AIMC Topic: Community Mental Health Services
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The Impact of Collaborative Documentation on Person-Centered Care: Textual Analysis of Clinical Notes.
JMIR medical informatics
Sep 20, 2024
BACKGROUND: Collaborative documentation (CD) is a behavioral health practice involving shared writing of clinic visit notes by providers and consumers. Despite widespread dissemination of CD, research on its effectiveness or impact on person-centered...
Using Human Resources Data to Predict Turnover of Community Mental Health Employees: Prediction and Interpretation of Machine Learning Methods.
International journal of mental health nursing
Jul 3, 2024
This study used machine learning (ML) to predict mental health employees' turnover in the following 12 months using human resources data in a community mental health centre. The data contain 621 employees' information (e.g., demographics, job informa...
Predicting Outcomes of Antidepressant Treatment in Community Practice Settings.
Psychiatric services (Washington, D.C.)
Dec 5, 2023
OBJECTIVE: The authors examined whether machine-learning models could be used to analyze data from electronic health records (EHRs) to predict patients' responses to antidepressant medications.
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