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Record W4408054611 · doi:10.1080/13625187.2025.2463431

Would it be feasible for European Union countries to implement Safe Access Zones for premises providing abortion services?

2025· article· en· W4408054611 on OpenAlex
Emily Ottley, Sam Rowlands

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 European Journal of Contraception & Reproductive Health Care · 2025
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsnot available
Fundersnot available
KeywordsAbortionLegislationEuropean unionMedicineLawReproductive healthEconomic growthPublic relationsBusinessPopulationPolitical scienceInternational tradeEnvironmental healthEconomicsPregnancy

Abstract

fetched live from OpenAlex

Anti-abortion protestors situated near premises providing abortion services create barriers and hurdles to accessing abortion services, which violates the right of pregnant people to seek sexual and reproductive health services. There has been shown to be a need for Safe Access Zones (SAZs) to guarantee physical access to abortion services without obstruction. SAZs usually operate within a prescribed radius around premises providing abortion services and set out what behaviour is prohibited. The objective of this paper is to present a summary of the international experience of introducing and implementing SAZ laws, and to explain the lessons to be learned from this experience. SAZ legislation has been successfully enacted internationally in 22 jurisdictions (USA excluded). Countries with SAZ laws include Australia, New Zealand, the UK, and parts of Canada. Despite the Parliamentary Assembly of the Council of Europe calling for the introduction of SAZs in 2022, only two European Union (EU) countries have implemented this recommendation so far. On the basis of the medical and legal insights gained from the functioning of SAZs to date, it is the authors' opinion that it would be feasible for the 25 EU countries that do not yet have such zones to legislate for SAZs.

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)0.012
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.812
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.045
GPT teacher head0.397
Teacher spread0.352 · 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