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Paper Citation Record · LEDGER

Agentic AI-enabled discovery across large-scale sleep physiology

As of 7 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 2026-08-07T06:34:17.273281+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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  • verified fuzzy0
  • unresolved85
  • parse uncertain0
  • 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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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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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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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

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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

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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

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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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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:b8d079c3b88a4d1f1f5c7271d5bee1119b2f45dc885d7e812367f9b914789a37

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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source=pdf_text observed=2026-08-01T03:18:42.252967Z digest=sha256:93b1d92a63a7800f73521488139654b45567c5d24111e939af76f73c3bb62b82

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:d8fb16de6ec75c092820d3370c2f95927eb6d734a47591aad882794be7006414

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:a954e2102dd3c06f13ab9b175a3ed6b03b9c0953d84f2211d00ac7b64a0f2d0e

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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source=pdf_text observed=2026-08-01T03:18:42.725686Z digest=sha256:0961adc91323df598c5fc3c19d9e7a9894f8a1f0bef523fad707988fb1300cce

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:cd0084a07ee6252bc7fabb16abffd6f2b089ef21252076d2667115a7080c81f2

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:e949b5aa364bfefe808faafdeaf4fef37e1c6fc0107d5ade13620fb4e1076c9f

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=sha256:2cdaf70eaf6a1f575ee51bfe66f63e32ce594496837b925b49063985064bce94

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=sha256:8033f8e44068fdad5e175f17cf916217615159978f06724e965137a6dba469e6

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=sha256:4b0588bf8aaaa49bbeb83de12238b0f1fdcbfc5b2536579deeda380053d49f38

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=sha256:0c6df5971bbe99f0834898fc603e9de635cfdf6f2c8c027f98f4874d9dcc7d93

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=sha256:78c0160a999fb8e3a430de69433d9f01cd80392c95d676f502af6fbbdf43e792

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=sha256:8cbaf45005b4913ccc23a67b936470855e278c7300dac0a0b94c48d02f48d5d7

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=sha256:37f7a5cf223ac017e0b12b5b60d9b3c617f2cfbf75768f1408b2e28a9d934454

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=sha256:640c5827ccca1d1ce73877e3dae86d00389d28a36f982bb6a32060af9430ed12

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=sha256:227f0a2e70aad01a8c9c7ef69b7271f77bf63ea205edc913e01111f7851b07a4

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=sha256:03dbc93b3e7e3f8ca4c0622f2c79737a956e9f8d9549cfc6d77b5aaa84861457

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:e07dc07f3aece257c67700392abc7c6f73f3234876963dda6b4d5c53d6b2a5b0

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:f5d0113715a4f2d4c9d65e1e080df2e5e03da3e088a80ff47cd6e66282266314

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:d3198879f2214ad33050f87ee1dc1a276284af904a3c62b20428c835d9a3d2de

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=sha256:76796c5cb1d1719b5e6f5a737955fff733e59158bfb99f21c2b51f26a6db42c6

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=sha256:3f346af783310f78197c39b9d4cb5da97e379dc731cf0890e0e74fb2811344d2

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=sha256:57b3ae998f29a3235b36ea4b861c44463ef212387b94a9aa8ac27850d50e414b

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:b78662455e703778763e55c1c014236d9e94669350c5f5f2916e6b0eaef95ed8

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:c9f004ea1baae2681b699552ac8a36f30a13670cd0ddb4d6fc1c90ca984ba0aa

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=sha256:930f202ce57646791e94fc45c8e0b48b01567a3bcd74adaf679fc654bac4933b

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:b9b7d1c9b48b6bfadef6ed84a4e29991b02e780fe1e9ed3bbedc9ba4ec4e8b52

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=sha256:2f982ef8c9a95bfa0bf97f30c59e3aaebc9c73f7bcc3b97365c2914a9dc01c3f

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=sha256:6a4ac1711494c1af0aa525ac445c21fe17ed44a2b93c9a1469900b6a44588d90

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=sha256:9e36113f7cf9ada181e8d9d5d3c7db03efedde7521ae6240942f8779aaab6aa4

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=sha256:20b4b681d2f325239e986611d758cc806c917ad9de27011f9e9c52c28163bf77

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=sha256:6916f647e0c036337a577583ce0d3cbbd2f918660b59828a2aa3bdb53c22c818

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:e8092211146a7c10e79ff93f3ae5a042daed12e612b8631b4c2eaca3ab9416f1

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=sha256:52f07c1b832bfbe165c37f72d374f57a79616b566e97f529b3ff20ccf604a58a

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=sha256:96d3c813a37685e27e715ee91137a954482eaea76245105cb836ab8863f6d0fb

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=sha256:28226d69014e439c345b84166b6a9a78dc98c34fbd60ba932b7af1caaab7740a

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:b8b10d845eb4d63768537c399d71db70800f308e7ba36d138e393342a4fe0724

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=sha256:6e061e71e2cca300a865547676d59e0f4f76c5a5e4517aad274442ebe4b2167a

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=sha256:1993883a0913302bda4ea75d3dbcdf790b2a2564963513dfd27055f9a0108ac9

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

Reference 75

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source=pdf_text observed=2026-08-01T03:18:47.594773Z digest=sha256:b0d71e0c084618ea59c7068a1cff17a5e8cbfea672d72d94dd36f47831118131

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:aeb652b887603ac98c67121315a1ef59261e40ab455c09688446b7ad8957b8b1

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

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source=pdf_text observed=2026-08-01T03:18:47.843558Z digest=sha256:62a96febfc7441b42d6ec7cae027f2658d8dbc9cea3fa3bce83323a5318116cd

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=sha256:44d5c492381db2da1ebfe52187b24a2ccde932054785cbaa901b5eb3a8719ab6

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=sha256:03eff5438a3109bb4f23c1ef4f307c29fcc7215f874b47fc7fcee9f37b486c62

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

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source=pdf_text observed=2026-08-01T03:18:48.250487Z digest=sha256:93b510bd11f0a68e608c9f6db2b4fdfe16d980bee57bace14c53281d0a4472da

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:bbedfaf97aa6c9a162580b9c85f7b4e7c80688c16521ea4aeb120e9f320e6184

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=sha256:4dd2614a391f3eaa5c32456bf9b26bd2c4f8e1b337f21f29b3542aa05913c7b4

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:ad9d247cb529239b3afbd3446f61703d9d90bcc842156c09b5b3382af7cfefe6

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=sha256:611ebebb49fd46639bc0f46bb960cfc5946aa7d012b9d310a7b5b7440396fdbd

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:fc4b35421b01bd041e2ab06e1510f7a04115d8840b6784ef5dd05775c328bdd5

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=sha256:0cfc47245c0d1aa6b5d6e41eef23ee5af9008dedf842984da7872e669fde5145

Pith citing papers

No inbound Pith citation observations are available.