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Record W3139257509 · doi:10.14748/vmf.v1i0.2573

NURSE STUDENTS` OPINION ABOUT THE NEED OF HAND SKIN CARE

2012· article· en· W3139257509 on OpenAlexaboutno aff
Nazmun Nahar Nuri, Aнна Георгиева

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicInfection Control in Healthcare
Canadian institutionsnot available
Fundersnot available
KeywordsHygieneNursingSkin careSpecialtyQuality (philosophy)MedicineCosmeticsQuarter (Canadian coin)Medical educationMedical carePatient carePsychologyFamily medicine

Abstract

fetched live from OpenAlex

The purpose of this communication is to explore nurse students` opinion about and attitudes to the need of hand skin care of as part of the hand hygiene of medical staff and their behavior in this respect. A complete analysis of the literature and survey method were applied. The opinion of an anonymous group of 30 students from the 4th course of the specialty of nursing` at the Medical University of Varna was analyzed by direct inquiry in June 2012. Most nurse students recognized the need of hand skin care and they did. it permanently (64%). Very few respondents took care of their hand skin with appropriate medical cosmetics (14%). A quarter of respondents were inconsistent in the care of skin on their hands, and very few of the respondents did not use cosmetics at all (12%). Usage of knowledge, skills and habits in nurse students for hand skin care will help the implementation of high quality, effective, efficient and safe patient care.

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)0.000
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 score0.041
Threshold uncertainty score0.386

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 head0.025
GPT teacher head0.383
Teacher spread0.358 · 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 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

Citations0
Published2012
Admission routes1
Has abstractyes

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