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Record W7082669538 · doi:10.23880/phoa-16000304

Medical, Ethical, and Legal Conflicts Surrounding Euthanasia in Argentina. Its Global Implications

2025· article· en· W7082669538 on OpenAlexaboutno aff

Bibliographic record

VenuePublic Health Open Access · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsLegislationInformed consentBioethicsMedical treatmentDeveloped country

Abstract

fetched live from OpenAlex

Euthanasia is one of the most controversial aspects, not only in medicine but also in other fields such as ethics, law, sociology, ontology, philosophy, etc. This is because it involves a decision in which a patient's life is ended with their absolute consent and supervised by a medical team. Currently, only ten countries have legalized euthanasia. The first of these was the Netherlands on April 1, 2002, and subsequently followed by Belgium (2002), Luxembourg (2009), Colombia (2014), Canada (2016), Spain (2021), New Zealand (2021), Portugal (2023), Cuba (2023), and Ecuador (2024). Uruguay has approved the euthanasia bill in the Chamber of Deputies (2025), and its respective treatment in the Senate is still pending for it to become law. Thus, of the 195 currently recognized countries, only 5.12% have legalized euthanasia. Given that euthanasia is a highly controversial topic due to its moral, ethical, and regulatory contradictions, there is an urgent need to implement a corresponding regulatory framework in those countries that still lack one.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.940
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0030.002
Open science0.0040.004
Research integrity0.0000.001
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 head0.193
GPT teacher head0.477
Teacher spread0.284 · 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.

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

Citations1
Published2025
Admission routes1
Has abstractyes

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