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Record W2737958733 · doi:10.1093/humupd/dmx019

Baseline anatomical assessment of the uterus and ovaries in infertile women: a systematic review of the evidence on which assessment methods are the safest and most effective in terms of improving fertility outcomes

2017· review· en· W2737958733 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

VenueHuman Reproduction Update · 2017
Typereview
Languageen
FieldMedicine
TopicOvarian function and disorders
Canadian institutionsnot available
FundersWorld Health Organization
KeywordsFertilityContext (archaeology)MedicineInfertilityGynecologyObstetricsFamily medicinePregnancyPopulation

Abstract

fetched live from OpenAlex

BACKGROUND: This review focuses on the initial presentation of women who suspect that they are infertile, and how best to assess the anatomy of their uterus and ovaries in order to investigate the cause of their infertility, and potentially improve desired fertility outcomes. This review was undertaken as part of a World Health Organization initiative to assess the evidence available to address guidance for the diagnosis and treatment of infertility within a global context. Providing access to care for infertile women will help to ease the psycho-social burdens, such as ostracization, intimate partner violence and other negative consequences of being involuntarily childless or unable to become pregnant despite desiring a biological child or children. OBJECTIVE AND RATIONALE: The aim of this paper was to present an evidence base for the diagnostic and prognostic value of various investigations used for detecting uterine and/or ovarian pathology in women presenting at fertility clinics for their initial assessment. SEARCH METHODS: We performed a comprehensive search of relevant studies on 28 August and 10 September 2014. A further search was performed on 6 June 2016 to ensure all possible studies were captured. These strategies were not limited by date or language. The search returned 3968 publications in total; 63 full text articles were retrieved and 10 additional studies were found through hand-searching. After excluding 54, a total of 19 studies were analysed. We extracted and tabulated data on the characteristics, quality and results of each eligible study and combined the findings in a narrative synthesis. Risk of bias was assessed according to article type using tools such as assessment of the methodological quality of systematic reviews, Newcastle Ottawa Scale, Cochrane risk of bias tool, quality assessment tool for diagnostic accuracy studies and quality in prognostic studies. Nineteen studies were selected as being the best evidence available. A narrative synthesis of the data was undertaken. Discussion of the data, and resultant consensus for best practice were accomplished in a consensus expert consultation in Geneva, October 2015. An independent expert review process concerning this work and outcomes was conducted during 2016. OUTCOMES: The draft recommendations presented here apply to infertile women whether or not they are undergoing fertility treatment. Transvaginal ultrasound (TVUS) should be offered to all infertile women with symptoms or signs of anatomic pelvic pathology. TVUS should not be offered routinely to women without symptoms of pelvic pathology. Hysteroscopy should be offered if intrauterine pathology is suspected by TVUS. Hysteroscopy should not be routinely offered to infertile women who have normal TVUS findings. In women who have normal TVUS findings and are undergoing IVF, hysteroscopy does not improve the outcome. Good practice points recommend that providers of fertility care should confirm that all infertile women have a recent pelvic examination, recent cervical screening and well-woman screening in line with local guidelines. Additionally, hystero-contrast salpingography in infertile women does not improve clinical pregnancy rates with expectant management in heterosexual couples and should not be offered as a therapeutic procedure. Most of the findings of this review on diagnosis are based on a low, or very low, quality of evidence, according to GRADE Working Group (grading of recommendations, assessment, development and evaluation) criteria. A low quality grading indicates that further research is very likely to have an important impact on our confidence in the estimate of effect and is likely to change the estimate, while a very low grade indicates that any estimate of effect is very uncertain. WIDER IMPLICATIONS: This review provides the most reliable evidence available to guide clinicians worldwide in the initial, evidence-based investigation of women with fertility problems in order to undertake the most useful investigation and avoid the burden of unnecessary tests.

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)0.009
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.410
Threshold uncertainty score0.886

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.075
GPT teacher head0.447
Teacher spread0.372 · 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