Gabriel J. Escobar

Kaiser Permanente — United States

Medicine · Health Sciences

78h-index26.0kcitations315works4.82yr avg
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Research Topics

Sepsis Diagnosis and Treatment(80), Neonatal Respiratory Health Research(68), Emergency and Acute Care Studies(68), Infant Development and Preterm Care(32), Healthcare Policy and Management(31)

Publications314 total

Expanding care coordination in an integrated health system through causal machine learning
npj Digital Medicine·2025· 1 citedOpen Access
Estimating the Risk of Lower Extremity Complications in Adults Newly Diagnosed With Diabetic Polyneuropathy: Retrospective Cohort Study
JMIR Diabetes·2025Open Access
Prediction of 1 and 2 week nonelective hospitalization and sepsis hospitalization risk in adults
npj Digital Medicine·2025Open Access
Effects of the National Institutes of Health Stroke Scale and Modified Rankin Scale on Predictive Models of 30-Day Nonelective Readmission and Mortality After Ischemic Stroke: Cohort Study
JMIR Medical Informatics·2025· 1 citedOpen Access
An Explanatory Mixed-Methods Study of Intensive Care Unit Net Benefit: Triage and Trajectory for Sepsis and Acute Respiratory Failure
Annals of the American Thoracic Society·2025· 1 cited
317: AN EXPLANATORY MIXED-METHODS STUDY OF “ICU NET BENEFIT” FOR SEPSIS AND ACUTE RESPIRATORY FAILURE
Critical Care Medicine·2025
Effects of NIHSS and mRS on Predictive Models of 30-Day Non-elective Readmission and Mortality after Ischemic Stroke: Cohort Study (Preprint)
2024Open Access
Update to the Neonatal Early-Onset Sepsis Calculator Utilizing a Contemporary Cohort
PEDIATRICS·2024· 15 citedOpen Access
Clinical Prediction Tool for Prioritizing Respiratory Syncytial Virus Prevention Products for High-risk Infants During Current Limited Availability of Nirsevimab in the United States
2024
Personalized Infant Risk Prediction for Severe Respiratory Syncytial Virus Lower Respiratory Tract Infection Requiring Intensive Care Unit Admission
Open Forum Infectious Diseases·2024· 2 citedOpen Access
Default Palliative Care Consultation for Seriously Ill Hospitalized Patients
JAMA·2024· 37 citedOpen Access
Evaluation of an outreach programme for patients with COVID-19 in an integrated healthcare delivery system: a retrospective cohort study
BMJ Open·2024Open Access
Robustness of Proactive Intensive Care Unit Transfer Policies
Operations Research·2022· 9 cited
The intensity of anticoagulant dosing in hospitalized patients with COVID‐19: An observational, comparative effectiveness study
Journal of Hospital Medicine·2022· 2 citedOpen Access
Risk of severe COVID-19 infection among adults with prior exposure to children
Proceedings of the National Academy of Sciences·2022· 18 citedOpen Access
Among-Hospital Variation in Intensive Care Unit Admission Practices and Associated Outcomes for Patients with Acute Respiratory Failure
Annals of the American Thoracic Society·2022· 8 citedOpen Access
Adults hospitalized with breakthrough COVID‐19 have lower mortality than matched unvaccinated adults
Journal of Internal Medicine·2022· 12 citedOpen Access
Prospective evaluation of social risks, physical function, and cognitive function in prediction of non-elective rehospitalization and post-discharge mortality
BMC Health Services Research·2022· 3 citedOpen Access
Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR
npj Digital Medicine·2022· 24 citedOpen Access
Exploratory analysis of novel electronic health record variables for quantification of healthcare delivery strain, prediction of mortality, and prediction of imminent discharge
Journal of the American Medical Informatics Association·2022· 3 citedOpen Access
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Frequent Co-authors

Thomas B. Newman(9), Patricia Kipnis(9), J Greene(8), David Draper(6), Jean‐Louis Vincent(5), Theodore J. Iwashyna(5), Marla N. Gardner(5), Naomi E. Stotland(5), Vincent Liu(4), Tracy A. Lieu(4), Michael W. Kuzniewicz(4), Karen M. Puopolo(4), John A. F. Zupancic(4), Benjamin J. Turk(4), Jennifer S. Haas(4), Rebecca Jackson(4), Elena Fuentes‐Afflick(4), Phyllis Brawarsky(4), Mary Anne Armstrong(4), Douglas K. Richardson(3)