None
Conditions
Interventions
Control Group: Standard 10-month OR nursing orientation program consisting of didactic lectures (40%, covering fundamental OR principles, patient safety protocols, and evidence-based surgical nursing
Basic AI-Assisted Training:Standard curriculum (same as Control) plus a text-based GPT-2 educational platform fine-tuned on 8,000 de-identified OR nursing cases. Platform features included textual cas
Advanced AI-Assisted Training:Standard curriculum (same as Control) plus a multimodal AI system leveraging Visual BERT and CLIP models, fine-tuned on 15,000 clinical cases and multimedia resources. Sy
Sponsors
Shanxi Provincial People's Hospital
Eligibility
Sex/Gender
All
Age
22 Years to 55 Years
Inclusion criteria
Inclusion criteria: 1. Registered nurses aged 22 - 55 years old; 2. With less than 12 months of experience in operating room (OR) work; 3. Holding a bachelor's degree in nursing (BSN) or above; 4. Holding a unrestricted nurse practice certificate; 5. Has not used any artificial intelligence-assisted training tools before (confirmed by the screening questionnaire for enrollment).
Exclusion criteria
Exclusion criteria: 1. Part-time or agency nurse status 2. Inability to commit to the 14-month study period 3. Concurrent participation in other clinical trials 4. Cognitive or language barriers that might hinder effective AI-system interaction 5. Prior experience with AI-based education tools
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Modified Objective Structured Clinical Examination (M-OSCE) score; | — |
Secondary
| Measure | Time frame |
|---|---|
| Knowledge test score;Practical skill assessment score; | — |
Countries
China
Contacts
Public ContactCunfang Mo
Shanxi Provincial People Hospital
Outcome results
None listed