causal-hub 0.0.4

network child {
}
variable BirthAsphyxia {
  type discrete [ 2 ] { yes, no };
}
variable HypDistrib {
  type discrete [ 2 ] { Equal, Unequal };
}
variable HypoxiaInO2 {
  type discrete [ 3 ] { Mild, Moderate, Severe };
}
variable CO2 {
  type discrete [ 3 ] { Normal, Low, High };
}
variable ChestXray {
  type discrete [ 5 ] { Normal, Oligaemic, Plethoric, Grd_Glass, Asy/Patch };
}
variable Grunting {
  type discrete [ 2 ] { yes, no };
}
variable LVHreport {
  type discrete [ 2 ] { yes, no };
}
variable LowerBodyO2 {
  type discrete [ 3 ] { <5, 5-12, 12+ };
}
variable RUQO2 {
  type discrete [ 3 ] { <5, 5-12, 12+ };
}
variable CO2Report {
  type discrete [ 2 ] { <7.5, >=7.5 };
}
variable XrayReport {
  type discrete [ 5 ] { Normal, Oligaemic, Plethoric, Grd_Glass, Asy/Patchy };
}
variable Disease {
  type discrete [ 6 ] { PFC, TGA, Fallot, PAIVS, TAPVD, Lung };
}
variable GruntingReport {
  type discrete [ 2 ] { yes, no };
}
variable Age {
  type discrete [ 3 ] { 0-3_days, 4-10_days, 11-30_days };
}
variable LVH {
  type discrete [ 2 ] { yes, no };
}
variable DuctFlow {
  type discrete [ 3 ] { Lt_to_Rt, None, Rt_to_Lt };
}
variable CardiacMixing {
  type discrete [ 4 ] { None, Mild, Complete, Transp. };
}
variable LungParench {
  type discrete [ 3 ] { Normal, Congested, Abnormal };
}
variable LungFlow {
  type discrete [ 3 ] { Normal, Low, High };
}
variable Sick {
  type discrete [ 2 ] { yes, no };
}
probability ( BirthAsphyxia ) {
  table 0.1, 0.9;
}
probability ( HypDistrib | DuctFlow, CardiacMixing ) {
  (Lt_to_Rt, None) 0.95, 0.05;
  (None, None) 0.95, 0.05;
  (Rt_to_Lt, None) 0.05, 0.95;
  (Lt_to_Rt, Mild) 0.95, 0.05;
  (None, Mild) 0.95, 0.05;
  (Rt_to_Lt, Mild) 0.5, 0.5;
  (Lt_to_Rt, Complete) 0.95, 0.05;
  (None, Complete) 0.95, 0.05;
  (Rt_to_Lt, Complete) 0.95, 0.05;
  (Lt_to_Rt, Transp.) 0.95, 0.05;
  (None, Transp.) 0.95, 0.05;
  (Rt_to_Lt, Transp.) 0.5, 0.5;
}
probability ( HypoxiaInO2 | CardiacMixing, LungParench ) {
  (None, Normal) 0.93, 0.05, 0.02;
  (Mild, Normal) 0.1, 0.8, 0.1;
  (Complete, Normal) 0.1, 0.7, 0.2;
  (Transp., Normal) 0.02, 0.18, 0.80;
  (None, Congested) 0.15, 0.80, 0.05;
  (Mild, Congested) 0.10, 0.75, 0.15;
  (Complete, Congested) 0.05, 0.65, 0.30;
  (Transp., Congested) 0.1, 0.3, 0.6;
  (None, Abnormal) 0.7, 0.2, 0.1;
  (Mild, Abnormal) 0.10, 0.65, 0.25;
  (Complete, Abnormal) 0.1, 0.5, 0.4;
  (Transp., Abnormal) 0.02, 0.18, 0.80;
}
probability ( CO2 | LungParench ) {
  (Normal) 0.8, 0.1, 0.1;
  (Congested) 0.65, 0.05, 0.30;
  (Abnormal) 0.45, 0.05, 0.50;
}
probability ( ChestXray | LungParench, LungFlow ) {
  (Normal, Normal) 0.90, 0.03, 0.03, 0.01, 0.03;
  (Congested, Normal) 0.05, 0.02, 0.15, 0.70, 0.08;
  (Abnormal, Normal) 0.05, 0.05, 0.05, 0.05, 0.80;
  (Normal, Low) 0.14, 0.80, 0.02, 0.02, 0.02;
  (Congested, Low) 0.05, 0.22, 0.08, 0.50, 0.15;
  (Abnormal, Low) 0.05, 0.15, 0.05, 0.05, 0.70;
  (Normal, High) 0.15, 0.01, 0.79, 0.04, 0.01;
