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Using the Functional Comorbidity Index with administrative workers' compensation data: Utility, validity, and caveats.

Jeanne M SearsSean D RundellDeborah Fulton-KehoeSheilah Hogg-JohnsonGary M Franklin
Published in: American journal of industrial medicine (2023)
The WC-based FCI may be useful for identifying specific subsets of workers with chronic conditions, but less useful for chronic condition prevalence. Using the WC-based FCI cross-state appeared to introduce substantial confounding. We strongly advise caution-including state-specific analyses with a reliable reference standard-before using a WC-based FCI in studies involving multiple states.
Keyphrases
  • electronic health record
  • big data
  • peripheral blood
  • machine learning
  • artificial intelligence
  • deep learning