Evidence map›Paper›PMID 41607883›Full record

ArticleFrontiers in public health2025

Commentary: Research on the allocation of 3D printing emergency supplies in public health emergencies.

Sajitha R Nair, Praveen Nagarajan, Santosh G Thampi, Rajesh P

Abstract readComment
In one paragraph

Article in Frontiers in public health, 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

5 · Who and what money

Authors and funding

4 authors.

Sajitha R NairNSS College of Engineering, Palakkad, India.
Praveen NagarajanNational Institute of Technology, Calicut, India.
Santosh G ThampiNational Institute of Technology, Calicut, India.
Rajesh PNational Institute of Technology, Calicut, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

3D printingadditive manufacturingemergency logisticsemergency supplies allocationNSGA-II algorithmpublic health emergenciessustainable supply chains

Identifiers

PMID41607883
PMCPMC12835403

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.