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Record W1572821361 · doi:10.3138/cbmh.31.2.139

“A midwife at every confinement”: Midwifery and Medicalized Childbirth in Ontario and Britain, 1920–1950

2014· article· en· W1572821361 on OpenAlexaffvenueabout
Gwenith Siobhan Cross

Bibliographic record

VenueCanadian Journal of Health History · 2014
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Studies on Reproduction, Gender, Health, and Societal Changes
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsMedicalizationChildbirthObstetricsMedicineWelfareNursingSociologyPolitical sciencePregnancyLawPsychiatry

Abstract

fetched live from OpenAlex

This paper compares midwifery in Ontario and Britain in the first half of the 20th century. British midwives improved maternal and infant health and welfare by making childbirth a cooperative, medically managed event in conjunction with physicians. British midwives thus participated in, and contributed to, developments in obstetrics. In contrast, Ontario physicians worked to exclude midwives from participation in the modernization of birth management, relying on a narrower concept of "medicalization" defined as physician dominance. This study challenges the medical profession's assumptions that the exclusion of midwifery in Ontario was necessary to the medicalization of childbirth. The British alternative, where midwives were seen as partners rather than obstacles, illustrates that medicalization in the interest of infant and maternal safety could be integrated with the work of midwives.

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)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.118
Threshold uncertainty score0.854

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0160.020
Scholarly communication0.0030.001
Open science0.0010.004
Research integrity0.0010.002
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 head0.212
Teacher spread0.157 · 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 designObservational
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
Published2014
Admission routes3
Has abstractyes

Explore more

Same venueCanadian Journal of Health HistorySame topicHistorical Studies on Reproduction, Gender, Health, and Societal ChangesFrench-language works237,207