Flawed data practices in machine learning are inflating the accuracy of brain-wave schizophrenia tests by up to thirty percent, masking a quiet reproducibility crisis.

Standard medical billing codes are failing to track patient crises, leaving healthcare systems blind to critical mental health risks.

Electronic health records are failing vulnerable patients because standard billing codes ignore the messy reality of clinical notes.