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Record W2953320280

Childbirth: A Medical Problem or a Health Concern

2003· dissertation· en· W2953320280 on OpenAlexaboutno aff
Carol Pereira

Bibliographic record

VenueMacSphere (McMaster University) · 2003
Typedissertation
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsnot available
Fundersnot available
KeywordsChildbirthMedicineNursingObstetricsPregnancyBiology
DOInot available

Abstract

fetched live from OpenAlex

Throughout the literature varying opinions exist concerning the health outcomes, service utilization and patient satisfaction as they relate to maternal and infant care given by physicians versus midwifery care. This study looks at the following question; what differences are there in health outcomes, service utilization, and patient satisfaction, between women who are cared for by either physicians or midwives and vaginally deliver a singleton healthy baby in hospital? This study employs a secondary analysis of data from the TOMIS II study. The TOMIS II data was collected from 250 women in each of five hospital sites in Ontario in 2002. The analysis showed that, except for the breastfeeding, all of the measures of maternal and infant health outcome did not statistically differ between physician-care and midwifery care. With respect to service utilization, the results indicated that family physician visits, length of stay, and utilization of the Healthy babies, Healthy Children (HBHC) resulted in statistically significant lower service utilization by mothers in the midwifery group, while the other measures were found not to be different. Patient satisfaction measures revealed that women receiving midwifery services were much more satisfied with their care than were women receiving physician-based services. Five conclusions were drawn from this study; midwifery care is a viable option for maternity care in Ontario for low-risk birth mothers; the utilization of midwives reduces the total amount of services being used in the health care system; women are more satisfied with their care when they have midwives participating in all parts of their care; health policy in Ontario should focus its efforts to expand midwifery to make it a viable option for maternal and infant care to all healthy women; health care policy should support publicly funded midwifery in each of the jurisdictions in Canada, as a cost-effective approach to care with comparable outcomes.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.926
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.2020.000

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 head0.017
GPT teacher head0.264
Teacher spread0.247 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2003
Admission routes1
Has abstractyes

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