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JLP is supported by the French National Research Agency (ANR) in the framework of the \u201cFRANCE 2030\u201d program, the \u201ce-health and integrated care\u201d chair of Grenoble Alpes University Foundation and \u201cSleep Health-AI chair\u201d in \u201cMIAI Cluster\u201d of artificial intelligence (ANR-23-IACL-0006). JLP reports income related to medical education from RESMED, SEFAM, Zoll-Respicardia, Eli Lilly, Idorsia, Pharmanovia and Bioprojet. PAC reports having an appointment to an endowed academic Chair at the University of Sydney that was established by Resmed funding, has received research support from Resmed and SomnoMed, and is a consultant to Resmed, SomnoMed, Sunrise Medical, and Eli Lilly. SHM, BS, SRB and KCW are employees of Boston Strategic Partners, funded by Resmed. LW and CK are independent statisticians, funded by Resmed. TK reports project funding from the Canadian Institute of Health Research and CHEST Foundation. DAJ has received consultancy fees from Idorsia. RH has received speaker or consultancy fees from Resmed, Jazz Pharmaceuticals, Inspire Medical Systems, Bioprojet, Philips, Merck, Nyxoah, Medtronic, Nestl\u00e9 and L\u00f6wenstein. CHL has no conflicts to declare. AM is funded by the National Institutes of Health (NIH). AM also reports income related to medical education from Livanova, Jazz Pharmaceuticals, Zoll and Eli Lilly. Resmed provided a philanthropic donation to UC San Diego, but AM has not received personal income from Resmed or medXcloud.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}]}}