Machine Learning Analyses Reveal Circadian Features Predictive of Risk for Sleep Disturbance.

Publication Year: 2022

DOI:
10.2147/NSS.S379888

PMCID:
PMC9595061

PMID:
36304418

Journal Information

Full Title: Nat Sci Sleep

Abbreviation: Nat Sci Sleep

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Neurosciences

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score
5/6
83.3% Transparent
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Core Indicators
Evidence found in paper:

"data sharing statement all data and coding software are available on github: https://github com/aziz-zafar/mood-disorder ."

Evidence found in paper:

"data sharing statement all data and coding software are available on github: https://github com/aziz-zafar/mood-disorder ."

Evidence found in paper:

"Disclosure The authors declare no competing interests."

Evidence found in paper:

"Funding was provided by Colgate University Research Council and Picker Interdisciplinary Science Institute grants to KKI."

Protocol Registration
Open Access
Paper is freely available to read
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Replication
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Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025