Validation of Electronic Health Record-Based Algorithms to Identify Specialist Palliative Care Within the Department of Veterans Affairs
Feder S, Zhan Y, Abel E, Smith D, Ersek M, Fried T, Redeker N, Akgün K. Validation of Electronic Health Record-Based Algorithms to Identify Specialist Palliative Care Within the Department of Veterans Affairs. Journal Of Pain And Symptom Management 2023, 66: e475-e483. PMID: 37364737, PMCID: PMC10527602, DOI: 10.1016/j.jpainsymman.2023.06.023.Peer-Reviewed Original ResearchMeSH KeywordsAgedAlgorithmsDatabases, FactualElectronic Health RecordsFemaleHumansInternational Classification of DiseasesMalePalliative CareVeteransConceptsSpecialist palliative careInpatient encountersCurrent Procedural TerminologyPalliative careICD-9/ICDICD-9/10 codesCohort of peopleVeterans Affairs facilitiesStop codeNegative predictive valueElectronic health recordsChart reviewHeart failureAdministrative databasesSpecific clinicPredictive valueICD codesProcedural TerminologyVeterans AffairsOutpatientsHealth recordsAdministrative dataReference standardCareConsultation