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Record W6949674183 · doi:10.5281/zenodo.15621311

EFFECT OF SKIN INTEGRITY BUNDLE APPLICATION ON PRESSURE ULCER OCCURRENCE FOR PATIENTS IN CRITICAL CARE UNITS

2025· article· en· W6949674183 on OpenAlexaff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2025
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeophysics and Gravity Measurements
Canadian institutionsBurnaby Hospital
Fundersnot available
KeywordsPressure soresBundleDiabetic ulcersSkin careSignificant differenceNursing careHealth care

Abstract

fetched live from OpenAlex

Abstract Background: Pressure ulcers (PUs) have been identified as a worldwide problem that contribute significantly to increasing health care costs, compromise an individual’s health, and in some cases contribute to mortality. Generally, PUs is considered predictable and preventable, thus making them a priority patient safety and risk management issue. Aim: This study aimed to find out the effect of skin integrity care bundle on patient pressure ulcer occurrence in the critical care unit. Design: Quasi-experimental research design (study & control group) was carried out to meet the aim of this study. Setting: This study was conducted in the intensive care units at Sabya General hospital (SGH), Gizan, south region of Kingdome of Saudi Arabia (KSA). Subject: Purposive samples of 120 adult patients were divided into two equal groups; the control group and the study group with 60 patients in each group of both genders. Data collection tools: Data were obtained using three tools; Patient assessment record, Pressure ulcer staging and the Braden Scale score. Results. The results reveals that the highest percentage of subjects their age more than 60 years. In addition, 56.7% of study group & 66,7% of control group subjects were males. There was statistical significant difference between study and control group after the skin care bundle application regarding pressure ulcer stage (p=0.047), mobility (p=0.02), nutrition (0.02), Also, the total Braden scale reveals a statically significant difference between study and control group at one and two weeks after admission Conclusion: this study concluded that skin integrity care bundle had a positive effect in preventing the development of pressure ulcer of patients in critical care unit. Recommendations: Hospitals' policy should enforce the application of skin integrity bundle to prevent the occurrence of pressure ulcer. Also, motivate critical care nurses to attend conferences and workshops to update their knowledge and practice regarding the application of skin integrity bundle.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.937
Threshold uncertainty score0.471

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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 head0.029
GPT teacher head0.277
Teacher spread0.248 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designOther design
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

Citations0
Published2025
Admission routes1
Has abstractyes

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