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Record W7117858427

РОЗВИТОК ТВОРЧОГО ПОТЕНЦІАЛУ МАЙБУТНІХ МЕДИЧНИХ СЕСТЕР У ПРОЦЕСІ ФАХОВОЇ ПІДГОТОВКИ В ЗАРУБІЖНИХ КРАЇНАХ

2025· article· en· W7117858427 on OpenAlex
Т. Ковальчук

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

VenueThe Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Social Development in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsCompetence (human resources)PersonalityUkrainianProfessional developmentMental stateNurse educationSocial environment
DOInot available

Abstract

fetched live from OpenAlex

The article analyzes the current state of training of future nurses in the context of developing creative potential in the process of professional training in the USA, Canada, Great Britain and a number of European countries, which is highlighted in pedagogical and medical scientific literature. The features of educational processes in institutions of pre-higher and higher education in foreign countries are outlined. A number of factors influencing the training of nurses are identified, in particular, teaching methods that activate the mental abilities of students and motivate them to learning and creative activity, stimulate independent work.Four main competencies are identified: professional, social, methodological and personality. Professional competence includes the following components: diagnostic and manipulative, integration (combination of theory and practice), clinical and critical, psychological, pedagogical, managerial, economic, legal.The components of social competence are: ethical-deontological, socially perceptive, communicative, cooperative, problem-oriented, transcultural. The methodological competence includes consultative, educational-informative, organizational, statistical, evaluative, research, planning components. The personality competence is determined by ethical, leadership, value, empathy, responsibility, independence, flexibility, motivational components. It is noted that in the USA, nurses are considered to be the colleagues of doctors, not their subordinates. Nurses can question the actions of doctors if they pose a danger to patients. In the USA, a nurse is an intermediary between the patient and the doctor. American nursing education has common levels with Ukrainian once, but also has fundamental differences. It is concluded that the need for modern medicine in nurses with high-quality professional training that would meet world standards is growing, being the specialists capable of creative expression in professional self-realization in the medical field.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.887
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.004
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.082
GPT teacher head0.414
Teacher spread0.331 · 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