Evidence map›Paper›PMID 41657974›Full record

ArticleFindings of ACL. EMNLP. Conference on Empirical Methods in Natural Language Processing2025

MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework.

Md Shahidul Salim, Lian Fu, Arav Adikesh Ramakrishnan, Zonghai Yao, Hong Yu

Abstract read
In one paragraph

Article in Findings of ACL. EMNLP. Conference on Empirical Methods in Natural Language Processing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Md Shahidul SalimCenter for Healthcare Organization and Implementation Research, VA Bedford Health Care.
Lian FuManning College of Information and Computer Sciences, University of Massachusetts Amherst.
Arav Adikesh RamakrishnanManning College of Information and Computer Sciences, University of Massachusetts Amherst.
Zonghai YaoCenter for Healthcare Organization and Implementation Research, VA Bedford Health Care.
Hong YuCenter for Healthcare Organization and Implementation Research, VA Bedford Health Care.

Funding

HSRD VA I01 HX003969
6 · The paper itself

Abstract

We present

Identifiers

PMID41657974
PMCPMC12878947

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.