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Paper Citation Record · LEDGER

Agentic AI-enabled discovery across large-scale sleep physiology

As of 18 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 0 inbound Pith citation observations for arXiv:2607.25175.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.25175 v2

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:18:48.987470Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

86 of 86 outbound references displayed

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  • unresolved85
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  • malformed identifier1
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Outbound references

Observation 2cb12e9a-dddc-478d-bead-a65e5f2f4481 · outbound

This paper cites Sleep duration and all-cause mortality: a systematic review and meta-analysis of prospective studies.Sleep, 33(5):585–592, 2010.

Agentic AI-enabled discovery across large-scale sleep physiology Sleep duration and all-cause mortality: a systematic review and meta-analysis of prospective studies.Sleep, 33(5):585–592, 2010

Reference 1

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Observation 3b49edc6-880c-499b-bc5f-b8687178fd26 · outbound

This paper cites A meta-analysis of the impact of short-term sleep deprivation on cognitive variables.Psychological bulletin, 136(3):375, 2010.

Agentic AI-enabled discovery across large-scale sleep physiology A meta-analysis of the impact of short-term sleep deprivation on cognitive variables.Psychological bulletin, 136(3):375, 2010

Reference 2

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Observation 290dc916-a2d0-4d56-bbdd-bebe4c446240 · outbound

This paper cites Is sleep essential?PLoS biology, 6(8):e216, 2008.

Agentic AI-enabled discovery across large-scale sleep physiology Is sleep essential?PLoS biology, 6(8):e216, 2008

Reference 3

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source=pdf_text observed=2026-08-01T03:18:37.826983Z digest=sha256:f7cfc005f181230acf123d5c8c55a201b4b6871baeffe3da68acf7206ae58dcd

Observation b1f9b9d2-2642-4a4f-831c-61ab71a6e3a8 · outbound

This paper cites Physiological correlates of prolonged sleep deprivation in rats.Science, 221(4606):182–184, 1983.

Agentic AI-enabled discovery across large-scale sleep physiology Physiological correlates of prolonged sleep deprivation in rats.Science, 221(4606):182–184, 1983

Reference 4

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Observation fa788781-4263-4a0b-8791-bca5f7124b8b · outbound

This paper cites Simon and Schuster, 2017.

Agentic AI-enabled discovery across large-scale sleep physiology Simon and Schuster, 2017

Reference 5

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Observation 3d1a51ab-8aa7-4cec-86ff-90a0475153ca · outbound

This paper cites an unresolved cited work.

Agentic AI-enabled discovery across large-scale sleep physiology Unresolved cited work

Reference 6

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Observation b6896335-e970-4ceb-a7a7-12528ae638c6 · outbound

This paper cites CAISR: achieving human-level performance in automated sleep analysis across all clinical sleep metrics.Sleep, 48(8):zsaf134, 2025.

Agentic AI-enabled discovery across large-scale sleep physiology CAISR: achieving human-level performance in automated sleep analysis across all clinical sleep metrics.Sleep, 48(8):zsaf134, 2025

Reference 7

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Observation 9fb617d4-2faa-49b6-bf79-423dc1a8dbbc · outbound

This paper cites SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals.

Agentic AI-enabled discovery across large-scale sleep physiology SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals

Reference 8

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Observation cb052aea-8806-442a-869b-ca0230e40773 · outbound

This paper cites A multimodal sleep foundation model for disease prediction.Nature Medicine, pages 1–11, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology A multimodal sleep foundation model for disease prediction.Nature Medicine, pages 1–11, 2026

Reference 9

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Observation 683dfeb1-ce6f-4fa7-b3b4-a2ea95d2d0f1 · outbound

This paper cites Stanford Sleep Bench: Evaluating polysomnography pre-training methods for sleep foundation models.arXiv preprint arXiv:2512.09591, 2025.

Agentic AI-enabled discovery across large-scale sleep physiology Stanford Sleep Bench: Evaluating polysomnography pre-training methods for sleep foundation models.arXiv preprint arXiv:2512.09591, 2025

Reference 10

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source=pdf_text observed=2026-08-01T03:18:38.661941Z digest=sha256:05148b9cebe1fe53b12050c1e90460a9fdfc8eab01cc6cd246e6f29d4bd7f09e

Observation a2d84f11-3f23-44f2-b397-d09a5e3abf1c · outbound

This paper cites SleepLM: Natural-Language Intelligence for Human Sleep.

Agentic AI-enabled discovery across large-scale sleep physiology SleepLM: Natural-Language Intelligence for Human Sleep

Reference 11

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source=pdf_text observed=2026-08-01T03:18:38.779617Z digest=sha256:30197d3a1749ff55dbd3e9e4d9c4d9a946aee5356c8699f6474be617e5942ffb

Observation b2fda9a9-07b0-40f3-93c4-7ebd5c5f0006 · outbound

This paper cites Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023

Reference 12

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Observation f90fcab5-7822-4994-8f37-086ab50f34ce · outbound

This paper cites Towards end-to-end automation of AI research.Nature, 651(8107):914–919, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Towards end-to-end automation of AI research.Nature, 651(8107):914–919, 2026

Reference 13

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Observation cc928bb0-c436-476a-94d9-e0a55b7374ca · outbound

This paper cites Kosmos: An AI Scientist for Autonomous Discovery.

