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Record W2095976862 · doi:10.1080/03057070.2015.1047181

‘Are We Going to Stand By and Let These Children Come Into the World?’: The Impact of the ‘Thalidomide Disaster’ in South Africa, 1960–1977

2015· article· en· W2095976862 on OpenAlexaff
Susanne M. Klausen, Julie Parle

Bibliographic record

VenueJournal of Southern African Studies · 2015
Typearticle
Languageen
FieldHealth Professions
TopicHealth and Conflict Studies
Canadian institutionsCarleton University
Fundersnot available
KeywordsThalidomideMedicinePolitical scienceHistory

Abstract

fetched live from OpenAlex

Thalidomide is in many ways the archetypal drug of our era. Produced in the mid 1950s by the German firm Chemie-Grünenthal GmbH, and sold directly by them or by licencees, it was one of a multitude of medications industrially created during the post-Second World War boom in synthetic drugs and aggressively marketed for multiple uses on a global scale. Most notoriously given to pregnant women suffering from morning sickness, without adequate testing for either toxicity or effectiveness, thalidomide was advertised as being ‘completely non-poisonous, completely safe’. Instead, in what became known as the ‘thalidomide scandal’, it caused malformations resulting in at least 10,000 children being born with severe disabilities. Previous research has shown that thalidomide was given out as samples, sold over the counter, or distributed via national health facilities in at least 46 countries around the world. It has become conventional wisdom that there are no histories to be told of thalidomide in South Africa, or in the continent more widely. We challenge this view. We focus specifically on South Africa, and describe how the country narrowly missed an ‘epidemic of deformity’ in the late 1950s and early 1960s. We then demonstrate that the international thalidomide scandal affected South Africa in at least two significant ways. First, it informed the passage of the Medicines and Related Substances Control Act (No. 101) of 1965, which established the Medicines Control Council of South Africa. Second, it played an important role in the debate over abortion law reform in the early 1970s, in particular regarding the desirability of a eugenic clause in South Africa's first statutory law on abortion, the Abortion and Sterilisation Act (1975).

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.080
Threshold uncertainty score0.159

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0130.011
Scholarly communication0.0040.006
Open science0.0010.007
Research integrity0.0040.010
Insufficient payload (model declined to judge)0.0060.001

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 head0.117
GPT teacher head0.422
Teacher spread0.305 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations11
Published2015
Admission routes1
Has abstractyes

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