Calculate the Logistic Organ Dysfunction Score from first ICU day patient data.
npx skills add https://github.com/hannesill/m4 --skill lods-score
Please help me install this Agent Skill. Skill: lods-score Source: https://github.com/hannesill/m4/tree/main/src/m4/skills/clinical/lods-score Command: npx skills add https://github.com/hannesill/m4 --skill lods-score
The LODS Skill provides a structured method to quantify organ dysfunction in ICU patients and offer a mortality-predictive score based on data available on the first ICU day.
Supply first ICU day data (GCS, vitals, labs, urine output, PaO2/FiO2) and the Skill will compute the lods score and its component breakdown.
High-intent search queries and answers about installing and using this skill.
The Skill computes the LODS by processing first ICU day data like GCS, vitals, labs, urine output, and PaO2/FiO2 to quantify organ dysfunction and predict mortality across major organ systems.
Scoring ICU organ dysfunction with LODS requires first ICU day data including GCS, vitals, labs, urine output, and PaO2/FiO2 to evaluate neurologic, cardiovascular, renal, pulmonary, hematologic, and hepatic systems.
LODS handles missing values by applying default imputation, imputing zeros for absent data, and then using rule-based scoring with predefined thresholds for each organ system component.
Yes, LODS scoring is research-friendly and designed for cohort-level analysis of organ dysfunction and mortality risk using routinely collected ICU data from the first ICU day.
The LODS score evaluates neurologic, cardiovascular, renal, pulmonary, hematologic, and hepatic systems to summarize organ failure and predict mortality in ICU patients.
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