Agentic AI-enabled discovery across large-scale sleep physiology Kosmos: An AI Scientist for Autonomous Discovery

Reference 14

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Observation 454fd5d2-23c5-458d-bb7d-ad0bdaff2f46 · outbound

This paper cites Autonomous biomedical research with an artificial intelligence agent.

Agentic AI-enabled discovery across large-scale sleep physiology Autonomous biomedical research with an artificial intelligence agent

Reference 15

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Observation 1629cc5d-d820-4277-9232-ae51cb1be9e3 · outbound

This paper cites Ai-researcher: Autonomous scientific innovation.Advances in Neural Information Processing Systems, 38:9481–9520, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Ai-researcher: Autonomous scientific innovation.Advances in Neural Information Processing Systems, 38:9481–9520, 2026

Reference 16

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Observation 3f685c29-83be-4db6-885a-f70b06cb175a · outbound

This paper cites Eubiota: Modular agentic AI for autonomous discovery in the gut microbiome.bioRxiv, pages 2026–02, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Eubiota: Modular agentic AI for autonomous discovery in the gut microbiome.bioRxiv, pages 2026–02, 2026

Reference 17

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Observation 36618253-639a-4aab-bcb9-2330801c94de · outbound

This paper cites The virtual biotech: A multi-agent AI framework for therapeutic discovery and development.bioRxiv, pages 2026–02, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology The virtual biotech: A multi-agent AI framework for therapeutic discovery and development.bioRxiv, pages 2026–02, 2026

Reference 18

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Observation bbe0572d-cd80-45f5-a93f-7b1b4b2151f1 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Agentic AI-enabled discovery across large-scale sleep physiology AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 19

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Observation 43c4213d-f017-4771-bdee-af03b52c8037 · outbound

This paper cites Accelerating scientific discovery with Co-Scientist.Nature, pages 1–3, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Accelerating scientific discovery with Co-Scientist.Nature, pages 1–3, 2026

Reference 20

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Observation bee306af-7853-48df-8935-2f5ea0c6241b · outbound

This paper cites Empowering biomedical discovery with AI agents.Cell, 187(22):6125–6151, 2024.

Agentic AI-enabled discovery across large-scale sleep physiology Empowering biomedical discovery with AI agents.Cell, 187(22):6125–6151, 2024

Reference 21

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Observation f991d4ec-dffc-4978-b5b6-8c1dbd12a512 · outbound

This paper cites Autonomous LLM-driven research—from data to human-verifiable research papers.NEJM AI, 2(1):AIoa2400555, 2025.

Agentic AI-enabled discovery across large-scale sleep physiology Autonomous LLM-driven research—from data to human-verifiable research papers.NEJM AI, 2(1):AIoa2400555, 2025

Reference 22

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Observation 344d2276-5580-49f3-b6d2-a55716f644a8 · outbound

This paper cites The Virtual Lab of AI agents designs new SARS-CoV-2 nanobodies.Nature, 646(8085):716–723, 2025.

Agentic AI-enabled discovery across large-scale sleep physiology The Virtual Lab of AI agents designs new SARS-CoV-2 nanobodies.Nature, 646(8085):716–723, 2025

Reference 23

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Observation 0fc79efd-1451-4c26-a8e5-b4a5d9de36c9 · outbound

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Agentic AI-enabled discovery across large-scale sleep physiology Unresolved cited work

Reference 24

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Observation ea49c565-abdb-4d01-a3ed-0ad1c8dc1e28 · outbound

This paper cites Automatic detection of chronic insomnia from polysomnographic and clinical variables using machine learning.

Agentic AI-enabled discovery across large-scale sleep physiology Automatic detection of chronic insomnia from polysomnographic and clinical variables using machine learning

Reference 25

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Observation e44cdbfd-590b-4553-960a-f906d62da02d · outbound

This paper cites Associations between self-reported parasomnias and psychiatric illness in 370,000 patients with sleep disorders.Psychiatry and Clinical Neurosciences, 78(11):667–677, 2024.

Agentic AI-enabled discovery across large-scale sleep physiology Associations between self-reported parasomnias and psychiatric illness in 370,000 patients with sleep disorders.Psychiatry and Clinical Neurosciences, 78(11):667–677, 2024

Reference 26

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Observation f40ca161-fe97-4837-a0d5-e2fea7473ed9 · outbound

This paper cites The use of the odds ratio product and self-reported data to detect comorbid insomnia and sleep apnea.SLEEPJ, 49(2):zsaf198, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology The use of the odds ratio product and self-reported data to detect comorbid insomnia and sleep apnea.SLEEPJ, 49(2):zsaf198, 2026

Reference 27

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Observation da76f1c3-be92-4ae9-bfd7-832da601576e · outbound

This paper cites Stephansen, Alexander N.

Agentic AI-enabled discovery across large-scale sleep physiology Stephansen, Alexander N

Reference 28

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Observation c0fd1e6a-6736-41b3-a376-13cf414313ec · outbound

This paper cites The National Sleep Research Resource: towards a sleep data commons.Journal of the American Medical Informatics Association, 25(10):1351–1358, 2018.

