Default parameters

This page is under construction.

Depending on latest stable calibration used.

EMOD

config.json

Parameter Estimate
Age_Dependent_Biting_Risk_Type SURFACE_AREA_DEPENDENT
Age_Initialization_Distribution_Type DISTRIBUTION_COMPLEX
Air_Temperature_Filename climate/seasonal_air_temperature_daily.bin
Air_Temperature_Offset 0
Anemia_Mortality_Inverse_Width 1
Anemia_Mortality_Threshold 0.654726663
Anemia_Severe_Inverse_Width 10
Anemia_Severe_Threshold 4.50775825
Antibody_CSP_Decay_Days 90
Antibody_CSP_Killing_Inverse_Width 1.5
Antibody_CSP_Killing_Threshold 20
Antibody_Capacity_Growth_Rate 0.09
Antibody_IRBC_Kill_Rate 1.596
Antibody_Memory_Level 0.34
Antibody_Stimulation_C50 30
Antigen_Switch_Rate 7.65E-10
Base_Air_Temperature 27
Base_Gametocyte_Fraction_Male 0.2
Base_Gametocyte_Mosquito_Survival_Rate 0.002011099
Base_Gametocyte_Production_Rate 0.06150582
Base_Land_Temperature 27
Base_Rainfall 10
Base_Relative_Humidity 0.75
Base_Sporozoite_Survival_Fraction 0.25
Birth_Rate_Dependence POPULATION_DEP_RATE
Birth_Rate_Time_Dependence NONE
Campaign_Filename campaign.json
Climate_Model CLIMATE_BY_DATA
Climate_Update_Resolution CLIMATE_UPDATE_DAY
Clinical_Fever_Threshold_High 1.5
Clinical_Fever_Threshold_Low 0.5
Config_Name
Custom_Coordinator_Events []
Custom_Individual_Events [‘Received_Treatment’, ‘Received_Severe_Treatment’]
Custom_Node_Events []
Custom_Reports_Filename custom_reports.json
Cytokine_Gametocyte_Inactivation 0.01667
Death_Rate_Dependence NONDISEASE_MORTALITY_BY_AGE_AND_GENDER
Demographics_Filenames [‘demographics.json’]
Egg_Hatch_Delay_Distribution NO_DELAY
Egg_Hatch_Density_Dependence NO_DENSITY_DEPENDENCE
Egg_Saturation_At_Oviposition SATURATION_AT_OVIPOSITION
Enable_Aging 1
Enable_Birth 1
Enable_Climate_Stochasticity 0
Enable_Default_Reporting 1
Enable_Demographics_Birth 0
Enable_Demographics_Builtin 0
Enable_Demographics_Reporting 0
Enable_Demographics_Risk 1
Enable_Disease_Mortality 0
Enable_Drought_Egg_Hatch_Delay 0
Enable_Egg_Mortality 0
Enable_Infectivity_Reservoir 0
Enable_Initial_Prevalence 1
Enable_Interventions 1
Enable_Maternal_Antibodies_Transmission 1
Enable_Maternal_Infection_Transmission 0
Enable_Maternal_Protection 0
Enable_Natural_Mortality 1
Enable_Property_Output 0
Enable_Skipping 0
Enable_Spatial_Output 0
Enable_Superinfection 1
Enable_Susceptibility_Scaling 0
Enable_Temperature_Dependent_Egg_Hatching 0
Enable_Termination_On_Zero_Total_Infectivity 0
Enable_Vector_Aging 0
Enable_Vector_Migration 1
Enable_Vector_Migration_Local 0
Enable_Vector_Migration_Regional 0
Enable_Vector_Mortality 1
Enable_Vector_Species_Report 0
Enable_Vital_Dynamics 1
Erythropoiesis_Anemia_Effect 3.5
Falciparum_MSP_Variants 32
Falciparum_Nonspecific_Types 76
Falciparum_PfEMP1_Variants 1070
Fever_IRBC_Kill_Rate 1.4
Fever_Mortality_Inverse_Width 1895.519716
Fever_Mortality_Threshold 3.400500856
Fever_Severe_Inverse_Width 27.56535804
Fever_Severe_Threshold 3.983542997
Gametocyte_Stage_Survival_Rate 0.588569307
Human_Feeding_Mortality 0.1
Incubation_Period_Constant 7
Incubation_Period_Distribution CONSTANT_DISTRIBUTION
Individual_Sampling_Type TRACK_ALL
Infection_Updates_Per_Timestep 8
Infectious_Period_Exponential 6
Infectious_Period_Gaussian_Mean 6
Infectious_Period_Gaussian_Std_Dev 1
Infectious_Period_Kappa 1
Infectious_Period_Lambda 1
