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Record W4406291845 · doi:10.1016/j.ssmqr.2025.100529

“If somebody wants an abortion, nobody should override their decision”: Modern Canadian perspectives on abortion in relation to artificial womb technology

2025· article· en· W4406291845 on OpenAlexaffabout
Srishti Hukku, L. L. Wynn, Angel M. Foster

Bibliographic record

VenueSSM - Qualitative Research in Health · 2025
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Technologies
Canadian institutionsUniversity of Ottawa
FundersMacquarie University
KeywordsnobodyAbortionRelation (database)Computer scienceComputer securityBiologyPregnancy

Abstract

fetched live from OpenAlex

Recent advancements in artificial womb technology (AWT) – extrauterine gestation – have led to significant bioethical debates on the future of access to abortion. Anthropologists have leveraged concepts of stratified reproduction and reproductive governance to shed light on how different individuals are encouraged/discouraged to reproduce and how key actors such as the state mobilize the capacity for reproduction. As such, we aimed to explore the perspectives of Canadian citizens on the provision of abortion services if AWT were to become a reality. From September 2020 to February 2021, we conducted a qualitative bilingual community-based survey with 343 Canadian citizens and 41 semi-structured in-depth interviews with a subset of survey respondents in English and French. We analyzed the survey data using descriptive statistics and the interviews for content and themes using inductive and deductive techniques. Our study found that when assessing the potentiality of AWT, participants centred reproductive choice, bodily autonomy, and family planning in decision-making. Participants further expressed that any efforts at governance of AWT should ensure that the technology complements, rather than curtails, existing methods of reproduction and assisted reproduction, and enhances choice for those desiring parenthood. For our participants, AWT was seen as a medical device that had the potential to improve lives while ensuring that abortion-seekers’ rights to control their bodies and reproduction were not impeded. Our study demonstrates that the current ban against the development and use of AWT is a form of gestational stratification that privileges those with access to a uterus for gestation which limits reproductive choice. Policymakers and legislators should consider these perspectives when developing policies and regulations at the intersection of abortion and new assisted human reproduction technologies.

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)0.011
metaresearch head score (Gemma)0.013
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.262
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.013
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0080.006
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.266
GPT teacher head0.594
Teacher spread0.328 · 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

Citations2
Published2025
Admission routes2
Has abstractyes

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