Grace Walter
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View article: Natural language processing improves reliable identification of COVID-19 compared to diagnostic codes alone
Natural language processing improves reliable identification of COVID-19 compared to diagnostic codes alone Open
Observational COVID-19 studies often rely on diagnostic codes, but their accuracy and potential for differential misclassification across patient subgroups are unclear. In this proof of concept study, we examined age, race, and ethnicity a…
View article: Heterogeneity of diagnosis and documentation of post-COVID conditions in primary care: A machine learning analysis
Heterogeneity of diagnosis and documentation of post-COVID conditions in primary care: A machine learning analysis Open
Background Post-COVID conditions (PCC) have proven difficult to diagnose. In this retrospective observational study, we aimed to characterize the level of variation in PCC diagnoses observed across clinicians from a number of methodologica…
View article: Heterogeneity of Diagnosis and Documentation of Post-COVID Conditions in Primary Care: A Machine Learning Analysis
Heterogeneity of Diagnosis and Documentation of Post-COVID Conditions in Primary Care: A Machine Learning Analysis Open
Background Post-COVID conditions (PCC) present clinicians with significant challenges due to their variable presentation. Objective To characterize patterns of PCC diagnosis in generalist primary care settings. Design Retrospective observa…
View article: The Impact of Standardized Interprofessional Rounds on Critically Ill Patients in the Emergency Department: A Quality Improvement Initiative
The Impact of Standardized Interprofessional Rounds on Critically Ill Patients in the Emergency Department: A Quality Improvement Initiative Open
Background & Local Problem
ED boarded ICU patients are generally not included in interprofessional ICU rounds. The project objective was to implement interprofessional rounds in the ED on boarded ICU patients.
Methods & Interventions
IC…
View article: “It’s better to have three brains working instead of one”: a qualitative study of building therapeutic alliance with family members of critically ill patients
“It’s better to have three brains working instead of one”: a qualitative study of building therapeutic alliance with family members of critically ill patients Open