The efficacy of the National Surgical Quality Improvement Program surgical risk calculator in head and neck surgery: A meta-analysis.
Abstract
[BACKGROUND] The National Surgical Quality Improvement Program surgical risk calculator (SRC) estimates the risk for postoperative complications. This meta-analysis assesses the efficacy of the SRC in the field of head and neck surgery.
[METHODS] A systematic review identified studies comparing the SRC's predictions to observed outcomes following head and neck surgeries. Predictive accuracy was assessed using receiver operating characteristic curves (AUCs) and Brier scoring.
[RESULTS] Nine studies totaling 1774 patients were included. The SRC underpredicted the risk of all outcomes (including any complication [observed (ob) = 35.9%, predicted (pr) = 21.8%] and serious complication [ob = 28.7%, pr = 17.0%]) except mortality (ob = 0.37%, pr = 1.55%). The observed length of stay was more than twice the predicted length (p < 0.02). Discrimination was acceptable for postoperative pneumonia (AUC = 0.778) and urinary tract infection (AUC = 0.782) only. Predictive accuracy was low for all outcomes (Brier scores ≥0.01) and comparable for patients with and without free-flap reconstructions.
[CONCLUSION] The SRC is an ineffective instrument for predicting outcomes in head and neck surgery.
[METHODS] A systematic review identified studies comparing the SRC's predictions to observed outcomes following head and neck surgeries. Predictive accuracy was assessed using receiver operating characteristic curves (AUCs) and Brier scoring.
[RESULTS] Nine studies totaling 1774 patients were included. The SRC underpredicted the risk of all outcomes (including any complication [observed (ob) = 35.9%, predicted (pr) = 21.8%] and serious complication [ob = 28.7%, pr = 17.0%]) except mortality (ob = 0.37%, pr = 1.55%). The observed length of stay was more than twice the predicted length (p < 0.02). Discrimination was acceptable for postoperative pneumonia (AUC = 0.778) and urinary tract infection (AUC = 0.782) only. Predictive accuracy was low for all outcomes (Brier scores ≥0.01) and comparable for patients with and without free-flap reconstructions.
[CONCLUSION] The SRC is an ineffective instrument for predicting outcomes in head and neck surgery.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 시술 | flap
|
피판재건술 | dict | 1 | |
| 해부 | urinary tract
|
scispacy | 1 | ||
| 해부 | AUC
|
scispacy | 1 | ||
| 합병증 | free-flap
|
scispacy | 1 | ||
| 합병증 | infection
|
감염 | dict | 1 | |
| 약물 | SRC
→ surgical risk calculator
|
scispacy | 1 | ||
| 약물 | [BACKGROUND]
|
scispacy | 1 | ||
| 질환 | head and neck surgery
|
C1512343
Head and Neck Surgery
|
scispacy | 1 | |
| 질환 | postoperative pneumonia
|
C1279386
Postoperative pneumonia
|
scispacy | 1 | |
| 질환 | urinary tract infection
|
C0042029
Urinary tract infection
|
scispacy | 1 | |
| 질환 | head and neck
|
scispacy | 1 | ||
| 질환 | head and neck surgeries
|
scispacy | 1 | ||
| 기타 | SRC
→ surgical risk calculator
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 |
MeSH Terms
Humans; Risk Assessment; Postoperative Complications; Quality Improvement; Head and Neck Neoplasms; Male; ROC Curve; Female; Length of Stay
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