Source code for emodpy_hiv.demographics.DemographicsTemplates
from copy import deepcopy
from typing import Dict
# TODO: consider removing the current 'default' entry and using PFA-Southern-Africa as the actual default, as
# the current 'default' is not properly functional (in a full sense) anyway. (e.g. missing risk based assortivity)
# https://github.com/InstituteforDiseaseModeling/emodpy-hiv/issues/214
societies = dict()
societies["default"] = {
"Society": {
"Concurrency_Configuration":
{
"Probability_Person_Is_Behavioral_Super_Spreader": 0,
"Individual_Property_Name": "NONE",
"NONE":
{
"Extra_Relational_Flag_Type": "Independent"
}
},
"TRANSITORY":
{
"Concurrency_Parameters":
{
"NONE":
{
"Max_Simultaneous_Relationships_Female": 1,
"Max_Simultaneous_Relationships_Male": 1,
"Prob_Extra_Relationship_Female": 0,
"Prob_Extra_Relationship_Male": 0
}
},
"Relationship_Parameters":
{
"Coital_Act_Rate": 0.33,
"Condom_Usage_Probability":
{
"Min": 0.10,
"Max": 0.90,
"Mid": 2000,
"Rate": 1
},
"Duration_Weibull_Heterogeneity": 0.833333333,
"Duration_Weibull_Scale": 0.956774771214,
"Migration_Actions": ["TERMINATE"],
"Migration_Actions_Distribution": [1.0]
},
"Pair_Formation_Parameters":
{
"Formation_Rate_Type": "CONSTANT",
"Formation_Rate_Constant": 0.0014424307254,
"Update_Period": 0.0,
"Extra_Relational_Rate_Ratio_Male": 1,
"Extra_Relational_Rate_Ratio_Female": 1,
"Number_Age_Bins_Male": 20,
"Number_Age_Bins_Female": 20,
"Age_of_First_Bin_Edge_Male": 17.5,
"Age_of_First_Bin_Edge_Female": 17.5,
"Years_Between_Bin_Edges_Male": 2.5,
"Years_Between_Bin_Edges_Female": 2.5,
"Joint_Probabilities":
[
[0.045567, 0.035956, 0.019793, 0.007568, 0.002328, 0.000551, 0.000059, 0.000018, 0.000004, 0.000001, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.044738, 0.036352, 0.021958, 0.010123, 0.003782, 0.001001, 0.000184, 0.000073, 0.000022, 0.000004, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.041749, 0.037081, 0.028094, 0.017609, 0.008170, 0.002469, 0.000642, 0.000267, 0.000090, 0.000021, 0.000002, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.034883, 0.034782, 0.032721, 0.025031, 0.013417, 0.004969, 0.001732, 0.000707, 0.000251, 0.000079, 0.000018, 0.000004, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.022317, 0.025265, 0.028532, 0.025516, 0.016489, 0.008321, 0.003780, 0.001533, 0.000572, 0.000213, 0.000062, 0.000012, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.009200, 0.013361, 0.019412, 0.020918, 0.016811, 0.011010, 0.005957, 0.002611, 0.001029, 0.000369, 0.000102, 0.000020, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.002873, 0.006137, 0.011340, 0.014349, 0.013829, 0.010947, 0.007060, 0.003720, 0.001602, 0.000506, 0.000122, 0.000031, 0.000004, 0.000001, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.001060, 0.002528, 0.005183, 0.007796, 0.009413, 0.009220, 0.007328, 0.004767, 0.002392, 0.000882, 0.000305, 0.000121, 0.000038, 0.000008, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.000282, 0.000827, 0.002074, 0.004090, 0.006305, 0.007459, 0.007090, 0.005534, 0.003443, 0.001782, 0.000873, 0.000393, 0.000140, 0.000032, 0.000002, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.000148, 0.000373, 0.001016, 0.002362, 0.004162, 0.005612, 0.006176, 0.005583, 0.004120, 0.002630, 0.001522, 0.000769, 0.000319, 0.000097, 0.000021, 0.000004, 0.000000, 0.000000, 0.000000, 0.000000],
