Evidence map›Paper›PMID 41229662›Full record

ArticleJournal of the Medical Library Association : JMLA2025

Developing and validating infant hedges for PubMed and Ovid MEDLINE: a Medical Library Association Pediatric Librarians Caucus initiative.

Lynn Kysh, Zoë Baker, Roxanne Bogucka, Emily A Brennan, Rachel J Hinrichs, Christine Willis

Abstract readValidation Study
In one paragraph

Article in Journal of the Medical Library Association : JMLA, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Lynn Kyshlkysh@ucdavis.edu, University of California-Davis, Davis, CA.ORCID https://orcid.org/0000-0003-1886-0546
Zoë Bakerzo.baker@asu.edu, Arizona State University, Tempe, AZ.ORCID https://orcid.org/0000-0003-4929-1964
Roxanne Boguckaroxanne.bogucka@austin.utexas.edu, University of Texas-Austin, Austin, TX.
Emily A Brennanbrennane@musc.edu, Evidence Synthesis Informationist, Medical University of South Carolina Libraries, Charleston, SC.ORCID https://orcid.org/0000-0001-8463-1499
Rachel J Hinrichsrhinrich@iu.edu, Indiana University, Indianapolis, IN.ORCID https://orcid.org/0000-0003-0762-744X
Christine Willischristine.willis@choa.org, Children's Healthcare of Atlanta, Atlanta, GA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: To support evidence synthesis and clinical searching, a team of librarians developed and validated infant age (birth to 23 months) search hedges for PubMed (National Library of Medicine) and Medline (OVID). Methods: We developed four sensitive hedges by selecting terms that refer to infants. Three of the hedges had identical MeSH terms and keywords but used different field tags, and the fourth was a simple keyword hedge. We compared our hedges to the built-in MeSH-based infant filter. We used relative recall calculations to validate each hedge's performance against a gold standard reference set. Results: In PubMed the similarly structured hedges performed in a range of 83.2%-83.8% sensitivity and 88.2%-89.7% specificity. The simple keyword hedge performed with an 83.5% sensitivity and 89.7% specificity. The filter generated a 70.1% sensitivity and 96.2% specificity. Similarly, in Ovid Medline, the set of similar hedges performed in a range of 82.9%-83.6% sensitivity and 88.1%-89.4% specificity. The simple keyword hedge performed with an 82.9% sensitivity and 90.8% specificity. The filter generated a 69.6% sensitivity and 96.2% specificity. Discussion: The variation in field tags did not provide a significant difference in the areas of sensitivity and specificity. The filter performed as expected with higher specificity rather than sensitivity. The simple keyword hedge performed better than anticipated with comparable sensitivity and specificity of the more complex hedges. When searching for infant population articles, the simple keyword search and filter work well for quick, clinical searching. For evidence synthesis, we recommend using one of the more sensitive infant hedges.

Indexed as

Information Storage and RetrievalMEDLINEPubMedHumansInfantInfant, NewbornLibrariansLibraries, MedicalLibrary AssociationsMedical Subject HeadingsPediatricsSensitivity and SpecificityAge GroupsBibliographic DatabasesSensitivity and SpecificitySystematic Reviews as TopicValidation Study

Identifiers

PMID41229662
PMCPMC12604066

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.