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Criminal liability for improper performance of professional duties by a medical professional in the criminal legislation of Ukraine and certain States: a comparative legal study with due regard for international standards and practice

2025· article· en· W4407081963 on OpenAlexaboutno aff
Natalia Kolos

Bibliographic record

VenueUzhhorod National University Herald Series Law · 2025
Typearticle
Languageen
FieldHealth Professions
TopicMedical Malpractice and Liability Issues
Canadian institutionsnot available
Fundersnot available
KeywordsLegislationCriminal liabilityLawProfessional standardsLiabilityProfessional conductCriminal procedurePolitical scienceCriminal lawBusinessEngineering ethicsEngineering

Abstract

fetched live from OpenAlex

The purpose of this article is to study and analyze the criminal liability of healthcare professionals based on national and foreign experience. The author analyzes the national legislation of the States in the field of regulation of criminal liability of medical professionals, and identifies the existing achievements and problems. The author analyzes the case law of the European Court of Human Rights on positive obligations of the State in cases involving the proper provision of services by healthcare professionals. Using the comparative legal method of research, the author compares the legal norms regulating the issue of liability for failure to provide or improper provision of medical care, namely, the legislation of Ukraine, Latvia, Poland, Slovenia, Romania, Croatia, Georgia, Armenia, Uzbekistan, Kyrgyzstan, Azerbaijan, Kazakhstan, France, Estonia, Germany, Spain, Canada, Japan and others. A legal analysis of possible options for the process of transferring and implementing the relevant legal provisions from foreign legislation to national legislation through legal mechanisms and methods of bringing a medical professional to criminal liability for improper performance of his/her professional duties is crucial for determining approaches to improving the legal framework of Ukraine regarding the criteria of liability of a medical professional for improper performance of his/her professional duties. It is established that due to the different structure of health care systems in each State and different concepts of legal regulation, approaches to addressing the issue of criminal liability of medical professionals for professional crimes differ primarily in that in most States, such entities are liable for causing harm to life and health of a person, while in the legislation of other States such acts are provided for in a separate chapter or section dealing directly with criminal offenses in the medical field It is determined that foreign countries widely use medical insurance against improper treatment as a guarantee mechanism for compensating patients for harm caused by medical error, which helps to protect violated rights.

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)0.004
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.709
Threshold uncertainty score0.450

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
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 head0.040
GPT teacher head0.416
Teacher spread0.376 · 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 designTheoretical or conceptual
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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