Infectious_Period_Log_Normal_Mu 6
Infectious_Period_Log_Normal_Sigma 1
Infectious_Period_Max 1
Infectious_Period_Mean_1 1
Infectious_Period_Mean_2 1
Infectious_Period_Min 0
Infectious_Period_Peak_2_Value 1
Infectious_Period_Poisson_Mean 6
Infectious_Period_Proportion_0 1
Infectious_Period_Proportion_1 1
Infectivity_Scale_Type CONSTANT_INFECTIVITY
Innate_Immune_Variation_Type NONE
Insecticides []
Inset_Chart_Has_IP []
Inset_Chart_Has_Interventions []
Inset_Chart_Include_Pregnancies 0
Inset_Chart_Reporting_Include_30Day_Avg_Infection_Duration 1
Land_Temperature_Filename climate/seasonal_air_temperature_daily.bin
Land_Temperature_Offset 0
Larval_Density_Dependence UNIFORM_WHEN_OVERPOPULATION
Load_Balance_Filename
MSP1_Merozoite_Kill_Fraction 0.511735322
Malaria_Model MALARIA_MECHANISTIC_MODEL
Malaria_Strain_Model FALCIPARUM_RANDOM_STRAIN
Maternal_Antibodies_Type SIMPLE_WANING
Maternal_Antibody_Decay_Rate 0.01
Maternal_Antibody_Protection 0.1327
Max_Individual_Infections 3
Max_MSP1_Antibody_Growthrate 0.045
Mean_Egg_Hatch_Delay 0
Mean_Sporozoites_Per_Bite 11
Memory_Usage_Halting_Threshold_Working_Set_MB 8000
Memory_Usage_Warning_Threshold_Working_Set_MB 7000
Merozoites_Per_Hepatocyte 15000
Merozoites_Per_Schizont 16
Min_Adapted_Response 0.05
Min_Days_Between_Clinical_Incidents 14
Nonspecific_Antibody_Growth_Rate_Factor 0.5
Nonspecific_Antigenicity_Factor 0.415111634
Number_Basestrains 1
Number_Of_Asexual_Cycles_Without_Gametocytes 1
Parasite_Mortality_Inverse_Width 327.5159451
Parasite_Mortality_Threshold 851138.0382
Parasite_Severe_Inverse_Width 56.5754896
Parasite_Severe_Threshold 851031.2877
Parasite_Switch_Type RATE_PER_PARASITE_7VARS
PfHRP2_Boost_Rate 0.018
PfHRP2_Decay_Rate 0.167
Population_Density_Infectivity_Correction CONSTANT_INFECTIVITY
Population_Scale_Type FIXED_SCALING
Pyrogenic_Threshold 15000
RBC_Destruction_Multiplier 3.29
Rainfall_Filename climate/seasonal_rainfall_daily.bin
Rainfall_In_mm_To_Fill_Swamp 1000
Rainfall_Scale_Factor 1
Random_Number_Generator_Policy ONE_PER_CORE
Random_Number_Generator_Type USE_PSEUDO_DES
Relative_Humidity_Filename climate/seasonal_relative_humidity_daily.bin
Relative_Humidity_Scale_Factor 1
Report_Coordinator_Event_Recorder 0
Report_Detection_Threshold_Blood_Smear_Gametocytes 40
Report_Detection_Threshold_Blood_Smear_Parasites 40
Report_Detection_Threshold_Fever 1
Report_Detection_Threshold_PCR_Gametocytes 0.05
Report_Detection_Threshold_PCR_Parasites 0.05
Report_Detection_Threshold_PfHRP2 5
Report_Detection_Threshold_True_Parasite_Density 0
Report_Gametocyte_Smear_Sensitivity 0.1
Report_Node_Event_Recorder 0
Report_Parasite_Smear_Sensitivity 0.1
Report_Surveillance_Event_Recorder 0
Run_Number 2
Semipermanent_Habitat_Decay_Rate 0.01
Serialized_Population_Reading_Type NONE
Serialized_Population_Writing_Type NONE
Simulation_Duration 5475
Simulation_Timestep 1
Simulation_Type MALARIA_SIM
Start_Time 1
Temporary_Habitat_Decay_Factor 0.05
Vector_Larval_Rainfall_Mortality NONE
Vector_Migration_Food_Modifier 0
Vector_Migration_Habitat_Modifier 0
Vector_Migration_Modifier_Equation LINEAR
Vector_Migration_Stay_Put_Modifier 0
Vector_Sampling_Type VECTOR_COMPARTMENTS_NUMBER
Wolbachia_Infection_Modification 1
Wolbachia_Mortality_Modification 1
x_Base_Population 1
x_Birth 1
x_Other_Mortality 1
x_Temporary_Larval_Habitat 1.3484
x_Vector_Migration_Local 1