Agentic AI-enabled discovery across large-scale sleep physiology The National Sleep Research Resource: towards a sleep data commons.Journal of the American Medical Informatics Association, 25(10):1351–1358, 2018

Reference 29

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Observation e615cfe8-aba2-4331-8dd5-0d4a6842e487 · outbound

This paper cites U-Sleep: resilient high-frequency sleep staging.NPJ digital medicine, 4(1):72, 2021.

Agentic AI-enabled discovery across large-scale sleep physiology U-Sleep: resilient high-frequency sleep staging.NPJ digital medicine, 4(1):72, 2021

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Observation d808d543-dea6-4488-a272-d3e2b8f0e22a · outbound

This paper cites Automatic detection of cortical arousals in sleep and their contribution to daytime sleepiness.Clinical Neurophysiology, 131(6):1187–1203, 2020.

Agentic AI-enabled discovery across large-scale sleep physiology Automatic detection of cortical arousals in sleep and their contribution to daytime sleepiness.Clinical Neurophysiology, 131(6):1187–1203, 2020

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Observation 32d2ee0a-4602-4da4-aec7-85582cc13fad · outbound

This paper cites Expert-level probabilistic breathing event detector informs phenotyping of sleep apnea.Nature Communications, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Expert-level probabilistic breathing event detector informs phenotyping of sleep apnea.Nature Communications, 2026

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Observation 016cb445-1776-4155-9602-449f71c1b966 · outbound

This paper cites Transient oscillation dynamics during sleep provide a robust basis for electroencephalographic phenotyping and biomarker identification.Sleep, 46(1):zsac223, 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Transient oscillation dynamics during sleep provide a robust basis for electroencephalographic phenotyping and biomarker identification.Sleep, 46(1):zsac223, 2023

Reference 33

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Observation c8ce0166-8b5e-4bd7-8f41-ca09197b561a · outbound

This paper cites Saibene, M.

Agentic AI-enabled discovery across large-scale sleep physiology Saibene, M

Reference 34

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Observation c2d4aa79-a023-48c4-8e74-3e5a45f6cae9 · outbound

This paper cites An open-source, high-performance tool for automated sleep staging.eLife, 10:e70092, 2021.

Agentic AI-enabled discovery across large-scale sleep physiology An open-source, high-performance tool for automated sleep staging.eLife, 10:e70092, 2021

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source=pdf_text observed=2026-08-01T03:18:41.976345Z digest=sha256:4919e9b0d1928d27de6ef7fb2240cc880bb31c1bffc99c1bce3a164294018d51

Observation 1fb5ff00-2b1c-4689-9113-2f8104e59b0b · outbound

This paper cites Network physiology reveals relations between network topology and physiological function.Nature communications, 3(1):702, 2012.

Agentic AI-enabled discovery across large-scale sleep physiology Network physiology reveals relations between network topology and physiological function.Nature communications, 3(1):702, 2012

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source=pdf_text observed=2026-08-01T03:18:42.150937Z digest=sha256:85cc520268bbd7136e9ea2183eca389ebc19c0e4aac2d424750c4eedf22fbbb9

Observation a10e54f6-bf69-4465-8d4b-bf31b31a8546 · outbound

This paper cites Chronic heart failure detection based on long-term RR interval dynamics.Journal of Electrocardiology, 97:154242, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Chronic heart failure detection based on long-term RR interval dynamics.Journal of Electrocardiology, 97:154242, 2026

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Observation 9113b79e-f99c-427d-8e71-e9ef26614c58 · outbound

This paper cites an unresolved cited work.

Agentic AI-enabled discovery across large-scale sleep physiology Unresolved cited work

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source=pdf_text observed=2026-08-01T03:18:42.443760Z digest=sha256:76944d6885e9008815b922c26221a1f55b6fe5f68ab875fdaf9f4a4bef573dbd

Observation ea643d20-e339-449f-92f0-25653dde2b2c · outbound

This paper cites Age estimation from sleep studies using deep learning predicts life expectancy.NPJ digital medicine, 5(1):103, 2022.

Agentic AI-enabled discovery across large-scale sleep physiology Age estimation from sleep studies using deep learning predicts life expectancy.NPJ digital medicine, 5(1):103, 2022

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source=pdf_text observed=2026-08-01T03:18:42.590041Z digest=sha256:564559df9f7d36c52a1a1151fb93428c679870a583f507ab586ec8dee3c0819f

Observation 93cc6fd3-347f-4d1f-acf4-c2cae879674d · outbound

This paper cites Brain age from the electroencephalogram of sleep.Neurobiology of aging, 74:112–120, 2019.

Agentic AI-enabled discovery across large-scale sleep physiology Brain age from the electroencephalogram of sleep.Neurobiology of aging, 74:112–120, 2019

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Observation 29bc1ac8-073f-4233-b64a-6874f831ca99 · outbound

This paper cites Machine learning–based sleep electroencephalographic brain age index and dementia risk: an individual participant data meta-analysis.

