MétaCan
Menu
Back to cohort
Record W3210496661 · doi:10.18001/trs.7.5.1.89

Study on Nursing Effect of Individualized Health Education Combined with Cognitive Training in Elderly Stroke Patients

2021· article· en· W3210496661 on OpenAlex
Ning Min, Hui Zeng

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueTobacco Regulatory Science · 2021
Typearticle
Languageen
FieldComputer Science
TopicAdvanced Technologies in Various Fields
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineRehabilitationPhysical therapyHealth educationQuality of life (healthcare)Intervention (counseling)Stroke (engine)Montreal Cognitive AssessmentNursingCognitionActivities of daily livingCognitive impairmentPublic healthPsychiatry

Abstract

fetched live from OpenAlex

Objective To study the nursing effect of individualized health education combined with cognitive training in elderly stroke patients. Methods 112 elderly stroke patients treated in the Department of Neurology of our hospital from January to June 2017 were randomly divided into experimental group and control group. In the control group, routine treatment, nursing and rehabilitation exercises were carried out, and regular health education was carried out. The experimental group, on the basis of routine treatment, nursing and rehabilitation exercise, carried out individualized health education and cognitive training combining the content of individualized health education. The effect of intervention was evaluated by Montreal Cognitive Assessment Scale (MoCA), health education questionnaire, daily life self-care scale (ADL) and nurse job satisfaction questionnaire before intervention, at the end of intervention for 4 weeks and at the end of intervention for 12 weeks. Results At the end of 4th and 12th week after intervention, the scores o MoCA, the awareness rate of health education, ADL and job satisfaction of nurses were higher than those before intervention, and the observation group was higher than that of the control group (P<0.05), with statistical difference (P<0.05). Conclusion Individualized health education combined with cognitive training can effectively improve the patients’ cognitive function, improve the patients’ awareness of stroke disease and the compliance of health education, improve the patients’ self-care ability in daily life and the satisfaction of nursing work, so as to improve the patients’ quality of life and quality of living.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.843
Threshold uncertainty score0.645

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.018
GPT teacher head0.316
Teacher spread0.298 · 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