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Table 5 Comparison of risk scores for each solid organ

From: Inconsistent values and algorithmic fairness: a review of organ allocation priority systems in the United States

Organ

Risk score

Scoring method

Priority

Ethical and statistical concerns

Liver

MELD 3.0

6–40, higher score means more medically urgent

Medical urgency

• The 1.33 additional points for the female sex lacks biological justification and contradicts the purpose of developing MELD as a purely objective score

• Lack of flexibility. The discriminatory and predictive powers decreased with time

• Not the unique best risk score for post-transplant mortality. Models with similar performance (e.g. OPOM) also exist

Kidney

KDRI/KDPI/ETPS

0-100%, assess graft failure risk compared to the reference recipient

Minimize re-transplantation

• Inclusion of race as a predictive variable

• Removing race or replacing it with APOL1 had no significant effect on the model’s predictability

• Longevity matching with KDPI and EPTS does not fully consider post-transplant quality of life

Lung

Lung Allocation Score

0-100, higher score means more medically urgent

Balance of post-transplant survival and medical urgency

• Conflict of values between WLAUC and PTAUC

• Geographical limit results in local patients with lower LAS receiving transplantation earlier than slightly further patients with higher LAS

• Clinically significant error in prediction with increased inaccuracy with higher LAS scores

Heart

Heart Tier System (2018)

Tier 1–6, each with its own qualifying criteria. No stratification within tiers

Medical urgency

• Increases in short-term MCS device usage with changes in scoring criteria

• Center-dependent ranking and multi-listing are possible

• Insufficient stratification tiers and lack of stratification within tiers

• Continuous variables are treated as categorical ones

• Very limited discriminatory power