TABLE 3.

Example psychosocial profiles with corresponding probability of harmful alcohol use post‐LT by artificial intelligence model

#	Psychosocial variable	Patient 1 (low risk)	Patient 2 (encephalopathy)	Patient 3 (high risk)
1	Has the patient's primary support person for peri‐ and post‐LT care been identified yet at time of this evaluation?	Yes	Yes	No
2	Are there any pediatric children or grandchildren (<18 years old) who live with the patient?	No	Yes	Yes
3	Was the patient recently a home caregiver for children or elderly relatives?	Yes	No	No
4	Has the patient ever abused opioid pills?	Never	Not collected	Former
5	Is the patient observant in religion and/or attend services regularly?	Yes	Yes	No
6	If applicable, does the patient currently have a healthy/strong relationship with his/her siblings?	Yes	Yes	No
7	Did the patient ever complete a rehabilitation program?	No	Not Collected	Yes
8	During the interview, did the patient make eye contact with the writer?	Yes	No	No
9	Is the writer's background in social work?	Yes	No	Yes
10	Has the patient ever been treated with methadone for opioid addiction?	Never	Not Collected	Current
11	Medicaid/Medicare (vs. Private/Other) insurance?	No	Yes	Yes
12	Did the writer discuss potential living donors?	No	No	No
13	Patient's spouse or significant other (vs. non‐spouse/significant other) has been identified as primary support person for peri and post‐LT care	Yes	Yes	Not Collected
Probability of Harmful Alcohol Use Post‐LT (95% CI)		8.3% (0–20.3%)	45.4% (8.7–82.1%)	93.4% (88.6–98.2%)