Association between the albumin-to-lymphocyte ratio and short-term mortality in critically Ill pediatric patients: a retrospective cohort study and machine learning analysis - Scorecard - MDSpire

Association between the albumin-to-lymphocyte ratio and short-term mortality in critically Ill pediatric patients: a retrospective cohort study and machine learning analysis

  • By

  • Kai Chen

  • Huiyan Tang

  • Yuanyuan Ye

  • Jie Chen

  • Jie Liu

  • May 25, 2026

  • 0 min

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Clinical Scorecard: Link Between Albumin-to-Lymphocyte Ratio and Short-Term Mortality in Critically Ill Children: A Retrospective Cohort Study with Machine Learning Insights

At a Glance

CategoryDetail
Condition
Key MechanismsIntegration of nutritional status and immune-inflammatory response via Albumin-to-Lymphocyte Ratio (ALR) - ensure this is directly supported.
Target Population
Care Setting

Key Highlights

  • Remove any claims not directly supported by the study.

Guideline-Based Recommendations

Diagnosis

    Management

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    Monitoring & Follow-up

      Risks

        Patient & Prescribing Data

        Revise to reflect only what is directly supported by the study.

        Clinical Best Practices

        • Revise to ensure all practices are directly supported by the study findings.

        Related Resources & Content

          Original Source(s)

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