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Establishment and validation of a risk prediction model for enteral nutrition-associated diarrhea in elderly ICU patients based on random forest

Establishment and validation of a risk prediction model for enteral nutrition-associated diarrhea in elderly ICU patients based on random forest

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2300077018
Enrollment
Unknown
Registered
2023-10-26
Start date
2023-11-01
Completion date
Unknown
Last updated
2023-10-30

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

enteral nutrition-associated diarrhea

Interventions

Case series:NA

Sponsors

Shanghai General Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
60 Years to 100 Years

Inclusion criteria

Inclusion criteria: a. Age = 60 years old; b. Staying in the ICU for more than 72 hours; c. Perform enteral nutrition support treatment, with the treatment time >48 hours; d. During enteral nutrition, only one or one type of enteral nutrient solution is used; e. The patient or patient's family members sign an informed consent form.

Exclusion criteria

Exclusion criteria: a. The patient have diarrhea during admission to the ICU; b. Receiving enema or using laxatives during ICU stay; c. Merge other diseases that may cause diarrhea, such as inflammatory bowel disease, irritable bowel syndrome, etc; d. Confirmed as antibiotic related diarrhea and infectious diarrhea.

Design outcomes

Primary

MeasureTime frame
enteral nutrition-associated diarrhea;—

Secondary

MeasureTime frame
Correct prediction rate;Sensitivity;specificity;Positive predictive value;—

Countries

China

Contacts

Public ContactLei Jia

Shanghai General Hospital

2640664958@qq.com+86 135 2474 7689

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026