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PainTrain-AI Pilot: Feasibility, Usability (SUS) and Concept-Shift in Primary Care and a Specialized Setting
Sponsor: Francesc Valenzuela Pascual
Summary
This pilot will assess feasibility and usability (SUS) and explore concept shift (reduction of neurophysiology misconceptions) after exposure to a behavioral educational intervention (PainTrain AI), a digital clinical simulation "fenced" by evidence (RAG) for safe, non diagnostic training. The study will be conducted in Primary Care and in a specialized comparative setting, without patient data collection. Primary endpoint: SUS score. Secondary endpoints: concept shift, adherence to micromodules, and interaction latency as friction metric. The platform does not generate clinical advice; it retrieves validated teaching content.
Official title: Feasibility and Usability of a Digital Clinical Simulation (PainTrain AI) for Chronic Pain Training in Health Professionals: A Multicenter Pilot in Primary Care (ICS) and a Specialized Comparative Setting
Key Details
Gender
All
Age Range
18 Years - Any
Study Type
INTERVENTIONAL
Enrollment
40
Start Date
2027-01
Completion Date
2028-09
Last Updated
2026-04-02
Healthy Volunteers
Yes
Conditions
Interventions
PainTrain-AI Behavioral Training
PainTrain-AI is a behavioral educational intervention delivered through a digital clinical simulation platform. The system uses a retrieval-augmented generation (RAG) safety architecture to ensure that all responses are generated only from validated pedagogical content. Participants engage in simulated dialogues with virtual standardized patients to practice biopsychosocial reasoning about chronic pain. The intervention is non-diagnostic, does not provide clinical advice, and does not involve patient data. All participants receive the same intervention.
Locations (1)
Universitat de Lleida
Lleida, Lleida, Spain