Accuracy is not mortality: corrected impact framework for psychiatric and genomic decision support

AI-assisted methodological correction and replacement impact framework, not a clinical efficacy study. This note identifies and corrects unsupported attribution of an external diagnostic-accuracy result to a proprietary engine, transport of attempt-population fractions to suicide deaths, unvalidated positive intervention effects, misuse of Monte Carlo intervals as confidence of clinical benefit, and arithmetic errors in legacy author manuscripts. The programme-specific causal effect of Athena or DNAGenomics on diagnosis, care or suicide mortality remains unknown. Null benefit, harms, pathway uptake, treatment access, overlapping mechanisms and uncertainty must be tested, not assumed away. This is a targeted correction of impact claims and does not validate all remaining genomic, psychometric or theoretical content of the legacy manuscripts. No third-party health records or private operational instructions are included. No medication or clinical deployment recommendation is made.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-09
DOI
https://doi.org/10.5281/zenodo.22666734
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
preprint
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preprint

Accuracy is not mortality: corrected impact framework for psychiatric and genomic decision support

R. E. W. Kho
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
preprint

Accuracy is not mortality: corrected impact framework for psychiatric and genomic decision support

R. E. W. Kho
preprint en

Abstract

AI-assisted methodological correction and replacement impact framework, not a clinical efficacy study. This note identifies and corrects unsupported attribution of an external diagnostic-accuracy result to a proprietary engine, transport of attempt-population fractions to suicide deaths, unvalidated positive intervention effects, misuse of Monte Carlo intervals as confidence of clinical benefit, and arithmetic errors in legacy author manuscripts. The programme-specific causal effect of Athena or DNAGenomics on diagnosis, care or suicide mortality remains unknown. Null benefit, harms, pathway uptake, treatment access, overlapping mechanisms and uncertainty must be tested, not assumed away. This is a targeted correction of impact claims and does not validate all remaining genomic, psychometric or theoretical content of the legacy manuscripts. No third-party health records or private operational instructions are included. No medication or clinical deployment recommendation is made.

Zenodo (CERN European Organization for Nuclear Research)
Good health and well-being
Artificial Intelligence in Healthcare and Education
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