Evidence map›Paper›PMID 42650972›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Algorithmovigilance in AI-Based Oral-Health Surveillance: Temporal Drift, Cross-Survey Differences, and Predictor-Level Structural Stability in Population-Level Severe Tooth Loss Prediction.

Quang Tuan Lam, Fang-Yu Fan, Yung-Li Wang, Sheng-Wei Feng, Thi Thuy Tien Vo, Minh Huu Nhat Le, Giang Vu, Nguyen Quoc Khanh Le, I-Ta Lee

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. 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

9 authors.

Quang Tuan LamSchool of Dentistry, College of Oral Medicine, Taipei Medical University, 250 Wuxing St., Taipei 11031, Taiwan.ORCID 0009-0004-5305-2266
Fang-Yu FanSchool of Dental Technology, College of Oral Medicine, Taipei Medical University, Taipei 11031, Taiwan.ORCID 0000-0002-5176-4102
Yung-Li WangSchool of Dentistry, College of Oral Medicine, Taipei Medical University, 250 Wuxing St., Taipei 11031, Taiwan.ORCID 0000-0002-0633-8913
Sheng-Wei FengSchool of Dentistry, College of Oral Medicine, Taipei Medical University, 250 Wuxing St., Taipei 11031, Taiwan.ORCID 0000-0001-6637-7044
Thi Thuy Tien VoFaculty of Dentistry, Nguyen Tat Thanh University, Ho Chi Minh City 70000, Vietnam.
Minh Huu Nhat LeSection of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06510, USA.ORCID 0000-0002-7728-1539
Giang VuSchool of Global Health Management and Informatics, University of Central Florida, Orlando, FL 32816, USA.ORCID 0000-0003-1159-6973
Nguyen Quoc Khanh LeAIBioMed Research Group, Taipei Medical University, 250 Wuxing St., Taipei 11031, Taiwan.ORCID 0000-0003-4896-7926
I-Ta LeeSchool of Dentistry, College of Oral Medicine, Taipei Medical University, 250 Wuxing St., Taipei 11031, Taiwan.ORCID 0000-0002-8451-0280

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

algorithmovigilanceartificial intelligenceoral healthsevere tooth losstemporal drift

Identifiers

PMID42650972
PMCPMC13512040

What OpenQuestion holds

Textmetadata
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.