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Patient Acceptable Symptom State versus Latent Class Analysis Outcome Classification: A Comparative Longitudinal Study of Knee Arthroplasty.

Daniel L RiddleLevent Dumenci
Published in: Arthritis care & research (2022)
When used for outcome classification, observed PASS scores consistently underperform relative to probabilistic latent class-derived subgroups of pain and self-rated health outcome. PASS is a weak substitute for probabilistic classification of other PROMs of KA outcome. Clinicians and researchers should rely on latent class analyses over PASS to differentiate between outcome subgroups following KA.
Keyphrases
  • machine learning
  • deep learning
  • healthcare
  • chronic pain
  • palliative care
  • case report
  • neuropathic pain
  • health promotion
  • neural network