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Predicting unplanned admissions to hospital in older adults using routinely recorded general practice data: development and validation of a prediction model.

Jet H KlunderMartijn W HeymansIris van der HeideRobert A VerheijOtto R MaarsinghHein Pj Van HoutKarlijn J Joling
Published in: The British journal of general practice : the journal of the Royal College of General Practitioners (2024)
The models showed satisfactory predictive ability. Reducing the number of predictors and geographic validation did not have an impact on predictive performance, demonstrating the robustness of the model. An easy-to-use tool has been developed in this study that may assist GPs in decision making and with targeted preventive interventions.
Keyphrases
  • general practice
  • decision making
  • physical activity
  • primary care
  • electronic health record
  • emergency department
  • big data
  • machine learning
  • adverse drug
  • acute care