Evidence map›Paper›PMID 36496462›Full record

ArticleEye (London, England)2023

Advances in machine learning to detect preventable causes of blindness.

Ethan Waisberg, Joshua Ong, Phani Paladugu, Sharif Amit Kamran, Nasif Zaman, Alireza Tavakkoli, Andrew G Lee

Abstract readLetterComment
In one paragraph

Article in Eye (London, England), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Manhattan Vision Screening and Follow-Up Study (NYC-SIGHT): optometric exam improves access and utilization of eye care services.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2024
    Trial
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Ethan WaisbergUniversity College Dublin School of Medicine, Belfield, Dublin, Ireland.ORCID 0000-0001-8999-0212
Joshua OngMichigan Medicine, University of Michigan, Ann Arbor, MI, USA.
Phani PaladuguSidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.
Sharif Amit KamranHuman-Machine Perception Laboratory, Department of Computer Science and Engineering, University of Nevada, Reno, Reno, NV, USA.ORCID 0000-0002-1681-9438
Nasif ZamanHuman-Machine Perception Laboratory, Department of Computer Science and Engineering, University of Nevada, Reno, Reno, NV, USA.
Alireza TavakkoliHuman-Machine Perception Laboratory, Department of Computer Science and Engineering, University of Nevada, Reno, Reno, NV, USA.
Andrew G LeeCenter for Space Medicine, Baylor College of Medicine, Houston, TX, USA. aglee@houstonmethodist.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

BlindnessMachine LearningHumansVisual Acuity

Identifiers

PMID36496462
PMCPMC10397272

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.