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Cohort bias in predictive risk assessments of future criminal justice system involvement

Risk assessment instruments (RAIs) are widely used to aid high-stakes decision-making in criminal justice settings and other areas such as health care and child welfare. These tools, whether using machine learning or simpler algorithms, typically assume a time-invariant relationship between predicto...

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Detalles Bibliográficos
Autores principales: Montana, Erika, Nagin, Daniel S., Neil, Roland, Sampson, Robert J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265989/
https://www.ncbi.nlm.nih.gov/pubmed/37252970
http://dx.doi.org/10.1073/pnas.2301990120

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