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Schizophrenia more employable than depression? Language-based artificial intelligence model ratings for employability of psychiatric diagnoses and somatic and healthy controls.
PLoS One
January 2025
Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.
Artificial Intelligence (AI) assists recruiting and job searching. Such systems can be biased against certain characteristics. This results in potential misrepresentations and consequent inequalities related to people with mental health disorders.
View Article and Find Full Text PDFThe next generation of physician-researchers: undergraduate medical students' and residents' attitudes, challenges, and approaches towards addressing them.
BMC Med Educ
November 2024
Medical Education Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
Background: Undergraduate medical education and residency training are critical periods for conducting research. Medical diagnoses and therapies are direct results of successful research efforts that have advanced several scientific fields. This review highlights the importance of incorporating scientific research training into the curricula of undergraduate medical education and residency programs.
View Article and Find Full Text PDFMisrepresentation of MDMA in the United States, 1999-2023.
Drug Alcohol Depend
November 2024
Department of Criminal Justice and Criminology, Georgia State University, Atlanta, GA, USA.
Background And Aims: The misrepresentation of illicit drugs in unregulated markets increases the risk of adverse health events. This study analyzed drug checking data to compare represented, expected, and actual content of alleged MDMA samples, estimate trends in the quality of the MDMA supply, document the presence of adulterants, compare patterns of adulteration, and validate drug checking against law enforcement data.
Method: The study analyzed 4719 alleged MDMA samples submitted to the DrugsData drug checking service between 1999-2023.
Exploring COVID-19 vaccine hesitancy among young adults in Australia. A qualitative study.
Vaccine X
August 2024
School of Medicine and Dentistry, Gold Coast Campus, Griffith University, 1 Parklands Dr, Southport, QLD 4222, Australia.
Background: COVID-19 vaccine hesitancy among young adults in Australia is still poorly understood. Young adults aged 25-34 years have been identified as a population subgroup where COVID-19 vaccine-hesitant views are highly prevalent.
Objective: Exploring the attitudes, thoughts, feelings and social environments affecting the decision to have or not have the vaccine can provide vital transferrable lessons in future health campaigns.
Combating Fraudulent Participation in Urban American Indian and Alaska Native Virtual Health Research: Protocol for Increasing Data Integrity in Online Research (PRIOR).
JMIR Res Protoc
June 2024
Centers for American Indian and Alaska Native Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.
Background: While the advantages of using the internet and social media for research recruitment are well documented, the evolving online environment also enhances motivations for misrepresentation to receive incentives or to "troll" research studies. Such fraudulent assaults can compromise data integrity, with substantial losses in project time; money; and especially for vulnerable populations, research trust. With the rapid advent of new technology and ever-evolving social media platforms, it has become easier for misrepresentation to occur within online data collection.
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