Medical Sciences PhD Program, University of São Paulo Medical School, São Paulo, Brazil
Intensive Care Unit, Hospital São Rafael, Salvador, Brazil.
BMJ Support Palliat Care. 2020 Mar;10(1):118-121. doi: 10.1136/bmjspcare-2018-001567. Epub 2018 Aug 31.
Prognostication is an essential ability to clinicians. Nevertheless, it has been shown to be quite variable in acutely ill patients, potentially leading to inappropriate care. We aimed to assess the accuracy of physician's prediction of hospital mortality in acutely deteriorating patients referred for urgent intensive care unit (ICU) admission.
Prospective cohort of acutely ill patients referred for urgent ICU admission in an academic, tertiary hospital. Physicians' prognosis assessments were recorded at ICU referral. Prognosis was assessed as survival without severe disabilities, survival with severe disabilities or no survival. Prognosis was further dichotomised in good prognosis (survival without severe disabilities) or poor prognosis (survival with severe disabilities or no survival) for prediction of hospital mortality.
There were 2374 analysed referrals, with 2103 (88.6%) patients with complete data on mortality and physicians' prognosis. There were 593 (34.4%), 215 (66.4%) and 51 (94.4%) deaths in the groups ascribed a prognosis of survival without disabilities, survival with severe disabilities or no survival, respectively (p<0.001). Sensitivity was 31%, specificity was 91% and the area under the receiver operating characteristic curve was 0.61 for prediction of mortality. After multivariable analysis, severity of illness, performance status and ICU admission were associated with an increased likelihood of incorrect classification, while worse predicted prognosis was associated with a lower chance of incorrect classification.
Physician's prediction was associated with hospital mortality, but overall accuracy was poor, mainly due to low sensitivity to detect risk of poor prognosis.
预测能力对临床医生至关重要。然而,在急性病患者中,预测能力存在很大差异,这可能导致治疗不当。我们旨在评估医生对急性恶化患者住院死亡率预测的准确性,这些患者被转往重症监护病房(ICU)进行紧急治疗。
这是一项对急性病患者的前瞻性队列研究,这些患者被转往学术性三级医院的紧急 ICU 进行治疗。在 ICU 转科时记录医生的预后评估。预后评估为无严重残疾存活、有严重残疾存活或无存活。进一步将预后分为良好预后(无严重残疾存活)或不良预后(有严重残疾存活或无存活),以预测医院死亡率。
共分析了 2374 例转科,其中 2103 例(88.6%)患者有完整的死亡率和医生预后数据。无残疾存活、有严重残疾存活或无存活的患者中,分别有 593 例(34.4%)、215 例(66.4%)和 51 例(94.4%)死亡(p<0.001)。预测死亡率的敏感性为 31%,特异性为 91%,受试者工作特征曲线下面积为 0.61。多变量分析后,疾病严重程度、表现状态和 ICU 入院与不正确分类的可能性增加相关,而较差的预测预后与不正确分类的可能性降低相关。
医生的预测与医院死亡率相关,但总体准确性较差,主要是因为预测不良预后的敏感性较低。