Limitations

Current limitations remain visible: independent replication, empirical calibration, threshold validation, inter-rater concordance, negative-case performance, comparison with alternative methods, resistance to evidence manipulation and enterprise field validation.

Claims discipline

The site does not claim regulatory certification, universal system safety or independently validated diagnostic accuracy.