R0021/2026-03-25/Q007/SRC03
XAI Research Systematic Review
Source
| Field |
Value |
| Title |
XAI Research Systematic Review |
| Publisher |
Various |
| Author(s) |
Various |
| Date |
2025 |
| URL |
https |
| Type |
Research/regulatory |
Summary
| Dimension |
Rating |
| Reliability |
High |
| Relevance |
High |
| Bias: Missing data |
Low risk |
| Bias: Measurement |
N/A |
| Bias: Selective reporting |
Low risk |
| Bias: Randomization |
N/A — not an RCT |
| Bias: Protocol deviation |
N/A — not an RCT |
| Bias: COI/Funding |
Low risk |
Rationale
| Dimension |
Rationale |
| Reliability |
Government/academic source |
| Relevance |
Directly addresses AI decision auditing and explainability |
| Bias flags |
None significant |
| Evidence ID |
Summary |
| SRC03-E01 |
//zenodo.org/records/18257254:2,425 XAI articles (2022-2025); 122 eligible; post-hoc methods dominant but approximate |