[0.000077, 0.000166, 0.000484, 0.001276, 0.002467, 0.003661, 0.004442, 0.004384, 0.003574, 0.002614, 0.001800, 0.001118, 0.000585, 0.000245, 0.000083, 0.000020, 0.000002, 0.000000, 0.000000, 0.000000],
[0.000096, 0.000144, 0.000302, 0.000669, 0.001252, 0.001963, 0.002577, 0.002736, 0.002445, 0.002074, 0.001750, 0.001355, 0.000895, 0.000496, 0.000222, 0.000071, 0.000017, 0.000003, 0.000000, 0.000000],
[0.000219, 0.000202, 0.000201, 0.000291, 0.000540, 0.001013, 0.001555, 0.001784, 0.001668, 0.001522, 0.001453, 0.001358, 0.001170, 0.000855, 0.000475, 0.000195, 0.000063, 0.000013, 0.000000, 0.000000],
[0.000320, 0.000250, 0.000144, 0.000097, 0.000205, 0.000567, 0.001037, 0.001230, 0.001110, 0.000997, 0.001033, 0.001178, 0.001296, 0.001150, 0.000755, 0.000381, 0.000150, 0.000037, 0.000004, 0.000001],
[0.000227, 0.000170, 0.000077, 0.000015, 0.000051, 0.000253, 0.000535, 0.000648, 0.000582, 0.000560, 0.000678, 0.000905, 0.001125, 0.001143, 0.000924, 0.000598, 0.000283, 0.000086, 0.000021, 0.000010],
[0.000062, 0.000046, 0.000021, 0.000004, 0.000014, 0.000069, 0.000146, 0.000177, 0.000176, 0.000240, 0.000395, 0.000600, 0.000804, 0.000943, 0.000951, 0.000756, 0.000428, 0.000183, 0.000088, 0.000063],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000015, 0.000076, 0.000194, 0.000361, 0.000551, 0.000720, 0.000808, 0.000735, 0.000536, 0.000355, 0.000253, 0.000212],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000004, 0.000021, 0.000070, 0.000186, 0.000351, 0.000496, 0.000586, 0.000621, 0.000607, 0.000555, 0.000489, 0.000451],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000015, 0.000077, 0.000184, 0.000305, 0.000424, 0.000543, 0.000649, 0.000717, 0.000746, 0.000754],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000005, 0.000024, 0.000074, 0.000178, 0.000331, 0.000500, 0.000666, 0.000820, 0.000946, 0.001010]
],
"Assortivity":
{
"Group": "NO_GROUP"
}
}
},
"INFORMAL":
{
"Concurrency_Parameters":
{
"NONE":
{
"Max_Simultaneous_Relationships_Female": 1,
"Max_Simultaneous_Relationships_Male": 1,
"Prob_Extra_Relationship_Female": 0,
"Prob_Extra_Relationship_Male": 0
}
},
"Relationship_Parameters":
{
"Coital_Act_Rate": 0.33,
"Condom_Usage_Probability":
{
"Min": 0.10,
"Max": 0.90,
"Mid": 2000,
"Rate": 1
},
"Duration_Weibull_Heterogeneity": 0.5,
"Duration_Weibull_Scale": 2.03104913138,
"Migration_Actions": ["TERMINATE"],
"Migration_Actions_Distribution": [1.0]
},
"Pair_Formation_Parameters":
{
"Formation_Rate_Type": "CONSTANT",
"Formation_Rate_Constant": 0.00146753349399999,
"Update_Period": 0.0,
"Extra_Relational_Rate_Ratio_Male": 1,
"Extra_Relational_Rate_Ratio_Female": 1,
"Number_Age_Bins_Male": 20,
"Number_Age_Bins_Female": 20,
"Age_of_First_Bin_Edge_Male": 17.5,
