{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:43:38Z","timestamp":1779403418385,"version":"3.53.1"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643686615","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T00:00:00Z","timestamp":1779321600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,21]]},"abstract":"<jats:p>For automated documentation systems to be meaningful in pediatric rehabilitation, they must accurately capture and summarize information about a child\u2019s or youth\u2019s involvement in daily life activities. We present attention-ASP, a neuro-symbolic framework that combines Transformer attention with Answer Set Programming (ASP) to capture involvement-level information from interview-based text. By encoding domain-specific vocabularies as ASP programs, our model guides attention heads to focus on contextual cues such as place, time, activity, object, and people. Results show that symbolic reasoning over attention improves alignment with expert assessments, offering a promising direction for advancing clinical documentation tools in pediatric rehabilitation.<\/jats:p>","DOI":"10.3233\/shti260330","type":"book-chapter","created":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:02:00Z","timestamp":1779400920000},"source":"Crossref","is-referenced-by-count":0,"title":["Advancing Pediatric Rehabilitation Documentation via Neuro-Symbolic AI"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6035-800X","authenticated-orcid":false,"given":"Esteban","family":"Guerrero","sequence":"first","affiliation":[{"name":"Ume\u00e5 University, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9055-3554","authenticated-orcid":false,"given":"Christine","family":"Imms","sequence":"additional","affiliation":[{"name":"University of Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6894-9816","authenticated-orcid":false,"given":"Mats","family":"Granlund","sequence":"additional","affiliation":[{"name":"J\u00f6nk\u00f6ping University, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8430-4241","authenticated-orcid":false,"given":"Helena","family":"Lindgren","sequence":"additional","affiliation":[{"name":"Ume\u00e5 University, Sweden"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1290-9441","authenticated-orcid":false,"given":"Vera C.","family":"Kaelin","sequence":"additional","affiliation":[{"name":"Ume\u00e5 University, Sweden"},{"name":"Eastern Switzerland University of Applied Sciences"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Opening the Personal Gate between Technology and Health Care"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI260330","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T22:02:00Z","timestamp":1779400920000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI260330"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,21]]},"ISBN":["9781643686615"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti260330","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,21]]}}}