Machine learning-based prediction of gout flares during hospitalization in patients with upper gastrointestinal bleeding: a retrospective cohort study - Scorecard - MDSpire
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Machine learning-based prediction of gout flares during hospitalization in patients with upper gastrointestinal bleeding: a retrospective cohort study
Clinical Scorecard: Predicting Gout Flares in Hospitalized Patients with Upper Gastrointestinal Bleeding Using Machine Learning: A Retrospective Cohort Analysis
At a Glance
Category
Detail
Condition
Key Mechanisms
Target Population
Hospitalized adult patients aged ≥18 years with UGIB, excluding those with a history of gout or recent flares.
Care Setting
Key Highlights
AUC
Guideline-Based Recommendations
Diagnosis
Management
Monitoring & Follow-up
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Risks
Patient & Prescribing Data
Consider discussing alternative treatments such as colchicine or corticosteroids with caution.
