Author

S. Lipsitz

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Open access Oct 2026

Implementing an EHR-Integrated Quality and Safety Dashboard to Improve Inpatient Safety: Clinical Usage and Preliminary Outcomes

Background: Data driven tools are increasingly used to support patient safety and quality improvement, yet evidence on the impact of integrated quality and safety dashboards remains limited. Methods: We conducted a pre to post implementation study using interrupted time series analysis to evaluate the impact of an EHR-...

M. Pimentel, S. Plombon, N. Piniella et al. · medRxiv · 0 citations

Review Open access Sep 2026

Evaluating large language models as clinical decision support tools in primary healthcare settings: Protocol for a multi-country comparative validation study on expert-adjudicated hypothetical vignettes (hypMOOVE-PHC)

The hypMOOVE-PHC study is the hypothetical vignette phase of the Massive Open Online Validation and Evaluation (MOOVE) initiative, implemented in Kenya, Malawi, and Tanzania, and aims to validate a pool of LLMs through clinical review of expert-generated vignettes through fully crossed repeated-measures comparative eva...

P. Macharia, C. Kachimanga, M. Mahende et al. · medRxiv · 0 citations