Prognostic scores

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  • Prognostic risk
    • Many prognostic models for predicting risk of
      • Mortality
      • Unfavourable outcome
    • Although useful for more reliably informing relatives of the anticipated outcome, it should be recognized that a prediction model is a population- based estimate and yields no more than a risk estimate with a substantial element of uncertainty, which can be expressed in the confidence interval.
      • For this reason, the greatest application of prognostic analysis is not at the level of the individual patient, but rather at the ‘group’ level for quantifying and stratifying the severity of brain injury, as a reference for evaluating quality of care and for stratification and covariate adjustment in clinical trials
    • It is worthy to add that recent studies are showing the superiority in early MR imaging as a prognostic tool in TBI, but there is still uncertainty about its discriminative predictive value and which acute phase lesion patterns correlate with long- term outcome
    • The two largest prognostic models
      • CRASH (CRASH calculator)

        • For any TBI patient regardless of severity
            These prognostic models may be used as an aid to estimate mortality at 14 days and death and severe disability at six months in patients with traumatic brain injury (Tar). The predictions are based on the average outcome in adult patients With Glasgow coma score (GCS) Of 14 or less, within 8 hours of injury, and can only support - not replace - clinical judgment. Although individual names of countries can be selected in the models, the estimates are based on two alternative sets of models (high income countries or low & middle income countries). Country Age, years Glasgow coma score Pupils react to light Major extra-cranial injury? CT scan available? O Prediction United Kingdom one Risk of 14 day mortality (95% CI) Risk of unfavourable outcome at 6 months 35.9% (26 1 . - 47.0) 77.2% (68.8 - 83 9)
        • MRC CRASH trial prognosis for a patient with isolated head injury, bilateral reactive pupils, CT evidence of petechial hemorrhage, SAH, cistern effacement/obliteration of third ventricle and midline shift (but without non-evacuated hematoma) in a high income country
          • GCS
            Age
            Risk of 14-day mortality
            Risk of unfavorable outcome at 6 months
            Mild (13-14)
            ≤40 years
            14.3–16.4%
            38–41.9%
            75-year-old
            66.2–69.8%
            87.7–89.4%
            Moderate (9-12)
            ≤40 years
            18.7–27.2%
            45.9–58.1%
            75-year-old
            73.1–81.5%
            90.8–94.2%
            Severe (3-8)
            ≤40 years
            30.5–49.7%
            62–78.8%
            75-year-old
            83.8–92.1%
            95–97.7%

        IMPACT (IMPACT calculator)

        • For patient with moderate and severe TBI;
            Prediction models for 6 month outcome after TBI Admission Characteristics Value Age (14-99 years) Motor Score Pupils Hypoxia Hypotens ion CT Classification tSAH on CT Epidural mass on CT core+CT+Lab Glucose (3-20 mmob'L) Hb (6-17 g/dL) Calculate (Select) {Select) (Select) v Select v Select Select v
          • Hypoxia hypotension and hyperglycaemia has poor outcomes