Buprenorphine-Naloxone Attrition Prediction

Patient Information

Age at which the patient started BUP-NAL treatment. Age must be between 16-95 years

Opioid dependence is a diagnosis for chronic use of opioids leading to dependence.

Limb swelling, as commonly seen in conditions such as deep vein thrombosis, heart failure, and chronic kidney disease.

Indicates whether the patient has used laxatives. Constipation is a common complication of opioid use.

Use of long-acting opioids such as Oxycodone Extended Release for pain management.

Typically a marker for sicker or more complicated patients as most use would be over-the-counter.

Long-lasting pain that persists for weeks to years.

Any disorder that affects the function of the liver.

A common procedure for complicated patients, usually performed within 90 days prior to initiation.

Diphenhydramine (Benadryl) often used for itch relief due to high-dose opioids, especially in a hospital setting.

A stool softener, not highly effective but commonly prescribed for constipation management.

Symptoms before starting buprenorphine-naloxone.

Typically prescribed as a marker for complex cases where it's noted in EMR.

Mood disorder causing persistent sadness and loss of interest.

Indicates stabilization on buprenorphine within the specified dose range.

Prediction Result

Enter patient information to view the retention probability chart.
The chart will auto-update as you modify the information.

This section presents the predicted retention probability over time for a patient, along with comparative reference curves:

  • Patient Prediction: The predicted retention probability curve for the patient based on their input features.
  • High Risk (2.5th Percentile): Represents a reference curve indicating lower retention probabilities associated with patients at higher risk of treatment attrition.
  • Low Risk (97.5th Percentile): Represents a reference curve showing higher retention probabilities associated with patients expected to stay longer in treatment.
  • Median: Shows a curve that represents the median retention probability across the sample population for comparison.