Fig. 4: Feature engineering and predictive modeling pipeline.

The patient-reported outcomes (PROs) of numerical rating scale (NRS), patient-reported outcomes measurement information system 29 (PROMIS-29), pain catastrophizing scale (PCS), patient health questionnaire-9 (PHQ-9), Oswestry disability index (ODI), patient global impression of change (PGIC) are outputs of machine learning models.