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Study raises concerns about AI health-prediction models trained on unreliable datasets

Researchers at QUT and AusHSI found two widely downloaded health datasets to have unknown origins, raising questions about their authenticity and suitability for clinical research. The study assessed the datasets using the internationally recognized TRIPOD+AI reporting framework and scored 0 out of 9 on essential data-provenance criteria.

SourceQueensland University of Technology·JournalBMC Medicine·DateJul 8, 2026

More than half of vets report that they likely see cases of animal abuse by falsification, analogous to Munchausen syndrome by proxy, in their practice, per small Dutch survey

A small Dutch survey found that more than half of veterinarians believe they will see cases of animal abuse by falsification, akin to Munchausen syndrome by proxy. This recognition is alarming and warrants further investigation into animal welfare practices among veterinary professionals.

SourcePLOS·JournalPLOS One·TypeSurvey·DateApr 8, 2026

UTA study suggests simple steps may improve team ethics

A UT Arlington study suggests that speaking up is key to ethical decision-making in research groups. The researchers found that fostering an environment where everyone feels empowered to voice concerns can help prevent unethical behavior. An 'ethical champion' who steps up to speak out against potential issues was a common finding.

SourceUniversity of Texas at Arlington·JournalScience and Engineering Ethics·TypeObservational study·DateSep 30, 2024

Researchers can reveal illegal timber exports

Researchers from the University of Gothenburg developed a new method to identify the origin of harvested trees using chemical footprints in wood tissue. The study focused on Eastern European countries, but the method is applicable worldwide, tackling over half of tropical timber's illegal harvest.

SourceUniversity of Gothenburg·JournalNature Plants·TypeContent analysis·DateMar 14, 2024