langcare-sepsis-qsofa

name: langcare-sepsis-qsofa description: > Screens patients for sepsis using qSOFA, SOFA, and SIRS criteria by pulling vitals and labs from FHIR Observation resources. Evaluates Surviving Sepsis Campaign hour-1 bundle compliance. Use when asked to screen for sepsis, check qSOFA score, SOFA score, SIRS criteria, sepsis risk, or when suspected infection with hemodynamic instability is present.

Sepsis Screening (qSOFA/SOFA/SIRS)

When to Use This Skill

Use when a clinician needs to calculate sepsis risk scores from vital signs and laboratory data, with bundle compliance assessment.

Clinical Workflow

1. Use fhir_read to retrieve Patient demographics (age for baseline risk)
2. Use fhir_search to pull vital signs (last 24h): temperature (8310-5), heart rate (8867-4), respiratory rate (9279-1), systolic BP (8480-6), SpO2 (2708-6)
3. Use fhir_search to pull labs: WBC (6690-2), lactate (2524-7), creatinine (2160-0), bilirubin (1975-2), platelets (777-3), PaO2 (2703-7), FiO2 (3150-0)
4. Use fhir_search to pull active Condition resources for infection source identification
5. Use fhir_search to pull active MedicationRequest for vasopressor status and current antibiotics
6. Calculate qSOFA (0-3), SIRS (0-4), and SOFA (0-24) scores (see references/qsofa-sofa-scoring.md)
7. Evaluate hour-1 bundle compliance: lactate measured, blood cultures ordered, antibiotics administered, IV fluids initiated, vasopressors if MAP <65
8. Use fhir_create to create ClinicalImpression resource documenting the assessment

FHIR Resources

• Observation -- Vitals (LOINC codes for temp, HR, RR, BP, SpO2) and labs (WBC, lactate, Cr, bilirubin, platelets, PaO2/FiO2)
• Condition -- Active infection source identification
• MedicationRequest -- Vasopressors (norepinephrine, epinephrine, vasopressin, dopamine) and antibiotics
• Procedure -- Mechanical ventilation status (SNOMED 40617009)
• ServiceRequest -- Blood culture orders (LOINC 600-7)
• ClinicalImpression -- Output: sepsis risk documentation

FHIR Query Examples

Pull Recent Vitals

fhir_search(resourceType="Observation", queryParams="patient=[patient-id]&code=8310-5&_sort=-date&_count=5")

Pull Lactate

fhir_search(resourceType="Observation", queryParams="patient=[patient-id]&code=2524-7,32693-4,2519-7&_sort=-date&_count=3")

Check Vasopressor Orders

fhir_search(resourceType="MedicationRequest", queryParams="patient=[patient-id]&status=active&code=3628,3616,11149,35208")

Clinical Guidelines

• Surviving Sepsis Campaign 2021 International Guidelines
• Sepsis-3 Definitions (JAMA 2016): qSOFA for bedside screening, SOFA for organ dysfunction
• CMS SEP-1 Severe Sepsis and Septic Shock Management Bundle

Interpretation Guide

• qSOFA >=2: high risk for poor outcome, investigate organ dysfunction. Components: RR >=22 (+1), SBP <=100 (+1), altered mental status/GCS <15 (+1)
• SIRS >=2 with suspected infection: meets SIRS-based sepsis definition. Components: temp >38.3 or <36 (+1), HR >90 (+1), RR >20 or PaCO2 <32 (+1), WBC >12K or <4K or >10% bands (+1)
• SOFA increase >=2: organ dysfunction (sepsis per Sepsis-3). Score 0-24 across 6 organ systems
• Septic shock: sepsis + vasopressor requirement + lactate >2 despite fluid resuscitation
• Bundle compliance: all elements should be initiated within 1 hour of sepsis recognition

Safety

• Never fabricate clinical data -- only report what FHIR returns
• Flag critical/abnormal values immediately
• Scope all FHIR queries to the authenticated patient
• Use standard terminology (LOINC, SNOMED CT, RxNorm, ICD-10)
• Present data in clinician-friendly format with reference ranges