2023
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 ResearchConceptsSpecialist 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
2020
Serious Falls in Middle‐Aged Veterans: Development and Validation of a Predictive Risk Model
Womack JA, Murphy TE, Bathulapalli H, Smith A, Bates J, Jarad S, Redeker NS, Luther SL, Gill TM, Brandt CA, Justice AC. Serious Falls in Middle‐Aged Veterans: Development and Validation of a Predictive Risk Model. Journal Of The American Geriatrics Society 2020, 68: 2847-2854. PMID: 32860222, PMCID: PMC7744431, DOI: 10.1111/jgs.16773.Peer-Reviewed Original ResearchConceptsMiddle-aged veteransVeterans Health AdministrationOpioid useSerious fallsAlcohol Use Disorders Identification Test-Consumption scoresCategory-free net reclassification improvementIllicit substance use disordersMental health comorbiditiesPrescription opioid useMultivariable logistic regressionNet reclassification improvementSubstance use disordersQuality of lifeHazardous alcohol usePredictive risk modelChronic medicationsCohort studyHealth comorbiditiesNinth RevisionReclassification improvementGeriatric healthInjury codesHazardous alcoholInternational ClassificationUse disorders