Agentic AI-enabled discovery across large-scale sleep physiology Machine learning–based sleep electroencephalographic brain age index and dementia risk: an individual participant data meta-analysis

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source=pdf_text observed=2026-08-01T03:18:42.896411Z digest=sha256:7b4c8f6febd2c2563425c8dc970df8048ccc8dbc1d7225558d20c94436c1774b

Observation 9fff4003-1f70-4678-b23f-89b93c14f586 · outbound

This paper cites Decoding information about cognitive health from the brainwaves of sleep.Scientific Reports, 13(1):11448, 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Decoding information about cognitive health from the brainwaves of sleep.Scientific Reports, 13(1):11448, 2023

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source=pdf_text observed=2026-08-01T03:18:43.057871Z digest=sha256:cff1b729a0d5805dfdf366ce09a271a309f65b8cf3eaaa7e654fd4ed7ca4602a

Observation 1c95b284-1d24-45b2-bce3-27441898ff1b · outbound

This paper cites Hallmarks of aging: An expanding universe.Cell, 186:243–278, 1 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Hallmarks of aging: An expanding universe.Cell, 186:243–278, 1 2023

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source=pdf_text observed=2026-08-01T03:18:43.164257Z digest=sha256:e0ecff7f671a41348be8d2abcf144677bed7a6f872b0be8a43e289439d0fbb8b

Observation fcc1d9b9-9e9a-46dd-82ad-2e0e7c370faf · outbound

This paper cites American Academy of Sleep Medicine, Darien, IL, 3 edition, 2014.

Agentic AI-enabled discovery across large-scale sleep physiology American Academy of Sleep Medicine, Darien, IL, 3 edition, 2014

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source=pdf_text observed=2026-08-01T03:18:43.294760Z digest=sha256:32cabcd6b57a8f421f0f9cc7bcdb3a6b24d67375cc27e5b3698120909d604f9d

Observation ba99b6bc-4f19-425b-b8fb-a75bc6a17712 · outbound

This paper cites Developing a successful treatment for co-morbid insomnia and sleep apnoea.Sleep medicine reviews, 33:28–38, 2017.

Agentic AI-enabled discovery across large-scale sleep physiology Developing a successful treatment for co-morbid insomnia and sleep apnoea.Sleep medicine reviews, 33:28–38, 2017

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source=pdf_text observed=2026-08-01T03:18:43.399821Z digest=sha256:b76cfbd4001bda13a0a0bca77be8e4e3d2b1241b08a72bfbba47223a86aef429

Observation fc823273-0234-4917-a27f-ded88719e9ca · outbound

This paper cites an unresolved cited work.

Agentic AI-enabled discovery across large-scale sleep physiology Unresolved cited work

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source=pdf_text observed=2026-08-01T03:18:43.560505Z digest=sha256:e3934434aceede50621f9e799d51bfc68b5c3e90a32d2c59872cddf3fff0e304

Observation baa5d7a6-094d-4497-b04b-83d80908ea92 · outbound

This paper cites The association of co-morbid insomnia and sleep apnea with prevalent cardiovascular disease and incident cardiovascular events.Journal of sleep research, 31(5):e13563, 2022.

Agentic AI-enabled discovery across large-scale sleep physiology The association of co-morbid insomnia and sleep apnea with prevalent cardiovascular disease and incident cardiovascular events.Journal of sleep research, 31(5):e13563, 2022

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source=pdf_text observed=2026-08-01T03:18:43.673995Z digest=sha256:e1273704c9d5ade3d8a744fa677b864d14b5ea68e386f07580d93b7a55131e10

Observation ea6385d8-0d5a-4422-bfe0-97874926d4d2 · outbound

This paper cites Bi-directional relationships between co-morbid insomnia and sleep apnea (COMISA).Sleep medicine reviews, 60:101519, 2021.

Agentic AI-enabled discovery across large-scale sleep physiology Bi-directional relationships between co-morbid insomnia and sleep apnea (COMISA).Sleep medicine reviews, 60:101519, 2021

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source=pdf_text observed=2026-08-01T03:18:43.841958Z digest=sha256:49e9765871dea6e37482e0b9dc6fdc3202776c5d31d2d6df3c86c530746b189e

Observation 7bd83bea-6542-44e4-be94-5b1c57e06554 · outbound

This paper cites Obstructive sleep apnea is a distinct physiological endotype in individuals with comorbid insomnia and sleep apnea.Annals of the American Thoracic Society, 20(10):1508–1515, 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Obstructive sleep apnea is a distinct physiological endotype in individuals with comorbid insomnia and sleep apnea.Annals of the American Thoracic Society, 20(10):1508–1515, 2023

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source=pdf_text observed=2026-08-01T03:18:44.009988Z digest=sha256:f62b8a35607e1df9d38d1875eac9dde052c05608b132c0e5981ddfed43c1bcee

Observation 2be81f19-40fa-422a-9c59-4b9149aab427 · outbound

This paper cites Respiratory arousal threshold among patients with isolated sleep apnea and with comorbid insomnia (COMISA).Scientific reports, 13(1):7638, 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Respiratory arousal threshold among patients with isolated sleep apnea and with comorbid insomnia (COMISA).Scientific reports, 13(1):7638, 2023

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source=pdf_text observed=2026-08-01T03:18:44.112527Z digest=sha256:bef71d242698d0dea4be51b6251d06f6445ba0488b20628fb4973186f6ce9051

Observation 5fdc708f-df65-4b82-a893-8c2b70ebcb5e · outbound

This paper cites Physiopathological correlations of comorbid insomnia and sleep apnoea (COMISA)–a systematic review and meta-analysis.Sleep and Breathing, 30(2):101, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Physiopathological correlations of comorbid insomnia and sleep apnoea (COMISA)–a systematic review and meta-analysis.Sleep and Breathing, 30(2):101, 2026

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source=pdf_text observed=2026-08-01T03:18:44.225612Z digest=sha256:fd62f4212dcfb5dbc301c67e9ddbb1bcec7fb6187232bc12451a156a45f9a508

Observation 0704aa9d-e1d2-4a0d-b641-4817d098e61d · outbound

This paper cites Dynamic coupling between the central and autonomic nervous systems during sleep: a review.Neuroscience & Biobehavioral Reviews, 90:84–103, 2018.

