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Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians' encounter notes.
Martin, Jacob A; Crane-Droesch, Andrew; Lapite, Folasade C; Puhl, Joseph C; Kmiec, Tyler E; Silvestri, Jasmine A; Ungar, Lyle H; Kinosian, Bruce P; Himes, Blanca E; Hubbard, Rebecca A; Diamond, Joshua M; Ahya, Vivek; Sims, Michael W; Halpern, Scott D; Weissman, Gary E.
Afiliação
  • Martin JA; Division of Cardiology, Department of Medicine, New York University Grossman School of Medicine, New York, New York, USA.
  • Crane-Droesch A; Palliative and Advanced Illness Research (PAIR) Center, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Lapite FC; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Puhl JC; Palliative and Advanced Illness Research (PAIR) Center, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Kmiec TE; Tulane University School of Medicine, New Orleans, Louisiana, USA.
  • Silvestri JA; Palliative and Advanced Illness Research (PAIR) Center, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Ungar LH; Palliative and Advanced Illness Research (PAIR) Center, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Kinosian BP; Palliative and Advanced Illness Research (PAIR) Center, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Himes BE; Department of Computer and Information Science, University of Pennsylvania School of Engineering and Applied Science, Philadelphia, Pennsylvania, USA.
  • Hubbard RA; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
  • Diamond JM; Division of Geriatrics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Ahya V; Geriatrics and Extended Care Data Analysis Center, Corporal Michael J Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA.
  • Sims MW; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Halpern SD; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
  • Weissman GE; Pulmonary, Allergy, and Critical Care Division, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
J Am Med Inform Assoc ; 29(1): 109-119, 2021 12 28.
Article em En | MEDLINE | ID: mdl-34791302

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fragilidade Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Reino Unido

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Fragilidade Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Am Med Inform Assoc Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Estados Unidos País de publicação: Reino Unido