Table 7.
Analysis of predictor Importance.
| Category | Parameter | Value | Reference Range | p-value |
|---|---|---|---|---|
| Demographic | Age (years) | 100.00 ± 5.32 | N/A | - |
| Clinical Assessment | ECOG Score | 0.54 ± 0.12 | 0–1 | < 0.001 |
| Tumor Characteristics | Differentiation (Low-grade), n (%) | 25.71% | N/A | 0.003 |
| Clinical Stage (Stage I), n (%) | 23.56% | N/A | 0.002 | |
| Laboratory Parameters | ALB/GLB Ratio | 1.35 ± 0.21 | 1.2-2.0 | 0.015 |
| Serum Albumin (g/L) | 35.09 ± 3.42 | 35–55 | 0.024 | |
| HRR | 22.21 ± 2.15 | 18–26 | 0.018 | |
| LMR | 8.96 ± 1.03 | 3.2–9.6 | 0.013 |
Notes:1.Values are presented as mean ± SD unless otherwise specified.2.N/A = Not Applicable.3.p-values werecalculated using Student’s t-test for continuous variables and Chi-square test for categorical variables.