malariasimulation

malariasimulation offers a get_parameters function to view all parameters in the model. Default values were determined by using the median across 50 random sets of parameter draws.

Parameter Symbol Parameter Type Parameter Description Parameter Default Parameter Min Parameter Max
du fixed state transitions the delay for humans to move from state U to S 110 69.5898 146.062
ub immunity boost grace periods period in which pre-erythrocytic immunity cannot be boosted 7.2 1.06229 25.8764
uc immunity boost grace periods period in which clinical immunity cannot be boosted 6.06 1.48711 13.58
ud immunity boost grace periods period in which immunity to detectability cannot be boosted 9.44512 1.05122 26.5402
uv immunity boost grace periods period in which severe immunity cannot be boosted 11.4321 0.0409431 117.171
rm immunity decay rates decay rate for maternal immunity to clinical disease 67.6952 56.0482 93.1118
rvm immunity decay rates decay rate for maternal immunity to severe disease 76.8365 37.8859 139.677
ad immunity reducing probability of detection scale parameter relating age to immunity 7993.5 6554.22 10094.6
d1 immunity reducing probability of detection minimum probability due to immunity 0.160527 0.0540254 0.314522
fd0 immunity reducing probability of detection time-scale at which immunity changes with age 0.007055 0.00000471 0.042121
gammad immunity reducing probability of detection shape parameter relating age to immunity 4.8183 3.11894 8.16328
id0 immunity reducing probability of detection scale parameter 1.577533 0.0567825 15.44549
kd immunity reducing probability of detection shape parameter 0.476614 0.190643 1.26744
cd infectivity towards mosquitoes infectivity of clinically diseased humans towards mosquitoes 0.068 0.0262169 0.193139
cu infectivity towards mosquitoes infectivity of sub-patent infection 0.0062 0.0000708 0.029169
gamma1 infectivity towards mosquitoes parameter for infectivity of asymptomatic humans 1.82425 0.123118 16.5369
pcm mortality parameters new-born clinical immunity relative to mother’s 0.774368 0.420769 0.998944
pvm mortality parameters new-born severe immunity relative to mother’s 0.195768 0.0925639 0.855581
ic0 probability of clinical infection scale parameter 18.02366 10.63586 36.79639
kc probability of clinical infection shape parameter 2.36949 1.76969 3.21076
phi0 probability of clinical infection maximum probability due to no immunity 0.792 0.352825 0.986045
phi1 probability of clinical infection maximum reduction due to immunity 0.00074 0.00000228 0.003369
b0 probability of pre-erythrocytic infection maximum probability due to no immunity 0.59 0.349146 0.989847
ib0 probability of pre-erythrocytic infection scale parameter 43.9 13.25245 148.795
kb probability of pre-erythrocytic infection shape parameter 2.16 0.908016 3.44781
av probability of severe infection age dependent modifier 2493.41 924.234 5067.72
fv0 probability of severe infection age dependent modifier 0.141195 0.0043904 0.994957
gammav probability of severe infection age dependent modifier 2.91282 0.272665 5.95187
iv0 probability of severe infection scale parameter 1.09629 0.3073822 3.734202
kv probability of severe infection shape parameter 2.00048 1.27469 3.17738
theta0 probability of severe infection maximum probability due to no immunity 0.074989 0.0085529 0.204342
theta1 probability of severe infection maximum reduction due to immunity 0.000119 0.0000077 0.000846

OpenMalaria

Table layout adapted from supplementary file from Reiker et al 2021

Parameter Meaning Unit/ dimension Estimate
‘-ln(1-Sinf)’ Lower limit of success probability of inoculations Proportion 0.050736
Estar Inoculations/personnight 0.03247
Simm Lower limit of success probability of inoculations in immune individuals Proportion 0.092699
Xstar_p Critical value of cumulative number of entomologic inoculations Inoculations 4158.408
gamma_p Steepness of relationship between success of inoculation Dimensionless constant 0.607779
sigma2i Variation between hosts on parasite densities (variance of log-normal distribution) 8.731388
CumulativeYstar Critical value of cumulative number of parasite days 3.42E+09
CumulativeHstar Critical value of cumulative number of infections Infections 79.63425
‘-ln(1-alpha_m)’ Maternal protection at birth Dimensionless 5.459868
decay_m Decay of maternal protection Per year 5.273989
sigma2_0 Fixed variance component for densities 0.963133
Xstar_v Critical value of cumulative number of infections for variance in parasite densities Infections 0.889578
Ystar2 Parasites/microliter 26.2003
alpha Factor determining increase in 147000.4
Density bias (non Garki) Density bias (non Garki) Dimensionless 0.177379
sigma2 Mass action parameter Dimensionless 0.05
log oddsr CF community Case fatality for severe episodes in the community compared to hospital Log odds 1.86078
Indirect risk cofactor Co-morbidity intercept relevant to indirect mortality Proportion 0.004234
Non-malaria infant mortality Non-malaria intercept for infant mortality Deaths / 1000 live births 61.75034
Density bias (Garki) Density bias (Garki) Dimensionless 4.796108
Severe Malaria Threshhold Parasitaemia threshold for severe episodes type Y/ 14753690
Immunity Penalty Immune penalty 1
Immune effector decay Immune effector decay 0
comorbidity intercept Prevalence of comorbidity/susceptibility at birth relevant to severe episodes proportion 0.006827
Ystar half life Years 1.383771
Ystar1 1177.043
Asexual immunity decay 0
Ystar0 68.86192
Idete multiplier Dimensionless 2.797524
critical age for comorbidity Years 0.152848