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Record W4249101949 · doi:10.1363/3501603

The Accessibility of Abortion Services in the United States, 2001

2003· article· en· W4249101949 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePerspectives on Sexual and Reproductive Health · 2003
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsnot available
FundersEducational Foundation of America
KeywordsAbortionMedicineHarassmentMedical abortionFamily medicineQuarter (Canadian coin)Family planningMisoprostolPregnancyPopulationObstetricsGynecologyNursingEnvironmental healthGeographyResearch methodology

Abstract

fetched live from OpenAlex

CONTEXT: A woman's ability to obtain an abortion is affected both by the availability of a provider and by access-related factors such as cost, convenience, gestational limits and the provision of early medical abortion services. METHODS: In 2001-2002, The Alan Guttmacher Institute surveyed all known abortion providers in the United States, collecting information on their delivery of abortion services and on the number of abortions performed. RESULTS: A minority of abortion providers offer services before five weeks from the last menstrual period (37%) or after 20 weeks (24% or fewer), but the proportions have increased since 1993. Providers estimate that one-quarter of women having abortions in nonhospital facilities travel 50 miles or more for services, and that 7% are initially unsure of their abortion decision. The majority of providers (59%) say that these clients usually receive abortions during a single visit. An average self-paying client was charged $372 for a surgical abortion at 10 weeks in 2001, up from $319 in 1997; only 26% of clients receive services billed directly to public or private insurance. Early medical abortions are becoming increasingly available but are more expensive than surgical abortions. More than half (56%) of providers experienced antiabortion harassment in 2000, but types of harassment other than picketing have declined since 1996. CONCLUSIONS: Abortion at very early and late gestations and early medical abortion are more available than before, but charges have increased and antiabortion picketing remains at high levels. Thus, many women still face substantial barriers to obtaining an abortion.

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.

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)0.004
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 score0.378
Threshold uncertainty score0.332

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.036
GPT teacher head0.368
Teacher spread0.332 · 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