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Record W2626550754 · doi:10.1371/journal.pone.0179365

To be, or not to be, referred: A qualitative study of women from Burma's access to legal abortion care in Thailand

2017· article· en· W2626550754 on OpenAlexafffund
Grady Arnott, Eh Tho, Niru Guroong, Angel M. Foster

Bibliographic record

VenuePLoS ONE · 2017
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsUniversity of Ottawa
FundersOntario Ministry of Health and Long-Term CareSociety of Family PlanningUniversity of Ottawa
KeywordsAbortionMedicineReferralFamily medicinePsychological interventionGovernment (linguistics)Reproductive healthUnsafe abortionQualitative researchNursingFamily planningEnvironmental healthPopulationPregnancySociology

Abstract

fetched live from OpenAlex

BACKGROUND: Reproductive health outcomes among women from Burma who live along the Thailand-Burma border demonstrate an unmet need for access to safe abortion services. In 2014, a multi-national team launched a collaborative three-year initiative to expand a program that refers eligible women for safe and legal abortion care to government Thai hospitals in Tak province, Thailand. METHODS: Over a six-month period we conducted 14 in-depth open-ended interviews with women from Burma who were referred through the program or denied a wanted abortion after being deemed ineligible for referral by staff at the participating clinic. We analyzed the interviews for content and themes using both deductive and inductive techniques. RESULTS: Women's experiences accessing legal abortion care were positive and facilitated by appropriate options counseling, logistical support, and financial coverage. Five of the ineligible women we interviewed used traditional methods accessed on both sides of the border to self-induce an abortion and/or visited an untrained and unregulated provider. DISCUSSION: Our findings highlight the need to redouble efforts to expand access to safe and legal abortion care for women from Burma residing in northern Thailand. Ensuring that women who are denied a safe and legal abortion receive harm reduction interventions and resources is critical.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.763
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
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 integrity0.0000.000
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 head0.189
GPT teacher head0.439
Teacher spread0.249 · 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

Citations17
Published2017
Admission routes2
Has abstractyes

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