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Optimization and Performance Evaluation of Large Language Models Based on Real Clinical Scenarios

Optimization and Performance Evaluation of Large Language Models Based on Real Clinical Scenarios

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2400092670
Enrollment
Unknown
Registered
2024-11-21
Start date
2024-11-21
Completion date
Unknown
Last updated
2025-01-27

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

Conditions

Pain and sleep disorders

Interventions

case series:N/A

Sponsors

Shenshan Medical Center, Memorial Hospital of Sun Yat-sen University
Lead Sponsor

Eligibility

Sex/Gender
All
Age
20 Years to 60 Years

Inclusion criteria

Inclusion criteria: Eligibility criteria for participants include: - Patients aged 20-60, with no gender restrictions. - Patients requiring routine consultations with healthcare providers (e.g., diagnosis explanation, treatment advice) and willing to have their consultation dialogues recorded. - Voluntary signing of an informed consent form. - Commitment to adhere to the research procedures and cooperate throughout the entire research process.

Exclusion criteria

Exclusion criteria: Subjects meeting the following criteria will be excluded from this study: - Patients with severe mental or cognitive disorders that prevent cooperative communication.

Design outcomes

Primary

MeasureTime frame
Factuality;Integrity;Safety;Empathy;Readability;

Secondary

MeasureTime frame
Response Timeliness;Third-Party Satisfaction Assessment;

Countries

China

Contacts

Public ContactMingyan Guo

Shenshan Medical Center, Memorial Hospital of Sun Yat-sen University

guomyan@mail.sysu.edu.cn+86 186 8842 9555

Outcome results

None listed

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