Agentic AI-enabled discovery across large-scale sleep physiology Dynamic coupling between the central and autonomic nervous systems during sleep: a review.Neuroscience & Biobehavioral Reviews, 90:84–103, 2018

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source=pdf_text observed=2026-08-01T03:18:44.384214Z digest=sha256:b2f3fbfb7274ae9747e325845fee041b98cdb8a9849b86312216ad250a743c2f

Observation 84402a0b-746b-4b7c-a518-4e80fd6833a4 · outbound

This paper cites Sleep changes in the disorder of insomnia: a meta-analysis of polysomnographic studies.Sleep medicine reviews, 18(3):195–213, 2014.

Agentic AI-enabled discovery across large-scale sleep physiology Sleep changes in the disorder of insomnia: a meta-analysis of polysomnographic studies.Sleep medicine reviews, 18(3):195–213, 2014

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source=pdf_text observed=2026-08-01T03:18:44.492748Z digest=sha256:9dc49f7fbd157cefca59af91d8a5f3366e04a2a3bb7a6fc81990c9ce6657e329

Observation 53ba6f00-2313-4e7f-9a44-9ee73b4ef68d · outbound

This paper cites Reconsidering sleep perception in insomnia: from misperception to mismeasurement.Journal of sleep research, 32(6):e14028, 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Reconsidering sleep perception in insomnia: from misperception to mismeasurement.Journal of sleep research, 32(6):e14028, 2023

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source=pdf_text observed=2026-08-01T03:18:44.612589Z digest=sha256:1d20ffd2be4382ec775549cf9c81d9bc2d715ec20c27ba0bf35dcef93fb802b6

Observation 7c028c5e-c442-428a-8d5a-b61298a27433 · outbound

This paper cites Heart rate response to cortical arousals in patients with isolated obstructive sleep apnea and with comorbid insomnia (COMISA).Sleep and Breathing, 28(2):735–744, 2024.

Agentic AI-enabled discovery across large-scale sleep physiology Heart rate response to cortical arousals in patients with isolated obstructive sleep apnea and with comorbid insomnia (COMISA).Sleep and Breathing, 28(2):735–744, 2024

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source=pdf_text observed=2026-08-01T03:18:44.770361Z digest=sha256:61bb2ef516e5b623309173df8f84430b962eed94bff11cd6fc0ae13c3346c409

Observation ce130ed6-e866-4088-a2b7-1566ee0393d1 · outbound

This paper cites Interactions between insomnia and obstructive sleep apnea.medRxiv, pages 2026–07, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology Interactions between insomnia and obstructive sleep apnea.medRxiv, pages 2026–07, 2026

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source=pdf_text observed=2026-08-01T03:18:44.875400Z digest=sha256:4574151492fc44f3195a1fd477376314fc3583fe493bc33596ee296307f785bf

Observation 673438fb-989c-4af1-9d6e-49fddb134c58 · outbound

This paper cites Sleep homeostasis and models of sleep regulation.Journal of biological rhythms, 14(6):559–570, 1999.

Agentic AI-enabled discovery across large-scale sleep physiology Sleep homeostasis and models of sleep regulation.Journal of biological rhythms, 14(6):559–570, 1999

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source=pdf_text observed=2026-08-01T03:18:44.994187Z digest=sha256:8c7c9384652fbe816391ed7d9c73332a06042cf6c9a52a1ddb50294e090a453a

Observation 5b26c30e-4436-4119-a1ca-f521feb71f09 · outbound

This paper cites A unified mathematical model to quantify performance impairment for both chronic sleep restriction and total sleep deprivation.Journal of theoretical biology, 331:66–77, 2013.

Agentic AI-enabled discovery across large-scale sleep physiology A unified mathematical model to quantify performance impairment for both chronic sleep restriction and total sleep deprivation.Journal of theoretical biology, 331:66–77, 2013

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source=pdf_text observed=2026-08-01T03:18:45.169304Z digest=sha256:002e62758a681f4d90ef1b08a437380a44ee700596d3741ad7b1f36c293f412d

Observation 02554c8b-d288-42fe-9ba0-200b1b9a28ba · outbound

This paper cites Revisiting brain gene expression changes and protein modifications tracking homeostatic sleep pressure.npj Biological Timing and Sleep, 2(1):30, 2025.

