All-cause mortality prediction on Closed-weight benchmark cohort N = 200
110NDiSSCo GT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DiSSCo GTTier=Mild2026.07 | 110 | 24 | 1,611.9 | 9.12 | 0.001 | |
| MOSAIC open-weight (LLM, on CW cohort)Tier=Moderate2026.07 | 102 | 26 | 1,587.1 | 7.55 | 0.001 | |
| Cooper GTTier=Moderate2026.07 | 99 | 25 | 1,593.6 | 11.51 | 0.001 | |
| MOSAIC closed-weight (LLM)Tier=Moderate2026.07 | 78 | 24 | 1,518.4 | 10.93 | 0.001 | |
| MOSAIC FrozenTier=Moderate2026.07 | 61 | 23 | 1,475.2 | 449.8 | 0.001 | |
| Young GT (DCSI)Tier=Mild2026.07 | 50 | 5 | 1,739.2 | 3.58 | 0.063 | |
| Young GT (DCSI)Tier=Moderate2026.07 | 50 | 20 | 1,483.1 | 17.19 | 0.001 | |
| MOSAIC closed-weight (LLM)Tier=Mild2026.07 | 42 | 4 | 1,761.5 | 2.61 | 0.182 | |
| MOSAIC open-weight (LLM, on CW cohort)Tier=Mild2026.07 | 30 | 2 | 1,771.2 | 1.58 | 0.595 | |
| MOSAIC open-weight (LLM, on CW cohort)Tier=Critical2026.07 | 26 | 14 | 1,330.2 | 18.94 | 0.001 | |
| Cooper GTTier=Critical2026.07 | 23 | 17 | 1,165.6 | 44.22 | 0.001 | |
| MOSAIC closed-weight (LLM)Tier=Critical2026.07 | 23 | 14 | 1,261.6 | 28.75 | 0.001 | |
| DiSSCo GTTier=Moderate2026.07 | 22 | 18 | 1,168.7 | 48.89 | 0.001 | |
| Young GT (DCSI)Tier=Critical2026.07 | 21 | 17 | 1,048.2 | 50.68 | 0.001 | |
| MOSAIC FrozenTier=Mild2026.07 | 11 | 1 | 1,665.2 | 4.34 | 0.573 | |
| MOSAIC FrozenTier=Critical2026.07 | 11 | 9 | 925.7 | 0 | 0.002 | |
| Cooper GTTier=Mild2026.07 | 3 | 0 | 1,825 | 0.42 | 0.838 |