Skip to main content
. 2018 Sep 21;21(2):e47–e64. doi: 10.1093/biostatistics/kxy053

Table 3.

Posterior medians of standardized odds ratios (ORs) and, in parentheses, variable importance probabilities given as percentages, defined as the larger of (i) the posterior probability that an OR exceeds one and (ii) the posterior probability that an OR falls below one

Model pH PaCOInline graphic (mmHg) MAP(CMV) MAP(HFOV) Admit hours Intubated hours
      (cmHInline graphicO) (cmHInline graphicO) pre-ECMO (log) pre-ECMO (log)
PedRESC 0.46(100.0%) 0.70(96.3%) 1.37(93.9%) 1.43(98.6%) 1.42(99.3%) 1.62(99.5%)
PedRESC2 0.37(96.0%) 0.67(76.9%) 1.54(74.1%) 1.59(83.4%) 1.64(86.8%) 2.30(95.7%)
Standard 0.99(58.8%) 1.01(58.9%) 1.01(55.6%) 1.02(60.8%) 1.01(58.4%) 1.96(90.6%)
NAB(Agn) 0.58(94.5%) 0.88(70.1%) 1.29(84.3%) 1.39(93.0%) 1.33(91.5%) 1.71(98.3%)
NAB(Opt) 0.55(97.5%) 0.82(78.4%) 1.33(88.7%) 1.41(96.2%) 1.36(95.7%) 1.67(99.0%)
SAB(Agn) 0.90(73.7%) 1.02(56.9%) 1.10(69.2%) 1.14(77.4%) 1.03(59.2%) 2.25(99.0%)
SAB(Opt) 0.86(76.9%) 1.02(56.1%) 1.13(71.4%) 1.15(78.4%) 1.02(58.1%) 2.25(99.4%)
Model Malignancy Pre-ECMO DX:Asthma DX:Bronchiolitis DX:Pertussis  
    milrinone        
PedRESC 1.22(95.1%) 1.29(95.8%) 0.75(93.9%) 0.58(100.0%) 1.33(99.5%)  
PedRESC2 1.21(71.1%) 1.31(76.6%) 0.05(99.2%) 0.76(75.1%) 2.07(97.9%)  
Standard 1.00(50.8%) 1.00(51.4%) 0.94(69.8%) 0.98(63.6%) 1.33(85.2%)  
NAB(Agn) 1.15(80.7%) 1.17(81.5%) 0.70(91.4%) 0.65(95.4%) 1.43(98.8%)  
NAB(Opt) 1.17(87.0%) 1.21(87.8%) 0.71(93.6%) 0.63(98.2%) 1.40(99.4%)  
SAB(Agn) 1.03(59.2%) 0.99(54.9%) 0.96(60.6%) 0.61(96.4%) 1.50(96.8%)  
SAB(Opt) 1.03(59.5%) 0.99(52.6%) 0.97(60.0%) 0.57(97.9%) 1.49(96.9%)  
Model Abnormal Bilirubin ALT U/L (log) Extent of Extent of Extent of
  pupillary resp. mg/dL (log)   leukocyt. (log) leukopen. (log) thrombocytopen. (log)
PedRESC
PedRESC2
Standard 0.99(56.4%) 1.07(72.5%) 5.60(99.8%) 1.04(68.7%) 0.97(66.6%) 1.01(55.1%)
NAB(Agn) 0.99(55.1%) 1.05(71.5%) 4.88(99.6%) 1.03(63.8%) 0.98(62.5%) 1.01(54.3%)
NAB(Opt) 0.99(54.6%) 1.04(69.6%) 4.92(99.5%) 1.02(63.1%) 0.98(61.5%) 1.01(54.1%)
SAB(Agn) 0.99(57.5%) 1.13(75.5%) 4.87(99.8%) 1.05(66.4%) 0.95(66.5%) 1.01(55.3%)
SAB(Opt) 0.99(57.8%) 1.12(75.2%) 4.60(99.7%) 1.04(64.6%) 0.96(65.1%) 1.01(55.3%)
Model INR VIS (log) Lactate PF ratio (log) Pre-ECMO acute  
      mMol/L (log)   kidney injury  
PedRESC  
PedRESC2  
Standard 1.02(62.0%) 1.01(57.9%) 1.57(85.6%) 0.94(71.4%) 1.00(53.7%)  
NAB(Agn) 1.01(57.9%) 1.01(53.2%) 1.10(77.6%) 0.96(68.8%) 1.00(50.2%)  
NAB(Opt) 1.01(56.7%) 1.00(53.0%) 1.07(75.1%) 0.97(67.6%) 1.00(50.0%)  
SAB(Agn) 1.05(66.8%) 1.02(59.1%) 1.94(90.7%) 0.87(77.2%) 1.00(52.8%)  
SAB(Opt) 1.05(66.8%) 1.02(60.1%) 1.97(90.6%) 0.88(76.8%) 1.00(51.9%)  

Results in bold have percentages exceeding 75.0%.