Full
Outline
To review the risk prediction models of unplanned discontinuation of continuous renal replacement therapy(CRRT) in ICU patients,and to provide evidence-based guidance for healthcare providers in selecting or developing appropriate risk prediction models.
This study systematically retrieved relevant studies from Chinese and English databases such as OVID,CINAHL,PubMed,Web of Science,Cochrane Library,EMbase,CNKI,VIP,WanFang,and China Biomedical Literature Database.The search period was from the establishment of the databases to August 12, 2025.
A total of 19 studies were included,involving 28 models.Sample sizes ranged from 79 to 2 531 cases.The area under curve(AUC) for the 28 models ranged from 0.705 to 0.978.Calibration methods were reported in 17 studies.The overall applicability of the 19 studies was good,but there was still a relatively high risk of bias,mainly concentrated in the field of data analysis.
The risk prediction models of unplanned discontinuation of CRRT in ICU patients are still in the development stage.Future research should further improve the quality of related model studies,especially in aspects such as the selection of predictive factors and model evaluation,so as to provide effective tools for clinical practitioners to formulate individualized intervention strategies.
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| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |
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