MétaCan
Menu
← Back to cohort

Additional file 2 of Quality of life and symptoms of pain in patients with endometriomas compared to those with other endometriosis lesions: a cross-sectional study

2024· article· en· W6958632259 on OpenAlexaff

Bibliographic record

VenueFigshare · 2024
Typearticle
Languageen
FieldMedicine
TopicEndometriosis Research and Treatment
Canadian institutionsCentre hospitalier universitaire de Québec
Fundersnot available
KeywordsEndometriosisSubgroup analysisPelvic painQuality of life (healthcare)Intensity (physics)

Abstract

fetched live from OpenAlex

Additional file 2: Table S1. Frequency and percentage of endometriosis subtypes in the study sample. Table S2. Number and size of endometriomas in participants with surgical diagnosis. Figure S1. Subgroup analyses of mean difference in superficial dyspareunia intensity of patients with endometrioma compared to those with other types of endometriosis regarding potential modification factors. Figure S2. Subgroup analyses of mean difference in chronic pelvic pain intensity of patients with endometrioma compared to those with other types of endometriosis regarding potential modification factors. Figure S3. Subgroup analyses of mean difference in deep dyspareunia intensity of patients with endometrioma compared to those with other types of endometriosis regarding potential modification factors. Figure S4. Subgroup analyses of mean difference in lower back pain intensity of patients with endometrioma compared to those with other types of endometriosis regarding potential modification factors. Figure S5. Subgroup analyses of mean difference in dysmenorrhea intensity of patients with endometrioma compared to those with other types of endometriosis regarding potential modification factors. Figure S6. Subgroup analyses of mean difference in dyschezia intensity of patients with endometrioma compared to those with other types of endometriosis regarding potential modification factors. Figure S7. Impaired quality of life and severe pain symptoms of patients with endometriomas compared to those with other lesions of endometriosis.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.519
Threshold uncertainty score0.686

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.017
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.5190.020

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 head0.063
GPT teacher head0.352
Teacher spread0.289 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designObservational
Domainnot available
GenreOther

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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueFigshare→Same topicEndometriosis Research and Treatment→French-language works237,207→