Covariates | Elastic net (ENET) | Mixed effects logistic regression (MELR) | |||
---|---|---|---|---|---|
Estimate | Estimate (SE)a | Bootstrapped 95% CIa | OR (95% CI)a (odds for Intercept) | p-value | |
T01 (outcome) | |||||
(Intercept) | −3.42 | −3.45 (0.29) | (−4.46, −2.89) | 0.03 (0.01, 0.06) | NA |
C01 | −5.83 | NA | NA | NA | NA |
Facility | 0.09 | 0.58 | (0.00, 1.37) | NA | NA |
C01 (outcome) | |||||
(Intercept) | −2.53 | −2.10 (0.30) | (−3.04, −1.41) | 0.12 (0.05, 0.24) | NA |
T01 | −5.04 | −20.30 (28.36) | (−82.16, −13.96) | 0.00 (0.00, 0.00) | <0.001 |
Cogn | −0.88 | −0.71 (0.30) | (−2.95, 0.72) | 0.49 (0.05, 2.05) | 0.010 |
Comorb | 0.37 | 0.31 (0.16) | (−0.11, 1.04) | 1.36 (0.89, 2.84) | NAb |
Dev | 0.26 | NA | NA | NA | NA |
Wnd | 1.11 | 1.02 (0.21) | (0.31, 1.77) | 2.77 (1.37, 5.87) | <0.001 |
Facility | 0.15 | 0.66 | (0.16, 0.92) | NA | NA |
T03 (outcome) | |||||
(Intercept) | −4.83 | −5.64 (0.76) | (−98.09, −4.25) | 0.00 (0.00, 0.01) | NA |
Comorb | 0.46 | 1.11 (0.59) | (−0.99, 91.84) | 3.03 (0.37, >1000) | 0.047 |
Facility | NA | 1.01 | (0.00, 5.55) | NA | NA |
C03 (outcome) | |||||
(Intercept) | −10.47 | −5.14 (0.73) | (−29.75, −4.01) | 0.01 (0.00, 0.02) | NA |
AB | 0.36 | NA | NA | NA | NA |
Cogn | 1.15 | 1.34 (0.35) | (−24.83, 2.54) | 3.81 (0.00, 12.70) | <0.001 |
Comorb | 0.63 | 0.80 (0.34) | (−0.50, 23.66) | 2.23 (0.61, >1000) | 0.018 |
Dev | 1.10 | 1.40 (0.36) | (−20.04, 2.34) | 4.06 (0.00, 10.40) | <0.001 |
Func | 5.92 | NA | NA | NA | NA |
Hosp | −0.43 | NA | NA | NA | NA |
Facility | 0.14 | 1.48 | (0.32, 3.23) | NA | NA |
C12 (outcome)c | |||||
(Intercept)c | −7.40 | −7.15 (1.35)/−34.55 (95.6) | (−783.01, −5.29)/(−715.76, −26.84) | 0.00 (0.00, 0.01)/ 0.00 (0.00, 0.00) | NA |
Cogn | 2.33 | 2.41 (0.88) | (−447.79, 772.85) | 11.16 (0.00, >1000) | 0.005 |
Comorb | 1.95 | 28.59 (95.60) | (21.23, 704.66) | >1000 (>1000, >1000) | 0.003 |
Facility c | −0.06 | 1.30/1.75 | (0.00, 6.81) / (0.00, 7.39) | NA | NA |