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The impact of fibroid treatments on quality of life and mental health: a systematic review

2024· review· en· W4391037781 on OpenAlexaboutno aff
Brooke Neumann, Bhuchitra Singh, Joshua T. Brennan, Jaime Blanck, James H. Segars

Bibliographic record

VenueFertility and Sterility · 2024
Typereview
Languageen
FieldMedicine
TopicUterine Myomas and Treatments
Canadian institutionsnot available
FundersEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentHoward and Georgeanna Jones Foundation for Reproductive Medicine
KeywordsMedicineUterine fibroidsObservational studyPsychological interventionQuality of life (healthcare)Randomized controlled trialSystematic reviewCochrane LibraryPsycINFOMental healthMEDLINEGynecologyPhysical therapyInternal medicinePsychiatryNursing

Abstract

fetched live from OpenAlex

Fibroids significantly impact the quality of life (QOL) and mental health of affected women. However, there are limited comparative data on QOL measures after medical, surgical, and radiologic interventions in women with fibroids. This study aimed to assess the current literature evaluating the impact of fibroids on QOL measures using several validated questionnaires for radiologic, medical, or surgical interventions or a combination of interventions before and after treatment. PubMed, PsycINFO, ClinicalTrials.gov, Embase, and Cochrane Library were searched from January 1990 to October 2023 to evaluate the available evidence, and the risk of bias was assessed using Cochrane RoB 2.0 or the Newcastle-Ottawa Scale. The review criteria included randomized controlled trials (RCTs) and observational cohort studies that included premenopausal women with symptomatic uterine fibroids, confirmed by imaging, who underwent an intervention to target fibroid disease. Only reports using validated questionnaires with a numerical baseline (pretreatment) and posttreatment scores were included. The exclusion criteria included perimenopausal or postmenopausal patients, conditions in addition to uterine fibroids that share similar symptoms, or studies that did not focus on QOL assessment. Abstracts were screened, and full texts were reviewed to determine whether studies met the inclusion criteria. A total of 67 studies were included after final review: 18 RCTs and 49 observational studies. All interventions were associated with a significant improvement in uterine fibroid-specific QOL measures, mental health metrics, and a reduction in symptom severity scores after treatment. These data reveal a substantial impact of uterine fibroids on the QOL and mental health of women with fibroids and indicate the metrics that can be used to compare the effectiveness of fibroid treatment options.

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)0.001
metaresearch head score (Gemma)0.000
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 score0.112
Threshold uncertainty score0.793

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0050.001
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 head0.115
GPT teacher head0.450
Teacher spread0.335 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations21
Published2024
Admission routes1
Has abstractyes

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