The assessment of severity of illness involves multiple dimensions, including clinical observations, diagnostic tests, and patient history. Commonly used tools include the APACHE II (Acute Physiology and Chronic Health Evaluation), SOFA (Sequential Organ Failure Assessment), and NEWS (National Early Warning Score). Nurses play a pivotal role in collecting accurate data and monitoring changes in a patient's condition.