Evidence mapPaperPMID 42405233Full record

ArticleSleep medicine: X2026

Agreement between automated and manual scoring of level 3 home sleep apnea devices: A single-center retrospective study.

Sulaiman Khadadah, Hajar Alanazi, Yousra Saleh, Jabri Aljabri, Mohamed Fathi Elbagalaty, Anwar Ali, Mohammad Abdulsalam

Abstract read
In one paragraph

Article in Sleep medicine: X, 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

7 authors.

Sulaiman KhadadahMKH Sleep and Neurophysiology Center, Mubarak Al Kabeer Hospital, Jabriya, Kuwait.
Hajar AlanaziMKH Sleep and Neurophysiology Center, Mubarak Al Kabeer Hospital, Jabriya, Kuwait.
Yousra SalehMKH Sleep and Neurophysiology Center, Mubarak Al Kabeer Hospital, Jabriya, Kuwait.
Jabri AljabriMKH Sleep and Neurophysiology Center, Mubarak Al Kabeer Hospital, Jabriya, Kuwait.
Mohamed Fathi ElbagalatyMKH Sleep and Neurophysiology Center, Mubarak Al Kabeer Hospital, Jabriya, Kuwait.
Anwar AliMKH Sleep and Neurophysiology Center, Mubarak Al Kabeer Hospital, Jabriya, Kuwait.
Mohammad AbdulsalamMKH Sleep and Neurophysiology Center, Mubarak Al Kabeer Hospital, Jabriya, Kuwait.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

•Automated scoring on HSAT devices underestimate REI compared to manual scoring.•Automated scoring underestimated OSA severity in up to 44.5% of moderate cases.•Misclassification occurs near clinically relevant severity thresholds.•Hypopnea index was significantly lower with automated compared to manual scoring.•Findings highlight targets for improving automated and AI scoring.

Identifiers

PMID42405233
PMCPMC13330509

What Socratic holds

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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 Socratic graph.