Constarium
← Search

Data · dataset · 2025

Diabetes Question-Answering Model Evaluation Test Set

Listed in ScienceDB

Description

This test set was curated through a systematic selection process based on the CMtMedQA dataset (huggingface.co/datasets/Suprit/CMtMedQA). CMtMedQA, provided by Suprit, contains approximately 70,000 authentic multi-turn doctor–patient dialogues across 14 clinical departments and is widely used as a foundational resource in Chinese medical dialogue research.To construct the present test set, candidate samples were first retrieved from the original CMtMedQA dialogues using domain-specific keywords such as “diabetes,” “endocrinology,” and “blood glucose,” yielding a subset relevant to chronic disease scenarios.

Subsequently, in accordance with the requirements of multi-turn interaction, only dialogues in which the patient contributed more than three turns were retained. All candidate dialogues underwent case-by-case verification by clinical experts, who reviewed the medical topics, content completeness, and linguistic accuracy. After this expert validation process, a total of 100 authentic multi-turn patient dialogues were selected to form the released test set, providing data support for question-answering tasks related to chronic disease management.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Disease 75%
Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.j00133.0059010 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[disease].local:disease:diseaseenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:medicine-healthmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
licensesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/rights
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title