disease, mild to moderate cognitive impairment, and frequent and/or severe apathy as measured by the Neuropsychiatric Inventory (NPI) were included. Interventions: Ten milligrams of methylphenidate, twice daily, vs matching placebo. Main Outcomes and Measures: The coprimary outcomes included (1) change from baseline to 6 months in the NPI apathy subscale or (2) improved rating on the Alzheimer's Disease Cooperative Study Clinical Global Impression of Change. Other outcomes include safety, change in cognition, and quality of life. Results: Of 200 participants, 99 were assigned to methylphenidate and 101 to placebo. The median (interquartile range) age of study participants was 76 (71-81) years; 68 (34%) were female and 131 (66%) were male. A larger decrease was found from baseline to 6 months in the NPI apathy score in those receiving methylphenidate compared with placebo (mean difference, -1.25; 95% CI, -2.03 to -0.47; P = .002). The largest decrease in the NPI apathy score was observed in the first 100 days, with a significant hazard ratio for the proportion of participants with no apathy symptoms receiving methylphenidate compared with placebo (hazard ratio, 2.16; 95% CI, 1.19-3.91; P = .01). At 6 months, the odds ratio of having an improved rating on the Alzheimer's Disease Cooperative Study Clinical Global Impression of Change for methylphenidate compared with placebo was 1.90 (95% CI, 0.95-3.84; P = .07). The difference in mean change from baseline to 6 months estimated using a longitudinal model was 1.43 (95% CI, 1.00-2.04; P = .048). Cognitive measures and quality of life were not significantly different between groups. Of the 17 serious adverse events that occurred during the study, none were related to the study drug. No significant differences in the safety profile were noted between treatment groups. Conclusions and Relevance: This study found methylphenidate to be a safe and efficacious medication to use in the treatment of apathy in Alzheimer disease. Trial Registration: ClinicalTrials.gov Identifier: NCT02346201.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.279

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.007
GPT teacher head0.285
Teacher spread0.278 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it