Outcome-Based Critical Result Thresholds in the Adult Patient Population.

Am J Clin Pathol

Biomedical Institution for Global Health and Technology, National University Hospital, Singapore.

Published: July 2019

AI Article Synopsis

  • * Researchers used deidentified data from the Medical Information Mart for Intensive Care, identifying key laboratory value thresholds corresponding to a 90% predicted probability of death.
  • * Significant critical thresholds were identified for various laboratory tests, highlighting values for sodium, potassium, bicarbonate, and others, which can inform clinical decision-making in healthcare settings.

Article Abstract

Objectives: To derive outcome-based critical result thresholds in the adult patient population.

Methods: We extracted deidentified laboratory results and outcomes (death or discharged) of patients 18 years and older from the Medical Information Mart for Intensive Care database. The lower and upper critical result thresholds were obtained from the nearest minimum and maximum laboratory values, which corresponded to predicted probability of death at 90%.

Results: The critical value thresholds were sodium (<123, >153 mmol/L), potassium (<2.2, >6.6 mmol/L), bicarbonate (<15, >49 mmol/L), chloride (<82, >121 mmol/L), urea (>20 mmol/L), creatinine (>1,052 μmol/L), glucose (<1.5, >23.8 mmol/L), total calcium (<1.62, >2.95 mmol/L), magnesium (<0.37, >1.48 mmol/L), phosphate (<0.19, >2.52 mmol/L), pH (<7.22, >7.57), lactate (>5.0 mmol/L), hemoglobin (<4.6 g/dL), WBCs (>32 × 103/μL), prothrombin time (>90 seconds), and international normalized ratio (>10).

Conclusions: The indirect approach described in this study is a pragmatic way to obtain threshold values that are clinically and operationally meaningful.

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Source
http://dx.doi.org/10.1093/ajcp/aqz026DOI Listing

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