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Record W4415079866 · doi:10.1016/j.jagp.2025.10.002

Cognitive Outcomes After Hip Fracture Surgery: The Association of Postoperative Delirium on Previously Cognitively Normal Older Adults

2025· article· en· W4415079866 on OpenAlexaff
Mfon Umoh, Anirudh Sharma, Jeannie‐Marie Leoutsakos, Constantine G. Lyketsos, Sharon K. Inouye, Edward R. Marcantonio, Paul B. Rosenberg, Karin J. Neufeld, Frederick E. Sieber, Esther S. Oh

Bibliographic record

VenueAmerican Journal of Geriatric Psychiatry · 2025
Typearticle
Languageen
FieldMedicine
TopicIntensive Care Unit Cognitive Disorders
Canadian institutionsMcMaster University
FundersNational Center for Advancing Translational SciencesNational Institute on Aging
KeywordsDeliriumHip fractureCognitionAssociation (psychology)Cognitive impairmentMEDLINE

Abstract

fetched live from OpenAlex

OBJECTIVES: Delirium, an acute disorder of attention and cognition, is a preventable contributor to poor outcomes in older adults including future cognitive decline. The goal of this study was to examine the cognitive impact of postoperative delirium. DESIGN, SETTING, PARTICIPANTS: A secondary analysis of the randomized clinical trial STRIDE (A Strategy to Reduce the Incidence of Postoperative Delirium in Elderly Patients) which included two hundred hip fracture repair patients was conducted. MEASUREMENTS: Cognitive changes one year after surgery were examined. Modified Clinical Dementia Rating (CDR) and postoperative delirium status were adjudicated by a consensus panel. Delirium Rating Scale-Revised-98(DRS-R-98) was used to measure delirium severity. Data were analyzed using a random-intercept linear spline model, with Mini Mental State Examination (MMSE) and dementia severity (using CDR Sum of Boxes [CDR-SB]), as outcomes. RESULTS: 36.5% of the overall cohort experienced delirium. When stratified by baseline cognitive status, delirium was associated with a faster rate of decline in MMSE and worsening in CDR-SB in cognitively unimpaired participants, but not in participants with baseline cognitive impairment. We found an estimated delirium associated change in MMSE of 1.52 points and CDR-SB of 1.22 points within one year after surgery associated with postoperative delirium after hip fracture repair in cognitively normal participants. CONCLUSIONS: This study provides evidence that postoperative delirium is associated with a faster rate of cognitive decline, particularly in cognitively unimpaired individuals. This work highlights the importance of delirium prevention and management strategies in improving long-term cognitive outcomes in older adults.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.011
Threshold uncertainty score0.023

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.004
GPT teacher head0.258
Teacher spread0.255 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractno

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