"Age_of_First_Bin_Edge_Female": 17.5,
"Years_Between_Bin_Edges_Male": 2.5,
"Years_Between_Bin_Edges_Female": 2.5,
"Joint_Probabilities":
[
[0.021820, 0.016798, 0.008474, 0.002572, 0.000566, 0.000133, 0.000012, 0.000002, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.022878, 0.018808, 0.011747, 0.005706, 0.002183, 0.000534, 0.000061, 0.000012, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.025094, 0.023590, 0.019998, 0.013835, 0.006582, 0.001817, 0.000321, 0.000075, 0.000008, 0.000003, 0.000001, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.024383, 0.026075, 0.027147, 0.022210, 0.012255, 0.004504, 0.001348, 0.000349, 0.000061, 0.000025, 0.000008, 0.000002, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.017162, 0.021429, 0.026924, 0.025626, 0.017250, 0.008852, 0.003661, 0.001076, 0.000252, 0.000092, 0.000027, 0.000006, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.008432, 0.013738, 0.021613, 0.024180, 0.019887, 0.013033, 0.006651, 0.002503, 0.000812, 0.000255, 0.000063, 0.000019, 0.000004, 0.000001, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.003736, 0.007791, 0.014370, 0.018571, 0.018491, 0.014865, 0.009391, 0.004734, 0.001979, 0.000629, 0.000170, 0.000062, 0.000019, 0.000006, 0.000002, 0.000001, 0.000001, 0.000000, 0.000000, 0.000000],
[0.001699, 0.003707, 0.007467, 0.011553, 0.014397, 0.014112, 0.010869, 0.006905, 0.003605, 0.001505, 0.000575, 0.000218, 0.000079, 0.000034, 0.000017, 0.000010, 0.000004, 0.000001, 0.000000, 0.000000],
[0.000649, 0.001503, 0.003405, 0.006352, 0.009457, 0.010871, 0.010096, 0.007985, 0.005372, 0.003070, 0.001478, 0.000581, 0.000222, 0.000103, 0.000053, 0.000030, 0.000012, 0.000002, 0.000000, 0.000000],
[0.000253, 0.000604, 0.001471, 0.003029, 0.005049, 0.006871, 0.007949, 0.007848, 0.006588, 0.004633, 0.002576, 0.001130, 0.000463, 0.000197, 0.000093, 0.000050, 0.000020, 0.000004, 0.000000, 0.000000],
[0.000096, 0.000274, 0.000712, 0.001492, 0.002634, 0.004087, 0.005552, 0.006489, 0.006506, 0.005362, 0.003450, 0.001796, 0.000819, 0.000328, 0.000137, 0.000067, 0.000025, 0.000006, 0.000001, 0.000000],
[0.000066, 0.000224, 0.000546, 0.000969, 0.001526, 0.002331, 0.003383, 0.004556, 0.005399, 0.005125, 0.003806, 0.002370, 0.001298, 0.000621, 0.000278, 0.000118, 0.000045, 0.000015, 0.000004, 0.000001],
[0.000034, 0.000126, 0.000314, 0.000562, 0.000882, 0.001325, 0.001955, 0.002844, 0.003711, 0.003916, 0.003386, 0.002613, 0.001862, 0.001172, 0.000606, 0.000252, 0.000098, 0.000039, 0.000012, 0.000003],
[0.000009, 0.000033, 0.000107, 0.000275, 0.000523, 0.000781, 0.001072, 0.001508, 0.002033, 0.002423, 0.002583, 0.002548, 0.002296, 0.001748, 0.001030, 0.000478, 0.000199, 0.000073, 0.000021, 0.000006],
[0.000000, 0.000000, 0.000021, 0.000106, 0.000244, 0.000370, 0.000495, 0.000703, 0.001023, 0.001429, 0.001860, 0.002219, 0.002354, 0.002059, 0.001414, 0.000786, 0.000357, 0.000120, 0.000030, 0.000008],
