Evidence map›Paper›PMID 35899029›Full record

ArticleFrontiers in physiology2022

Uneven Index: A Digital Biomarker to Prompt

Xinyi Liu, Yana Fu, Dandan Wang, Shoujun Huang, Chunlei He, Xinxin Yu, Zuhui Zhang, Dexing Kong, Qi Dai

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in physiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
1.1field-weighted citation impact, top 23% of its field
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

5 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Modern Technologies inSovremennye tekhnologii v meditsine · 2025
    Review
  3. A new digital biomarker ofFrontiers in cell and developmental biology · 2025
    Article
  4. Life (Basel, Switzerland) · 2023
    Article
  5. 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

9 authors at 3 institutions in 1 country.

Xinyi LiuSchool of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China.
Yana FuSchool of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China.
Dandan WangSchool of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China.
Shoujun HuangCollege of Mathematical Medicine, Zhejiang Normal University, Jinhua, China.
Chunlei HeCollege of Mathematical Medicine, Zhejiang Normal University, Jinhua, China.
Xinxin YuSchool of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China.
Zuhui ZhangSchool of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China.
Dexing KongCollege of Mathematical Medicine, Zhejiang Normal University, Jinhua, China.
Qi DaiSchool of Ophthalmology and Optometry, Eye Hospital Wenzhou Medical University, Wenzhou, China.
Zhejiang Normal University · CNWenzhou Medical University · CNAffiliated Eye Hospital of Wenzhou Medical College · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligenceDemodex blepharitisdigital biomarkertotal variationuneven atrophy

Identifiers

PMID35899029
PMCPMC9309610
OpenAlexW4285007797

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.