Study-Level Dataset and Reproducible Analysis Materials for Clinician-Centered Evaluation of Explainable Artificial Intelligence in Dental and Maxillofacial Imaging

This record contains the study-level dataset, statistical analysis code, operational coding definitions, and supplementary analytical materials supporting the secondary meta-research study entitled “Study-Level Correlates and Temporal Patterns of Clinician-Centered Evaluation of Explainable Artificial Intelligence in Dental and Maxillofacial Imaging.”The dataset comprises 61 studies originally identified in a previously published systematic review of explainable artificial intelligence in dental and maxillofacial imaging. No new literature search, screening process, or study inclusion was performed for this secondary analysis.The materials provided here support reproducibility of the study-level association analyses, temporal analyses, reader-study construct audit, sensitivity analyses, and detectable-effect analyses.The underlying systematic review was prospectively registered in PROSPERO (CRD420261421868).The source systematic review is:Al-Hammad WE, Khatatbeh MY, AlJamal G, et al. Explainable artificial intelligence in dental imaging: a systematic review of interpretability and the current state of trust evidence. Frontiers in Dental Medicine. 2026;7:1948676. doi:10.3389/fdmed.2026.1948676.