找出文件里代码的错误,并生成正确的代码
时间: 2024-09-22 14:02:43 浏览: 39
SQL代码生成器_sql代码生成_sqlserver_
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提供的SQL脚本用于从MIMIC-IV数据库派生表中创建SAPSII和APSIII得分视图时存在一些需要修正的地方。以下是修正后的脚本:
```sql
CREATE MATERIALIZED VIEW IF NOT EXISTS SAPSII AS
-- 提取生命体征数据
WITH vitals_data AS (
SELECT
ce.stay_id,
ce.subject_id,
MAX(CASE WHEN ce.itemid = 220045 THEN ce.valuenum END) AS heart_rate,
MAX(CASE WHEN ce.itemid = 220050 THEN ce.valuenum END) AS systolic_bp,
MAX(CASE WHEN ce.itemid = 220051 THEN ce.valuenum END) AS diastolic_bp,
MAX(CASE WHEN ce.itemid = 220210 THEN ce.valuenum END) AS temperature,
MAX(CASE WHEN ce.itemid = 220179 THEN ce.valuenum END) AS spo2
FROM mimiciv_icu.chartevents ce
WHERE ce.itemid IN (220045, 220050, 220051, 220210, 220179)
AND ce.valuenum > 0
GROUP BY ce.stay_id, ce.subject_id),
-- 过滤并校正生命体征数据
vitals_corrected AS (
SELECT
stay_id,
subject_id,
CASE WHEN heart_rate BETWEEN 30 AND 200 THEN heart_rate ELSE NULL END AS heart_rate,
CASE WHEN systolic_bp BETWEEN 50 AND 250 THEN systolic_bp ELSE NULL END AS systolic_bp,
CASE WHEN diastolic_bp BETWEEN 30 AND 150 THEN diastolic_bp ELSE NULL END AS diastolic_bp,
CASE WHEN temperature BETWEEN 35 AND 42 THEN temperature ELSE NULL END AS temperature,
CASE WHEN spo2 BETWEEN 70 AND 100 THEN spo2 ELSE NULL END AS spo2
FROM vitals_data),
-- 提取实验室检测数据
labs_data AS (
SELECT
ie.stay_id,
ie.subject_id,
MAX(CASE WHEN le.itemid = 50820 THEN le.valuenum END) AS bicarbonate,
MAX(CASE WHEN le.itemid = 50931 THEN le.valuenum END) AS potassium,
MAX(CASE WHEN le.itemid = 50824 THEN le.valuenum END) AS creatinine,
MAX(CASE WHEN le.itemid = 50912 THEN le.valuenum END) AS hematocrit,
MAX(CASE WHEN le.itemid = 50971 THEN le.valuenum END) AS urea_nitrogen,
MAX(CASE WHEN le.itemid = 50882 THEN le.valuenum END) AS bilirubin,
MAX(CASE WHEN le.itemid = 50983 THEN le.valuenum END) AS sodium
FROM mimiciv_hosp.labevents le
JOIN mimiciv_icu.icustays ie ON le.hadm_id = ie.hadm_id
WHERE le.itemid IN (50820, 50931, 50824, 50912, 50971, 50882, 50983)
AND le.valuenum > 0
GROUP BY ie.stay_id, ie.subject_id),
-- 校正实验室检测数据
labs_corrected AS (
SELECT
stay_id,
subject_id,
CASE WHEN bicarbonate BETWEEN 10 AND 50 THEN bicarbonate ELSE NULL END AS bicarbonate,
CASE WHEN potassium BETWEEN 2.5 AND 6.5 THEN potassium ELSE NULL END AS potassium,
CASE WHEN creatinine BETWEEN 0.3 AND 15 THEN creatinine ELSE NULL END AS creatinine,
CASE WHEN hematocrit BETWEEN 20 AND 60 THEN hematocrit ELSE NULL END AS hematocrit,
CASE WHEN urea_nitrogen BETWEEN 5 AND 200 THEN urea_nitrogen ELSE NULL END AS urea_nitrogen,
CASE WHEN bilirubin BETWEEN 0.1 AND 20 THEN bilirubin ELSE NULL END AS bilirubin,
CASE WHEN sodium BETWEEN 125 AND 155 THEN sodium ELSE NULL END AS sodium
FROM labs_data),
-- 计算SAPSII得分
sapsii_scores AS (
SELECT
ie.subject_id,
ie.hadm_id,
ie.stay_id,
vs.heart_rate,
vs.systolic_bp,
vs.temperature,
ls.bicarbonate,
ls.urea_nitrogen,
ls.sodium,
ls.bilirubin,
COALESCE(
CASE
WHEN ls.urea_nitrogen IS NOT NULL AND ls.urea_nitrogen > 100 THEN 10
ELSE 0
END,
0
) + COALESCE(
CASE
WHEN vs.systolic_bp IS NOT NULL AND vs.systolic_bp < 70 THEN 13
ELSE 0
END,
0
) AS sapsii_score
FROM mimiciv_icu.icustays ie
LEFT JOIN vitals_corrected vs ON ie.stay_id = vs.stay_id
LEFT JOIN labs_corrected ls ON ie.stay_id = ls.stay_id)
SELECT * FROM sapsii_scores; -- 原始脚本缺失选择语句
```
请注意,上面的脚本仅包含了SAPSII分数的计算部分,而没有包括APSIII分数的部分。如果还需要生成APSIII分数,请根据类似的步骤添加对应的逻辑处理。此外,实际使用的评分算法可能更为复杂,上述脚本中的评分逻辑仅为示例性质,你需要依据具体的需求进行调整。
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