Limitations & Safety
Transparent boundaries of what this prototype is — and what it is not.
ระบบนี้เป็นเครื่องมือช่วยตัดสินใจทางคลินิก ไม่ใช้แทนดุลยพินิจของแพทย์
This system is a clinical decision support tool and does not replace clinician judgment.
Prototype status
This system is a research prototype built for a thesis project. It is not a regulated medical device. It has not been certified by any health authority and is not approved for clinical deployment.
Not for autonomous diagnosis
The system does not diagnose patients on its own. All outputs — syndrome predictions, therapeutic directions, and safety flags — are decision-support suggestions only, intended to be reviewed by a qualified clinician.
Clinician final decision required
แพทย์เป็นผู้ตัดสินใจสุดท้าย ระบบ AI เป็นเพียงเครื่องมือช่วยตัดสินใจ. The clinician's judgment overrides any AI suggestion. The override workflow records reasoning and flags safety concerns for audit.
Limited validation
The knowledge base reflects a curated subset of TTM literature; coverage of syndromes, herbs, and edge cases is not exhaustive. Expert validation is ongoing and reviewer scores reflect a limited sample size.
Educational and research use
Intended audience: TTM physicians, dermatologists, pharmacists, and researchers participating in thesis evaluation and methodological review. Not intended for patient self-assessment or unsupervised clinical use.
Not for emergency use.
Pustular flares, erythroderma, fever, severe joint involvement, pregnancy, or extensive BSA require immediate referral to a qualified physician — independent of this system's output.