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Record W2254097315

Differences in the Quality of Care and Resulting Outcomes in Childbirth between Family Physicians and Obstetricians: Comparison of a Matched Cohort

2007· article· en· W2254097315 on OpenAlexaff
Xin Li, Eugenia Amporfu, Aslam H. Anis

Bibliographic record

VenueSSRN Electronic Journal · 2007
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHealthcare Policy and Management
Canadian institutionsUniversity of British ColumbiaUniversity of British Columbia Hospital
Fundersnot available
KeywordsMedicineChildbirthLogistic regressionSpecialtyOdds ratioPropensity score matchingCohortFamily medicineOddsSelection biasPregnancyEmergency medicineObstetricsInternal medicine
DOInot available

Abstract

fetched live from OpenAlex

Background: The literature on clinical management of childbirth in women with low obstetrical risk shows that family physicians (FPs) practice differently from obstetricians. Whether these differences persist when high obstetrical risk patients are included is unknown. Methodological concerns regarding selection bias and small sample size limits the validity and generalizeability of the individual studies. Objectives: To determine whether practice patterns and outcomes for maternity patients in BC at three levels of risk differs according to physician specialty. Methodology: We extracted maternity data on all deliveries in 17 acute care hospitals in British Columbia (BC) over a one year period. Patients were classified as being under the care of FP or obstetricians based on initial admission and were then matched according to their propensity score that were estimated according to demographics, hospital information and diagnosis-related variables. Patient risk level was classified based on specific diagnostic criteria at admission. We compared the rates of intervention, delivery method and maternal outcomes between patients in the matched cohort. In addition, multivariate logistic regression was used to estimate the difference in the odds of hospital readmission between the two groups within 60 days after being discharged from the hospital. Results: Out of 23,038 patients in 1993, 12,490 were matched according to their propensity score; half of the patients were cared for by FPs and the other half by obstetricians. During intrapartum care, women managed by FPs were more likely to have artificial rupture membranes (38% vs. 32%, p Conclusions: Our results confirmed findings from previous studies that FPs used more spontaneous vaginal delivery, and obstetricians used more cesarean delivery. However, our study showed that instead of using less procedures, FPs performed more procedures than obstetricians once high obstetric risk patients were included and maternal outcomes in the FP group were worse with regard to perineal tear and postpartum hemorrhage. In terms of readmission, there were no significant differences between the two groups.

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)0.003
metaresearch head score (Gemma)0.011
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 score0.017
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
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 head0.059
GPT teacher head0.331
Teacher spread0.272 · 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
Published2007
Admission routes1
Has abstractyes

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