Pre-registration: external confirmatory test of a naming-level recommendation for cross-species antimicrobial resistance prediction

One pre-registered confirmatory test of a recommendation from a development study of cross-species antimicrobial resistance prediction: that naming AMRFinderPlus determinants by exact name plus AMRFinderPlus subclass gives a higher mean cross-species AUROC than exact names alone. The test, its single success criterion, the data source, the cohort rules and the frozen analysis code are fixed in this document before any external data was retrieved. The analysis notebook is pinned by SHA-256. The result will be reported whichever way it comes out.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23720720
Primary Topic
Antibiotic Resistance in Bacteria
Type
preprint
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preprint

Pre-registration: external confirmatory test of a naming-level recommendation for cross-species antimicrobial resistance prediction

Bharat Arora
3 links
Zenodo (CERN European Organization for Nuclear Research)
Antibiotic Resistance in Bacteria
preprint

Pre-registration: external confirmatory test of a naming-level recommendation for cross-species antimicrobial resistance prediction

Bharat Arora
preprint en

Abstract

One pre-registered confirmatory test of a recommendation from a development study of cross-species antimicrobial resistance prediction: that naming AMRFinderPlus determinants by exact name plus AMRFinderPlus subclass gives a higher mean cross-species AUROC than exact names alone. The test, its single success criterion, the data source, the cohort rules and the frozen analysis code are fixed in this document before any external data was retrieved. The analysis notebook is pinned by SHA-256. The result will be reported whichever way it comes out.

Zenodo (CERN European Organization for Nuclear Research)
Good health and well-being
Antibiotic Resistance in Bacteria
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Pre-registration: external confirmatory test of a naming-level recommendation for cross-species antimicrobial resistance prediction — Bharat Arora · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS