Evidence map›Paper›PMID 37788080›Full record

ArticleJournal of travel medicine2024

Artificial intelligence models for pre-travel consultation and advice: yea or nay?

Jinghao Nicholas Ngiam, Matthew Chung Yi Koh, Priscillia Lye, Tze Sian Liong, Brenda Mae Alferez Salada, Paul Anantharajah Tambyah, Jolene Ee Ling Oon

Abstract read
In one paragraph

Article in Journal of travel medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Balancing innovation and risk: artificial intelligence in travel medicine.Tropical diseases, travel medicine and vaccines · 2026
    Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
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

7 authors.

Jinghao Nicholas NgiamDivision of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 1E Kent Ridge Rd, Singapore 119228, Singapore.
Matthew Chung Yi KohDivision of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 1E Kent Ridge Rd, Singapore 119228, Singapore.
Priscillia LyeDivision of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 1E Kent Ridge Rd, Singapore 119228, Singapore.
Tze Sian LiongDepartment of Medicine, National University Health System, Singapore, 1E Kent Ridge Rd, Singapore 119228, Singapore.
Brenda Mae Alferez SaladaDivision of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 1E Kent Ridge Rd, Singapore 119228, Singapore.
Paul Anantharajah TambyahDivision of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 1E Kent Ridge Rd, Singapore 119228, Singapore.
Jolene Ee Ling OonDivision of Infectious Diseases, Department of Medicine, National University Health System, Singapore, 1E Kent Ridge Rd, Singapore 119228, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceTravelHumansReferral and ConsultationSurveys and QuestionnairesArtificial intelligenceChatGPTpre-travel consultationvaccination

Identifiers

PMID37788080
PMCPMC10823483

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.