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Record W7080116709 · doi:10.20372/nadre:17436

PREVALENCE OF CAESAREN SECTION DELIVERY AND ASSOCIATED FACTORA AMONG WOMEN GAVE BRITH IN THE LAST ONE YEAR AT BUTAJIRA GENERAL HOSPITAL, GUARGE ZONE, SNNP, ETHIOPIA, 2019.

2025· article· en· W7080116709 on OpenAlexaff

Bibliographic record

VenueNational Academic Digital Repository of Ethiopia · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsMinnow Environmental (Canada)
Fundersnot available
KeywordsLogistic regressionCaesarean sectionOdds ratioConfidence intervalPregnancySection (typography)Systematic samplingCross-sectional studyChildbirth

Abstract

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Back ground: caesarean section is an operational procedure where by the fetus after the end of 28th week is delivered through an incision on the abdominal and uterine walls. Objective: To assess prevalence of cesarean section delivery and associated factor among women who gave brith in the one last year at Butajira general hospital, Garage Zone, SNNP, Ethiopia, 2019.Methods: Institutional based retrospective cross- sectional study was conducted from April 25,2019 to May 15, 2019 at Butajira general hospitals. The total sample size was 250. The data was collected by using structured questionnaire by systematic random sampling method from women record document that gave birth last one year at Butajira general hospital. Last. Data were entered and analyzed using SPSS version 21. Independent variables found to be significant in the bivariate logistic regression analysis at a cut-off point of p-value <0.25 with were included in the multivariate logistic regression models. Adjusted odds ratios with their 95% confidence intervals and p-value < 0.05 were considered to have significant association with CS. Finally, the data were described and presented using table's frequency, percentage and sentence. Result: The prevalence of CS in Butajira general hospital was 21% with CI (15-25.8). The indication of CS in the study area was NRFHR (47.2%) which was followed by malposition and mal presentation (30.7%) and previous CS (28.8%).Independent variable such as fetal weight (AOR 6.871, 95%CI (1.996, 23.654),rural resident (AOR 2.744, 95%CI (1.235,6.096) and history of no previous stillbirth (AOR 0.133, 95%CI (0.033, 0.536) were significantly associated with CS. Conclusion and recommendation: The prevalence of CS in study area (21%) was higher than the WHO recommendation 15% upper limit. In this study major CS indication was NRFHR, previous CS and abnormal position and presentation. Therefore, provide time for conservative management of fetal distress rather than rushing to operation theatre with a single episode of fetal heart rate abnormality, enhance manual correction in case of abnormal position and presentation by experienced physician and encourage VBAC in appropriate cases.

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)0.000
metaresearch head score (Gemma)0.001
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 score0.010
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.230
Teacher spread0.220 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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