Agentic AI-enabled discovery across large-scale sleep physiology Revisiting brain gene expression changes and protein modifications tracking homeostatic sleep pressure.npj Biological Timing and Sleep, 2(1):30, 2025

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source=pdf_text observed=2026-08-01T03:18:45.281565Z digest=sha256:1ad97c7bdad56c420b9f2e57af7bbfd8b11e39a8cbef05800223aa199e502165

Observation 10c7958d-366c-4c68-82b8-2ee6239e759b · outbound

This paper cites Neural and homeostatic regulation of REM sleep.Frontiers in psychology, 11:1662, 2020.

Agentic AI-enabled discovery across large-scale sleep physiology Neural and homeostatic regulation of REM sleep.Frontiers in psychology, 11:1662, 2020

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source=pdf_text observed=2026-08-01T03:18:45.409744Z digest=sha256:d1fc8eb80efaa87fcd0242bfcc33d7ee5d64f161708daf6d580f93f02c192257

Observation d4fb43a3-3603-4949-82cb-bb2e6ee45790 · outbound

This paper cites an unresolved cited work.

Agentic AI-enabled discovery across large-scale sleep physiology Unresolved cited work

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source=pdf_text observed=2026-08-01T03:18:45.514466Z digest=sha256:46f4dad9b9cdb38f1f03e8a0a65baa7aad0d52594a8b3b694e939912153a8aa2

Observation 777993ba-e5b9-43cc-aecd-7dc75a6a67c6 · outbound

This paper cites Does the function of REM sleep concern non-REM sleep or waking?Progress in neurobiology, 44(5):433–449, 1994.

Agentic AI-enabled discovery across large-scale sleep physiology Does the function of REM sleep concern non-REM sleep or waking?Progress in neurobiology, 44(5):433–449, 1994

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source=pdf_text observed=2026-08-01T03:18:45.658227Z digest=sha256:fcd2079e76ba8bc2c5078ac472abe791fdef4f03efa733e387ae14f106a4cb11

Observation 22086516-d404-40d9-bc61-3b2a5cf75a02 · outbound

This paper cites Homeostasis of REM sleep after total and selective sleep deprivation in the rat.Journal of Neurophysiology, 84(5):2699–2702, 2000.

Agentic AI-enabled discovery across large-scale sleep physiology Homeostasis of REM sleep after total and selective sleep deprivation in the rat.Journal of Neurophysiology, 84(5):2699–2702, 2000

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source=pdf_text observed=2026-08-01T03:18:45.766397Z digest=sha256:49cc37e9b48e82301087f3efe6134ad348bbd1fec6efd0b9077a59db10f01c64

Observation 3f43aabb-ad8d-4046-b897-d9b9a1635693 · outbound

This paper cites Long-term vs.

Agentic AI-enabled discovery across large-scale sleep physiology Long-term vs

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source=pdf_text observed=2026-08-01T03:18:45.895544Z digest=sha256:889ecb16a7f5e89ee5368bd5e95dfc8c6b74686815c3c81c77e0819826078883

Observation bb7b61af-393c-4eed-a056-2489d68b7f47 · outbound

This paper cites Circadian andhomeostatic controlof rapideye movement(REM)sleep: promotion of REM tendency by the suprachiasmatic nucleus.Journal of Neuroscience, 20(11):4300–4310, 2000.

Agentic AI-enabled discovery across large-scale sleep physiology Circadian andhomeostatic controlof rapideye movement(REM)sleep: promotion of REM tendency by the suprachiasmatic nucleus.Journal of Neuroscience, 20(11):4300–4310, 2000

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source=pdf_text observed=2026-08-01T03:18:46.050115Z digest=sha256:5849ea0bdfbd72e4b58ab1abe930314e73f860d2611fefc8209f49bd0b3e8022

Observation 51bf514d-8eb4-4bdb-8089-0d13e6a5784e · outbound

This paper cites A predictive propensity measure to enter REM sleep.Frontiers in Neuroscience, 18:1431407, 2024.

Agentic AI-enabled discovery across large-scale sleep physiology A predictive propensity measure to enter REM sleep.Frontiers in Neuroscience, 18:1431407, 2024

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source=pdf_text observed=2026-08-01T03:18:46.208723Z digest=sha256:f7258542c7e12664872102a824f4a93c5e8493aa199208437dd6b1cf6de972c4

Observation 5f28ca7a-ebe4-4060-b7a1-5cda40c5d2ba · outbound

This paper cites A data-driven measure of REM sleep propensity for human and rodent sleep.arXiv preprint arXiv:2604.01252, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology A data-driven measure of REM sleep propensity for human and rodent sleep.arXiv preprint arXiv:2604.01252, 2026

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source=pdf_text observed=2026-08-01T03:18:46.386552Z digest=sha256:c2d5e03712c08a18995325420480e1562afcf6776cf98c4de89c56f33f3ce93a

Observation 82f4edaa-5856-4007-a121-eaf458b10313 · outbound

This paper cites Elicitation of sleep-onset REM periods in normal individuals using the sleep interruption technique (SIT).Sleep Medicine, 3(6):479–488, 2002.

Agentic AI-enabled discovery across large-scale sleep physiology Elicitation of sleep-onset REM periods in normal individuals using the sleep interruption technique (SIT).Sleep Medicine, 3(6):479–488, 2002

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source=pdf_text observed=2026-08-01T03:18:46.562593Z digest=sha256:88210b54d2f9979ef8d2814c769829bf1800545419316c486363202ae4f2e3c6

Observation 66beca56-1c04-473d-894a-71acd9ad5600 · outbound

This paper cites Effects of sleep interruption on body temperature in human subjects.Sleep, 16(5):478–483, 1993.