  (Congested, High) 0.05, 0.02, 0.40, 0.40, 0.13;
  (Abnormal, High) 0.24, 0.33, 0.03, 0.34, 0.06;
}
probability ( Grunting | LungParench, Sick ) {
  (Normal, yes) 0.2, 0.8;
  (Congested, yes) 0.4, 0.6;
  (Abnormal, yes) 0.8, 0.2;
  (Normal, no) 0.05, 0.95;
  (Congested, no) 0.2, 0.8;
  (Abnormal, no) 0.6, 0.4;
}
probability ( LVHreport | LVH ) {
  (yes) 0.9, 0.1;
  (no) 0.05, 0.95;
}
probability ( LowerBodyO2 | HypDistrib, HypoxiaInO2 ) {
  (Equal, Mild) 0.1, 0.3, 0.6;
  (Unequal, Mild) 0.4, 0.5, 0.1;
  (Equal, Moderate) 0.3, 0.6, 0.1;
  (Unequal, Moderate) 0.50, 0.45, 0.05;
  (Equal, Severe) 0.5, 0.4, 0.1;
  (Unequal, Severe) 0.60, 0.35, 0.05;
}
probability ( RUQO2 | HypoxiaInO2 ) {
  (Mild) 0.1, 0.3, 0.6;
  (Moderate) 0.3, 0.6, 0.1;
  (Severe) 0.5, 0.4, 0.1;
}
probability ( CO2Report | CO2 ) {
  (Normal) 0.9, 0.1;
  (Low) 0.9, 0.1;
  (High) 0.1, 0.9;
}
probability ( XrayReport | ChestXray ) {
  (Normal) 0.80, 0.06, 0.06, 0.02, 0.06;
  (Oligaemic) 0.10, 0.80, 0.02, 0.02, 0.06;
  (Plethoric) 0.10, 0.02, 0.80, 0.02, 0.06;
  (Grd_Glass) 0.08, 0.02, 0.10, 0.60, 0.20;
  (Asy/Patch) 0.08, 0.02, 0.10, 0.10, 0.70;
}
probability ( Disease | BirthAsphyxia ) {
  (yes) 0.20, 0.30, 0.25, 0.15, 0.05, 0.05;
  (no) 0.03061224, 0.33673469, 0.29591837, 0.23469388, 0.05102041, 0.05102041;
}
probability ( GruntingReport | Grunting ) {
  (yes) 0.8, 0.2;
  (no) 0.1, 0.9;
}
probability ( Age | Disease, Sick ) {
  (PFC, yes) 0.95, 0.03, 0.02;
  (TGA, yes) 0.80, 0.15, 0.05;
  (Fallot, yes) 0.70, 0.15, 0.15;
  (PAIVS, yes) 0.80, 0.15, 0.05;
  (TAPVD, yes) 0.80, 0.15, 0.05;
  (Lung, yes) 0.90, 0.08, 0.02;
  (PFC, no) 0.85, 0.10, 0.05;
  (TGA, no) 0.7, 0.2, 0.1;
  (Fallot, no) 0.25, 0.25, 0.50;
  (PAIVS, no) 0.80, 0.15, 0.05;
  (TAPVD, no) 0.7, 0.2, 0.1;
  (Lung, no) 0.80, 0.15, 0.05;
}
probability ( LVH | Disease ) {
  (PFC) 0.1, 0.9;
  (TGA) 0.1, 0.9;
  (Fallot) 0.1, 0.9;
  (PAIVS) 0.9, 0.1;
  (TAPVD) 0.05, 0.95;
  (Lung) 0.1, 0.9;
}
probability ( DuctFlow | Disease ) {
  (PFC) 0.15, 0.05, 0.80;
  (TGA) 0.1, 0.8, 0.1;
  (Fallot) 0.8, 0.2, 0.0;
  (PAIVS) 1.0, 0.0, 0.0;
  (TAPVD) 0.33, 0.33, 0.34;
  (Lung) 0.2, 0.4, 0.4;
}
probability ( CardiacMixing | Disease ) {
  (PFC) 0.40, 0.43, 0.15, 0.02;
  (TGA) 0.02, 0.09, 0.09, 0.80;
  (Fallot) 0.02, 0.16, 0.80, 0.02;
  (PAIVS) 0.01, 0.02, 0.95, 0.02;
  (TAPVD) 0.01, 0.03, 0.95, 0.01;
  (Lung) 0.40, 0.53, 0.05, 0.02;
}
probability ( LungParench | Disease ) {
  (PFC) 0.6, 0.1, 0.3;
  (TGA) 0.80, 0.05, 0.15;
  (Fallot) 0.80, 0.05, 0.15;
  (PAIVS) 0.80, 0.05, 0.15;
  (TAPVD) 0.1, 0.6, 0.3;
  (Lung) 0.03, 0.25, 0.72;
}
probability ( LungFlow | Disease ) {
  (PFC) 0.30, 0.65, 0.05;
  (TGA) 0.20, 0.05, 0.75;
  (Fallot) 0.15, 0.80, 0.05;
  (PAIVS) 0.10, 0.85, 0.05;
  (TAPVD) 0.3, 0.1, 0.6;
  (Lung) 0.7, 0.1, 0.2;
}
probability ( Sick | Disease ) {
  (PFC) 0.4, 0.6;
  (TGA) 0.3, 0.7;
  (Fallot) 0.2, 0.8;
  (PAIVS) 0.3, 0.7;
  (TAPVD) 0.7, 0.3;
  (Lung) 0.7, 0.3;
}