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Development of a Prediction Model for Catecholamine Requirements

Basic Information

Recruitment status	Not Recruiting
Health condition(s) or Problem(s) studied	Conditions requiring cardiac surgery with cardiopulmonary bypass.
Date of first enrollment	05/03/2025
Target sample size	400
Countries of recruitment
Study type	Other
Intervention(s)

Outcome(s)

Primary Outcome	AUC and AUPRC in the prediction models
Secondary Outcome	SHAP and callibration

Key inclusion & exclusion criteria

Age minimum	>= 18age old
Age maximum	Not applicable
Gender	Both
Include criteria	1. Patients whose clinical data, anesthesia records, and surgical records are available from their medical charts. 2. Patients aged 18 years or older at the time of surgery.
Exclude criteria	1. Patients who declined participation via the opt-out method. 2. Patients who underwent emergency surgery. 3. Patients requiring mechanical circulatory support (MCS) upon discharge from the operating room.