Sometimes the apple does fall far from the tree: a case study on automatic indexing precision errors in PubMed

As indicated by this study's findings, automatic indexing can commit errors when indexing records that have words with non-literal or alternative meanings in their titles or abstracts. Librarians should be mindful of the existence of automatic indexing errors, and instruct authors on how best to ameliorate the effects of them within their own manuscripts.

Authors

Institutions

Publication Details

Journal
Journal of the Medical Library Association JMLA
Published
2025-10-23
DOI
https://doi.org/10.5195/jmla.2025.2110
Primary Topic
Biomedical Text Mining and Ontologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Sometimes the apple does fall far from the tree: a case study on automatic indexing precision errors in PubMed

Paije Wilson
Journal of the Medical Library Association JMLA
Biomedical Text Mining and Ontologies
article

Sometimes the apple does fall far from the tree: a case study on automatic indexing precision errors in PubMed

Paije Wilson
article en

Abstract

As indicated by this study's findings, automatic indexing can commit errors when indexing records that have words with non-literal or alternative meanings in their titles or abstracts. Librarians should be mindful of the existence of automatic indexing errors, and instruct authors on how best to ameliorate the effects of them within their own manuscripts.

Journal of the Medical Library Association JMLAVol. 113(4)
Wisconsin Department of Health Services (US), University of Wisconsin–Madison (US), University of Wisconsin Health (US), Wisconsin Division of Public Health (US)
Openalex Percentile: Top 73%
Biomedical Text Mining and Ontologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.