Agentic AI-enabled discovery across large-scale sleep physiology Effects of sleep interruption on body temperature in human subjects.Sleep, 16(5):478–483, 1993

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source=pdf_text observed=2026-08-01T03:18:46.692015Z digest=sha256:578806853a087a495a4adc775de4ac18a26feb10930b58b92f51e0ea9f55410b

Observation 33a461f4-3f9a-41a4-becf-0118399d192f · outbound

This paper cites Sleep problems in narcolepsy and the role of hypocretin/orexin deficiency.

Agentic AI-enabled discovery across large-scale sleep physiology Sleep problems in narcolepsy and the role of hypocretin/orexin deficiency

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source=pdf_text observed=2026-08-01T03:18:46.837714Z digest=sha256:ce1be51c740bf5292e386b231cb2b972e84e98ce8325732c68ea8a81081db545

Observation c3697a76-6491-48e1-b0e6-a85db3a7811d · outbound

This paper cites ’SleepCycles’ package for R – a free software tool for the detection of sleep cycles from sleep staging.MethodsX, 8:101318, 2021.

Agentic AI-enabled discovery across large-scale sleep physiology ’SleepCycles’ package for R – a free software tool for the detection of sleep cycles from sleep staging.MethodsX, 8:101318, 2021

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source=pdf_text observed=2026-08-01T03:18:46.972141Z digest=sha256:8030c76207f99fd3664b386cb9b82e2b641fc230f37be186bbec73ecfd20cce4

Observation 1910ebe6-aec7-4afc-b159-d7e5d36364b7 · outbound

This paper cites An asymmetrical hypothesis for the NREM-REM sleep alternation—what is the NREM-REM cycle?Frontiers in Neuroscience, 15:627193, 2021.

Agentic AI-enabled discovery across large-scale sleep physiology An asymmetrical hypothesis for the NREM-REM sleep alternation—what is the NREM-REM cycle?Frontiers in Neuroscience, 15:627193, 2021

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source=pdf_text observed=2026-08-01T03:18:47.120535Z digest=sha256:61a5dbea09dccc4812c48e56422f73823b68924ba1f68691cd169883e8155d99

Observation cffc2e3c-732f-421d-815a-34f3c932563b · outbound

This paper cites A probabilistic model for the ultradian timing of REM sleep in mice.PLoS computational biology, 17(8):e1009316, 2021.

Agentic AI-enabled discovery across large-scale sleep physiology A probabilistic model for the ultradian timing of REM sleep in mice.PLoS computational biology, 17(8):e1009316, 2021

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source=pdf_text observed=2026-08-01T03:18:47.240200Z digest=sha256:3f991c9029d313e98a2bc40eaaac073f042d38fe309aa468330bbe0a2e69b2d7

Observation 15e2b8c1-2d09-4d53-9e70-3cc05d75efaa · outbound

This paper cites Homeostatic regulation of REM sleep in humans during extended sleep.Sleep, 21(3):267–276, 1998.

Agentic AI-enabled discovery across large-scale sleep physiology Homeostatic regulation of REM sleep in humans during extended sleep.Sleep, 21(3):267–276, 1998

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source=pdf_text observed=2026-08-01T03:18:47.426378Z digest=sha256:a02a8464433a14a33c202ce5f8e2ac7d4e48dcd884145a836b96fbc4cac2259b

Observation c9d2bc12-c8b1-4992-aa9d-02897d09644c · outbound

This paper cites Vivaldi, and Adrián Ocampo-Garcés.

Agentic AI-enabled discovery across large-scale sleep physiology Vivaldi, and Adrián Ocampo-Garcés

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source=pdf_text observed=2026-08-01T03:18:47.594773Z digest=sha256:760dfa9a36b0c33b1bdbd1e0d8f21b449ab6e2e227cd20c9f17f473ab9528899

Observation 24c8f427-cfc5-41f2-9a3f-a972c1b968a5 · outbound

This paper cites REM sleep-dependent short-term and long-term hourglass processes in the ultradian organization and recovery of REM sleep in the rat.Sleep, 43(8):zsaa023, 2020.

Agentic AI-enabled discovery across large-scale sleep physiology REM sleep-dependent short-term and long-term hourglass processes in the ultradian organization and recovery of REM sleep in the rat.Sleep, 43(8):zsaa023, 2020

Reference 76

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source=pdf_text observed=2026-08-01T03:18:47.726289Z digest=sha256:739656dd0387f90df110c055510d92d0d18242d16c3fa23ba73988d0f552fc67

Observation 517a9140-fb0e-4d6d-ad16-930675a501e3 · outbound

This paper cites Hilaire, James K Wyatt, Frank AJL Scheer, Kenneth P Wright Jr, Emery N Brown, Joseph M Ronda, et al.

Agentic AI-enabled discovery across large-scale sleep physiology Hilaire, James K Wyatt, Frank AJL Scheer, Kenneth P Wright Jr, Emery N Brown, Joseph M Ronda, et al

Reference 77

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source=pdf_text observed=2026-08-01T03:18:47.843558Z digest=sha256:ee00f074361d88e3fbdef3adadd2b4b652462a694b355825d4d9c7db34afe02b

Observation 4a30d309-1c3b-4ae6-a6c6-f39297223fa5 · outbound

This paper cites an unresolved cited work.

