# Language models for data extraction and risk of bias assessment in complementary medicine

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/language-models-for-data-extraction-and-risk-of-bias-assessment-in-complementary/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Honghao Lai,Jiayi Liu,Chunyang Bai,Hui Liu,Bei Pan,Xufei Luo,Liangying Hou,Weilong Zhao,Danni Xia,Jinhui Tian,Yaolong Chen,Lu Zhang,Janne Estill,Jie Liu,Xing Liao,Nannan Shi,Xin Sun,Hongcai Shang,Zhaoxiang Bian,Kehu Yang,Luqi Huang,Long Ge,On behalf of ADVANCED Working Group,H. L. Li,Yu Wang,Huayu Zhang,Di Zhu,Dongrui Peng,Fan Wang,Yueyan Li,Shilin Tang,H.D. Liu,Zeming Li,Zhenhua Yang,Yu Xuan,Yishan Qin |
| Citations | 47 |
| DOI | 10.1038/s41746-025-01457-w |
| Fields | Economics, Econometrics and Finance,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41746-025-01457-w.pdf |
| OpenAlex ID | https://openalex.org/W4407009455 |
| PMID | 39890970 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Honghao Lai](https://scholariq.org/researchers/honghao-lai/)
- [Weilong Zhao](https://scholariq.org/researchers/weilong-zhao/)

## Paper journal

- [npj Digital Medicine](https://scholariq.org/journals/npj-digital-medicine/)

## Paper primary topic

- [Complementary and Alternative Medicine Studies](https://scholariq.org/topics/complementary-and-alternative-medicine-studies/)

## Paper topics

- [Complementary and Alternative Medicine Studies](https://scholariq.org/topics/complementary-and-alternative-medicine-studies/)
- [Health Systems, Economic Evaluations, Quality of Life](https://scholariq.org/topics/health-systems-economic-evaluations-quality-of-life/)
- [Clinical practice guidelines implementation](https://scholariq.org/topics/clinical-practice-guidelines-implementation/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.