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Record W2341067800 · doi:10.14288/1.0096008

Prenatal care : a comparative evaluation of nurse-midwives and general practitioners

2010· article· en· W2341067800 on OpenAlexaboutno aff
Patricia Lynn Buhler

Bibliographic record

VenuecIRcle (University of British Columbia) · 2010
Typearticle
Languageen
FieldHealth Professions
TopicChild and Adolescent Health
Canadian institutionsnot available
Fundersnot available
KeywordsNurse-MidwivesNursingPrenatal careMedicineNurse practitionersFamily medicinePregnancyHealth carePopulationPolitical scienceEnvironmental health

Abstract

fetched live from OpenAlex

The practice of midwifery by those other than physicians is illegal in Canada and despite recommendations of nursing, medical and consumer groups, no trials evaluating the effectiveness of the nurse-midwife as a member of the modern obstetrical team have occurred here. To demonstrate a nurse-midwifery model, four nurse-midwives provided primary care to forty-seven childbearing women and their families over a twenty-two month period in a maternity teaching hospital. This clinic presented a unique opportunity for comparing the prenatal care provided by nurse-midwives with that of general practitioners who attended deliveries in the same setting. Utilizing a retrospective chart audit, case control study design, the nurse-midwife cases (NM cases) were each matched to two general practitioner controls (GP controls) through the use of the hospital's prenatal data base. The matching characteristics included low risk status, date of delivery, age, parity, gravidity, previous pregnancy losses and census tract income. Prenatal criteria that had been developed and tested in "The Burlington Randomized Clinical Trial of the Nurse Practitioner" for assessing the quality of care were reviewed and updated for this study. With these criteria two blinded abstractors audited the prenatal record forms of all the subjects and scored them as either "superior", "adequate" or "inadequate". Seventy-seven percent of the records of the NM cases received a "superior" score, where as 60% of the GP controls' records received an "inadequate" score [mathematical formula omitted] Overall, the general practitioners' records indicated more erratic care than those of the nurse-midwives. Although the physicians met most of the initial assessment criteria, they failed to meet the criteria that evaluated the ongoing routine assessment process by recording an inadequate number of prenatal visits (36%), or by omitting urine test results (38$) and blood pressure readings (21%). No differences were found in variables relating to labour and delivery with the exception of the incidence of episiotomies. The results indicate that nurse-midwives as part of an obstetrical team are able to provide safe prenatal care to a low risk population in a Canadian urban context, and that their records are thorough and more consistent than those of general practitioners.

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)0.008
metaresearch head score (Gemma)0.019
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.032
GPT teacher head0.324
Teacher spread0.293 · 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

Citations0
Published2010
Admission routes1
Has abstractyes

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