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Prompt Architecture as a High-Impact Design Factor in Expert-Rated Clinical Documentation Quality: A Controlled Comparative Study in Inpatient Rehabilitation.

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Title: Prompt Architecture as a High-Impact Design Factor in Expert-Rated Clinical Documentation Quality: A Controlled Comparative Study in Inpatient Rehabilitation.
Authors: Eceizabarrena-Matxinandiarena I; Department of Physical Medicine and Rehabilitation, Hospital Universitario Donostia, 20014 San Sebastian, Spain.; School of Medicine, University of the Basque Country (EHU), 48940 Leioa, Spain.; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain., Frutos-Reoyo EJ; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Río Hortega de Valladolid, 47012 Valladolid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital General de Segovia, 40002 Segovia, Spain., Guerrero-Rojas JI; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital General Universitario La Mancha Centro, 13600 Alcázar de San Juan, Spain., Vidal-Millet C; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario de la Ribera, 46600 Alzira, Spain., Tejada-Ezquerro PI; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital de Gorliz, 48630 Gorliz, Spain., Roldan-Arcelus E; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario de Navarra, 31004 Pamplona, Spain., de Torres-García I; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Reina Sofía, 14004 Córdoba, Spain., Sanchez-Raya J; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain., Gil-Fraguas L; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario de Guadalajara, 19002 Guadalajara, Spain., Hernandez-Manada M; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Khore Global Consulting, 28043 Madrid, Spain., Miguel-Benadiba C; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Beata María Ana, 28007 Madrid, Spain., Monguet I Fierro JM; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Engineering Graphics and Design, Universitat Politècnica de Catalunya (UPC), 08028 Barcelona, Spain.; Innex Labs, 08800 Vilanova i la Geltrú, Spain., Trejo Omeñaca A; Department of Engineering Graphics and Design, Universitat Politècnica de Catalunya (UPC), 08028 Barcelona, Spain.; Innex Labs, 08800 Vilanova i la Geltrú, Spain., Catta-Preta MC; Innex Labs, 08800 Vilanova i la Geltrú, Spain., Teixeira-Taborda A; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain., Álvarez-Bandrés N; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario San Pedro, 26006 Logroño, Spain., Cutillas-Ruiz R; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain., Bascuñana-Ambrós H; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital de la Santa Creu i Sant Pau, Campus Salut, 08041 Barcelona, Spain.
Source: Bioengineering (Basel, Switzerland) [Bioengineering (Basel)] 2026 May 25; Vol. 13 (6). Date of Electronic Publication: 2026 May 25.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101676056 Publication Model: Electronic Cited Medium: Print ISSN: 2306-5354 (Print) Linking ISSN: 23065354 NLM ISO Abbreviation: Bioengineering (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Prompt Architecture as a High-Impact Design Factor in Expert-Rated Clinical Documentation Quality: A Controlled Comparative Study in Inpatient Rehabilitation.
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  Data: <searchLink fieldCode="AU" term="%22Eceizabarrena-Matxinandiarena+I%22">Eceizabarrena-Matxinandiarena I</searchLink>; Department of Physical Medicine and Rehabilitation, Hospital Universitario Donostia, 20014 San Sebastian, Spain.; School of Medicine, University of the Basque Country (EHU), 48940 Leioa, Spain.; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Frutos-Reoyo+EJ%22">Frutos-Reoyo EJ</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Río Hortega de Valladolid, 47012 Valladolid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital General de Segovia, 40002 Segovia, Spain.<br /><searchLink fieldCode="AU" term="%22Guerrero-Rojas+JI%22">Guerrero-Rojas JI</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital General Universitario La Mancha Centro, 13600 Alcázar de San Juan, Spain.<br /><searchLink fieldCode="AU" term="%22Vidal-Millet+C%22">Vidal-Millet C</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario de la Ribera, 46600 Alzira, Spain.<br /><searchLink fieldCode="AU" term="%22Tejada-Ezquerro+PI%22">Tejada-Ezquerro PI</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital de Gorliz, 48630 Gorliz, Spain.<br /><searchLink fieldCode="AU" term="%22Roldan-Arcelus+E%22">Roldan-Arcelus E</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario de Navarra, 31004 Pamplona, Spain.<br /><searchLink fieldCode="AU" term="%22de+Torres-García+I%22">de Torres-García I</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Reina Sofía, 14004 Córdoba, Spain.<br /><searchLink fieldCode="AU" term="%22Sanchez-Raya+J%22">Sanchez-Raya J</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitari Vall d'Hebron, 08035 Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Gil-Fraguas+L%22">Gil-Fraguas L</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario de Guadalajara, 19002 Guadalajara, Spain.<br /><searchLink fieldCode="AU" term="%22Hernandez-Manada+M%22">Hernandez-Manada M</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Khore Global Consulting, 28043 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Miguel-Benadiba+C%22">Miguel-Benadiba C</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Beata María Ana, 28007 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Monguet+I+Fierro+JM%22">Monguet I Fierro JM</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Engineering Graphics and Design, Universitat Politècnica de Catalunya (UPC), 08028 Barcelona, Spain.; Innex Labs, 08800 Vilanova i la Geltrú, Spain.<br /><searchLink fieldCode="AU" term="%22Trejo+Omeñaca+A%22">Trejo Omeñaca A</searchLink>; Department of Engineering Graphics and Design, Universitat Politècnica de Catalunya (UPC), 08028 Barcelona, Spain.; Innex Labs, 08800 Vilanova i la Geltrú, Spain.<br /><searchLink fieldCode="AU" term="%22Catta-Preta+MC%22">Catta-Preta MC</searchLink>; Innex Labs, 08800 Vilanova i la Geltrú, Spain.<br /><searchLink fieldCode="AU" term="%22Teixeira-Taborda+A%22">Teixeira-Taborda A</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Álvarez-Bandrés+N%22">Álvarez-Bandrés N</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario San Pedro, 26006 Logroño, Spain.<br /><searchLink fieldCode="AU" term="%22Cutillas-Ruiz+R%22">Cutillas-Ruiz R</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital Universitario Fundación Jiménez Díaz, 28040 Madrid, Spain.<br /><searchLink fieldCode="AU" term="%22Bascuñana-Ambrós+H%22">Bascuñana-Ambrós H</searchLink>; Spanish Society of Physical Medicine and Rehabilitation (SERMEF), 28016 Madrid, Spain.; Department of Physical Medicine and Rehabilitation, Hospital de la Santa Creu i Sant Pau, Campus Salut, 08041 Barcelona, Spain.
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  Data: <searchLink fieldCode="JN" term="%22101676056%22">Bioengineering (Basel, Switzerland)</searchLink> [Bioengineering (Basel)] 2026 May 25; Vol. 13 (6). <i>Date of Electronic Publication: </i>2026 May 25.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101676056 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2306-5354 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223065354%22">23065354 </searchLink><i>NLM ISO Abbreviation: </i>Bioengineering (Basel) <i>Subsets: </i>PubMed not MEDLINE
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