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Characteristics of Induced Abortion in a Sample of Albanian Women

2025· article· en· W7117561848 on OpenAlexaboutno aff
Voltisa Gjergji, Adelina Kakija

Bibliographic record

VenueMedical Archives · 2025
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsnot available
Fundersnot available
KeywordsAbortionSample (material)Quarter (Canadian coin)Domestic violenceUnintended pregnancyPopulationFamily planning

Abstract

fetched live from OpenAlex

Background: Although abortion on demand is legal in Albania since 1995, abortion is widely under-reported. While under-reporting of abortions in surveys is widespread in different contexts because of the stigma, in the case of Albania under-reporting is very significant, due to induced abortions performed illegally until 1995, the reluctance to report abortion in a patriarchal society and the late implementation of national surveys in 2007. This study reports sociodemographic data of women who had induced abortions, as well as reasons to terminate pregnancy. Methods: The sample consisted of 186 Albanian women, who had at least one lifetime induced abortion. Data from a survey were used to describe the rates of abortions by respondent characteristics, particularly age at abortion, marital status, residence, education, socio-economic status, number of abortions, gestational age, circumstances of pregnancy and reasons for abortion. Results: There is a high rate of women who have had more than one abortion in this sample. Out of the 291 abortions in total, 62% of the sample had one abortion, 25% two abortions and 13% three to six abortions. Married women obtained a substantial proportion of abortions (70%). The highest proportion of first abortion occurred among women aged 20-29. Conclusions: Social factors played a significant role in the decision-making process for women considering an abortion. 45% of the sample was unemployed and a further one quarter had low-paid jobs. Financial constraints, interference with life aims, family size and unwillingness to be a single mother in an unstable relationship featured strongly in women accounts of why they needed to abort. 3% of women stated sex-selection reason behind decision for abortion. Women disclosed having experienced domestic violence (24%) and sexual abuse (4%), which should be further explored as a co-occurring risk associated with unintended pregnancy.

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)0.002
Version: codex-gemma-dda1882f352aValidation 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 score0.412
Threshold uncertainty score0.215

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.012
GPT teacher head0.309
Teacher spread0.296 · 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.

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
Published2025
Admission routes1
Has abstractyes

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