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Memory loss following coronary artery bypass graft surgery: A discussion of the implications for nursing.

2021· article· en· W15815529 on OpenAlexaff
Suzanne Fredericks

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicCardiac and Coronary Surgery Techniques
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsMedicinePsychological interventionRelevance (law)Clinical significanceNursingIntensive care medicineCoronary artery diseasePsychiatryInternal medicine

Abstract

fetched live from OpenAlex

AIM: The aim of this discursive paper is to present nursing interventions that address memory loss following heart surgery and that can be incorporated into patients' overall plan of care. BACKGROUND: Coronary artery bypass graft (CABG) is the most frequent surgical treatment for cardiovascular disease. Despite the advantages, reports indicate CABG procedures significantly increase the risk of cerebral impairment and/or injury, which can present itself in the form of memory loss. Older individuals tend to be at higher risk for memory loss than other age groups. Age combined with the effects of the surgical procedure increases the likelihood that individuals over the age of 65 years will experience some form of memory loss following surgery. In this paper, the author presents a discussion of the relevance and implications of memory loss to clinical nursing practice with particular attention to strategies nurses should use when caring for patients experiencing this symptom. RELEVANCE TO CLINICAL PRACTICE: Memory loss is a common symptom present in at least 25% of all patients following CABG. Screening for memory loss following CABG using reliable and valid instruments, revisions to current patient education initiatives to include calling patients following hospital discharge to review education and delivering education over multiple sessions, creating supportive reality-oriented relationships, and engaging in memory oriented training are suggested as nursing strategies that should be incorporated into existing nursing care for patients following CABG. CONCLUSION: Currently, nursing practice does not routinely incorporate assessment and management of memory loss into the overall plan of care for patients following heart surgery. Specific nursing strategies that centre on the assessment and management of memory loss need to be implemented into the standard of nursing practice.

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)0.007
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.011
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0060.008
Scholarly communication0.0050.007
Open science0.0030.005
Research integrity0.0110.007
Insufficient payload (model declined to judge)0.0030.001

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 head0.021
GPT teacher head0.296
Teacher spread0.275 · 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 designNot applicable
Domainnot available
GenreCommentary

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
Published2021
Admission routes1
Has abstractyes

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