Agentic AI-enabled discovery across large-scale sleep physiology Unresolved cited work

Reference 78

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source=pdf_text observed=2026-08-01T03:18:47.976319Z digest=sha256:d4c820edd8a39190a0de4922710cc56b6a8774b40030600e0dcb599999a96fff

Observation 9f97bc00-4214-4a74-a169-cf6cf05441c4 · outbound

This paper cites Sleep state switching.Neuron, 68(6):1023–1042, 2010.

Agentic AI-enabled discovery across large-scale sleep physiology Sleep state switching.Neuron, 68(6):1023–1042, 2010

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source=pdf_text observed=2026-08-01T03:18:48.130076Z digest=sha256:e1864bd4484be95f30413d43ce1188206f21490e8f3b91e5c55190f37180c3ba

Observation 65b1e040-ca72-40c1-8092-88649675ee4e · outbound

This paper cites Deficiency of orexin signaling during sleep is involved in abnormal REM sleep architecture in narcolepsy.Proceedings of the National Academy of Sciences, 120(42):e2301951120, 2023.

Agentic AI-enabled discovery across large-scale sleep physiology Deficiency of orexin signaling during sleep is involved in abnormal REM sleep architecture in narcolepsy.Proceedings of the National Academy of Sciences, 120(42):e2301951120, 2023

Reference 80

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source=pdf_text observed=2026-08-01T03:18:48.250487Z digest=sha256:8f10039d49a38407734e3bec4c2da16541997825d5d8b3410691d32a31fe2d86

Observation e5099e8a-d5cc-47fd-a475-b3c885e868f9 · outbound

This paper cites A covalent and modular synthesis of homo-and hetero [n] rotaxanes.The Journal of Organic Chemistry, 85(5):3146–3159, 2020.

Agentic AI-enabled discovery across large-scale sleep physiology A covalent and modular synthesis of homo-and hetero [n] rotaxanes.The Journal of Organic Chemistry, 85(5):3146–3159, 2020

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source=pdf_text observed=2026-08-01T03:18:48.364919Z digest=sha256:e68bc444682b32c7e09d01a4b9765585d46323337ef51115cc4dd26077d9cefc

Observation 880c76e1-5c9f-414d-8733-e3bff1d5b5da · outbound

This paper cites an unresolved cited work.

Agentic AI-enabled discovery across large-scale sleep physiology Unresolved cited work

Reference 82

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source=pdf_text observed=2026-08-01T03:18:48.461040Z digest=sha256:1acc56a5b0269901de89eadc94cddcd16b08ea802f0c09159d2e55fae288b838

Observation c1c1b8f0-cfcb-4436-8e05-20ea1da9ccd6 · outbound

This paper cites Clinical and polysomnographic characteristics of Asian patients with comorbid insomnia and obstructive sleep apnea.Scientific Reports, 15(1):11529, 2025.

Agentic AI-enabled discovery across large-scale sleep physiology Clinical and polysomnographic characteristics of Asian patients with comorbid insomnia and obstructive sleep apnea.Scientific Reports, 15(1):11529, 2025

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source=pdf_text observed=2026-08-01T03:18:48.555425Z digest=sha256:1a0ccc5345c0d6fb35242970aa96595bd293e2650502d13667c986224193c740

Observation 2854159e-f7c5-4453-ba19-2ba94d3ede50 · outbound

This paper cites The hidden burden of COMISA: Clinical implications and treatment challenges.Pulmonary Therapy, pages 1–14, 2025.

Agentic AI-enabled discovery across large-scale sleep physiology The hidden burden of COMISA: Clinical implications and treatment challenges.Pulmonary Therapy, pages 1–14, 2025

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source=pdf_text observed=2026-08-01T03:18:48.693580Z digest=sha256:24485b06bc0b0fe2a37d8ef65a7ecabc682317e4d600ba5c3e3747a948b4dca5

Observation 279ed6be-6ede-4208-ba02-52ee34a02517 · outbound

This paper cites REM sleep fragmentation and arousability distinguish chronic insomnia subtypes and reflect subjective-objective sleep discrepancy.Sleep Medicine, page 109165, 2026.

Agentic AI-enabled discovery across large-scale sleep physiology REM sleep fragmentation and arousability distinguish chronic insomnia subtypes and reflect subjective-objective sleep discrepancy.Sleep Medicine, page 109165, 2026

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source=pdf_text observed=2026-08-01T03:18:48.875675Z digest=sha256:927af2f1774019d98545a11748f5fcd856b64437de3c02a8816d09f0764a81da

Observation c8142de9-9b5c-4368-ac6f-41e99a3e9026 · outbound

This paper cites approximately equivalent.

Agentic AI-enabled discovery across large-scale sleep physiology approximately equivalent

Reference 86

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source=pdf_text observed=2026-08-01T03:18:48.987470Z digest=sha256:6eb1867990974076cb4ae7cccd1d829ae6e0f7c4b2fce7636e20e26325252324

Pith citing papers

No inbound Pith citation observations are available.