{"paper":{"title":"The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"q-bio.QM","authors_text":"Aki Rintala, Amos A Folarin, Ana Isabel Guerrero, Ana Zabalza, Callum Stewart, Giancarlo Comi, Gloria Dalla Costa, Heet Sankesara, Inez Myin-Germeys, Letizia Leocani, Matthew Hotopf, Melinda Magyari, Nicholas Cummins, Pauline Conde, Per Soelberg S{\\o}rensen, Petroula Laiou, RADAR-CNS consortium, Raquel Bailon, Richard JB Dobson, Sara Simblett, Shaoxiong Sun, Shuo Liu, Srinivasan Vairavan, Til Wykes, Vaibhav A Narayan, Yatharth Ranjan, Yuezhou Zhang, Zulqarnain Rashid","submitted_at":"2021-12-22T14:36:29Z","abstract_excerpt":"Multiple sclerosis (MS) is a progressive inflammatory and neurodegenerative disease of the central nervous system affecting over 2.5 million people globally. In-clinic six-minute walk test (6MWT) is a widely used objective measure to evaluate the progression of MS. Yet, it has limitations such as the need for a clinical visit and a proper walkway. The widespread use of wearable devices capable of depicting patients activity profiles has the potential to assess the level of MS-induced disability in free-living conditions. In this work, we extracted 96 activity features in different temporal gra"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2112.11903","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2112.11903/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}