Use when screening patients before committing treatment resources. Applies Bian Que's 六不治 framework to identify six incurable conditions (arrogance, greed, poor
Identify and counteract cognitive biases in medical decision-making through systematic error analysis and contextual algorithm application. For diagnostic reaso
Queries and reports on chronic disease registries including diabetes, HTN, CHF, COPD, CKD, and asthma populations with severity distribution, control rates, and
Reviews diabetes-related laboratory results against ADA Standards of Care including HbA1c, fasting glucose, lipid panel, renal function, and urine albumin. Trac
Assesses pneumonia severity using CURB-65 and PSI/PORT scores to guide disposition (outpatient vs inpatient vs ICU). Pulls vitals, labs, and imaging from FHIR d
Pulls and interprets diabetes-related labs (HbA1c, glucose, lipids, renal, microalbumin) with ADA Standards of Care assessment and complications screening statu
Assesses venous thromboembolism risk using Wells Criteria (DVT and PE) and Caprini Score for surgical patients. Recommends prophylaxis based on risk stratificat
Calculate Charlson Comorbidity Index (CCI) and Elixhauser Comorbidity Index for hospital admissions. Use for risk adjustment, mortality prediction, case-mix ana
Calculate SOFA (Sequential Organ Failure Assessment) score for ICU patients. Use for sepsis severity assessment, organ dysfunction quantification, mortality pre
Calculate KDIGO AKI (Acute Kidney Injury) staging for ICU patients using creatinine and urine output criteria. Use for nephrology research, AKI outcome studies,
Calculate APACHE IV (Acute Physiology and Chronic Health Evaluation IV) score for ICU mortality prediction. Use for severity assessment, hospital mortality pred