Evidence map›Paper›PMID 39452028›Full record

ArticleBrain sciences2024

Feature Contributions and Predictive Accuracy in Modeling Adolescent Daytime Sleepiness Using Machine Learning: The MeLiSA Study.

Mohammed A Mamun, Jannatul Mawa Misti, Md Emran Hasan, Firoj Al-Mamun, Moneerah Mohammad ALmerab, Johurul Islam, Mohammad Muhit, David Gozal

Abstract read
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In one paragraph

Article in Brain sciences, 2024. 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

8 authors.

Mohammed A MamunCHINTA Research Bangladesh, Dhaka 1342, Bangladesh.ORCID 0000-0002-1728-8966
Jannatul Mawa MistiCHINTA Research Bangladesh, Dhaka 1342, Bangladesh.ORCID 0000-0003-2576-2637
Md Emran HasanCHINTA Research Bangladesh, Dhaka 1342, Bangladesh.ORCID 0000-0003-0221-1090
Firoj Al-MamunCHINTA Research Bangladesh, Dhaka 1342, Bangladesh.ORCID 0000-0003-4611-9624
Moneerah Mohammad ALmerabDepartment of Psychology, College of Education and Human Development, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia.ORCID 0000-0003-4987-0309
Johurul IslamDepartment of Public Health, University of South Asia, Dhaka 1348, Bangladesh.ORCID 0000-0002-3309-5726
Mohammad MuhitDepartment of Public Health, University of South Asia, Dhaka 1348, Bangladesh.ORCID 0000-0002-3244-957X
David GozalOffice of The Dean and Department of Pediatrics, Joan C. Edwards School of Medicine, Marshall University, 1600 Medical Center Dr, Huntington, WV 25701, USA.ORCID 0000-0001-8195-6036

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

adolescentsCatBoostdaytime sleepinessfeature importancemachine learningpredictive modeling

Identifiers

PMID39452028
PMCPMC11506069

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.