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‘Cheaper than a newcomer’: on the social production of IVF policy in Israel

2004· article· en· W2093781202 on OpenAlexaboutno aff
Daphna Birenbaum‐Carmeli

Bibliographic record

VenueSociology of Health & Illness · 2004
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsNarrativeParliamentContext (archaeology)CompassionPopulationHealth careReproductive healthSociologyPolitical scienceArgument (complex analysis)Public relationsLawMedicinePolitics

Abstract

fetched live from OpenAlex

This paper explores the shaping of health policy in terms of power relations and group interests, as enacted in Israel's IVF policy. A comparison with the principles of IVF provision in other countries (UK, Canada, USA) shows Israel's policy to be substantially more 'liberal'. In order to explain this exception, the policy is initially located within the context of the state's pro-natalist reproductive policy, women's impaired equality and a complex system of healthcare provision. A Parliament Committee discussion on the subject is then analysed in greater detail, revealing three narratives that are used to account for the state's IVF policy: a nationalised narrative of reproductive medicine as a source of international acclaim, a personalised narrative of compassion for anguished women, and a medicalised narrative of experts as being best capable of regulating IVF. All three narratives have merged within the local IVF discourse, enabling the creation and maintenance of consensus among the participating politicians, physicians, consumers and women activists. Of significance is the muted argument regarding the state's interest in enlarging its Jewish population, which dominated other discussions on this topic. I argue that it is the demographic interest which crucially underlies the state's willingness to sustain its costly IVF policy, and that it is this interest which has enabled the various participants--who all shared an interest in unlimited IVF provision--to present a unanimous agreement. State representatives then used this consensus as a firm civil ground for the development and maintenance of Israel's exceptional IVF policy. The paper concludes with several implications regarding women's health and wellbeing.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.012
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.988
Threshold uncertainty score0.115

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0120.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.033
Scholarly communication0.0090.003
Open science0.0010.006
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.054
GPT teacher head0.391
Teacher spread0.337 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designQualitative
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

Citations100
Published2004
Admission routes1
Has abstractyes

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