[0.000000, 0.000000, 0.000006, 0.000028, 0.000066, 0.000112, 0.000179, 0.000309, 0.000527, 0.000843, 0.001243, 0.001692, 0.002040, 0.002018, 0.001612, 0.001064, 0.000557, 0.000218, 0.000067, 0.000018],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000003, 0.000013, 0.000053, 0.000161, 0.000337, 0.000537, 0.000769, 0.001088, 0.001424, 0.001582, 0.001485, 0.001178, 0.000762, 0.000404, 0.000178, 0.000078],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000001, 0.000003, 0.000034, 0.000143, 0.000303, 0.000410, 0.000468, 0.000594, 0.000806, 0.001025, 0.001160, 0.001107, 0.000884, 0.000635, 0.000444, 0.000350],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000024, 0.000119, 0.000259, 0.000338, 0.000354, 0.000400, 0.000512, 0.000665, 0.000808, 0.000863, 0.000843, 0.000852, 0.000910, 0.000951],
[0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000020, 0.000101, 0.000223, 0.000309, 0.000345, 0.000378, 0.000427, 0.000485, 0.000549, 0.000625, 0.000753, 0.001001, 0.001315, 0.001501]
],
"Assortivity":
{
"Group": "NO_GROUP"
}
}
},
"MARITAL":
{
"Concurrency_Parameters":
{
"NONE":
{
"Max_Simultaneous_Relationships_Female": 1,
"Max_Simultaneous_Relationships_Male": 1,
"Prob_Extra_Relationship_Female": 0,
"Prob_Extra_Relationship_Male": 0
}
},
"Relationship_Parameters":
{
"Coital_Act_Rate": 0.33,
"Condom_Usage_Probability":
{
"Min": 0.10,
"Max": 0.90,
"Mid": 2001,
"Rate": 1
},
"Duration_Weibull_Heterogeneity": 0.666666667,
"Duration_Weibull_Scale": 22.154455184937,
"Migration_Actions": ["TERMINATE"],
"Migration_Actions_Distribution": [1.0]
},
"Pair_Formation_Parameters":
{
"Formation_Rate_Type": "CONSTANT",
"Formation_Rate_Constant": 0.0000914427211999999,
"Update_Period": 0.0,
"Extra_Relational_Rate_Ratio_Male": 1,
"Extra_Relational_Rate_Ratio_Female": 1,
"Number_Age_Bins_Male": 20,
"Number_Age_Bins_Female": 20,
"Age_of_First_Bin_Edge_Male": 17.5,
"Age_of_First_Bin_Edge_Female": 17.5,
"Years_Between_Bin_Edges_Male": 2.5,
"Years_Between_Bin_Edges_Female": 2.5,
"Joint_Probabilities":
[
[0.001014, 0.000773, 0.000377, 0.000102, 0.000016, 0.000003, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.001467, 0.001149, 0.000618, 0.000222, 0.000062, 0.000012, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.002110, 0.001740, 0.001116, 0.000633, 0.000393, 0.000235, 0.000098, 0.000020, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.002212, 0.002054, 0.001796, 0.001620, 0.001472, 0.001076, 0.000489, 0.000098, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000, 0.000000],
[0.001684, 0.001953, 0.002461, 0.003028, 0.003301, 0.002735, 0.001514, 0.000551, 0.000155, 0.000031, 0.000001, 0.000005, 0.000009, 0.000009, 0.000005, 0.000001, 0.000000, 0.000000, 0.000000, 0.000000],
[0.001040, 0.001617, 0.002774, 0.004255, 0.005423, 0.005206, 0.003661, 0.001972, 0.000775, 0.000155, 0.000005, 0.000024, 0.000047, 0.000047, 0.000024, 0.000005, 0.000000, 0.000000, 0.000000, 0.000000],
[0.000569, 0.001200, 0.002613, 0.004826, 0.007094, 0.007849, 0.006726, 0.004557, 0.002234, 0.000711, 0.000183, 0.000092, 0.000101, 0.000097, 0.000050, 0.000013, 0.000002, 0.000000, 0.000000, 0.000000],
[0.000339, 0.000830, 0.002079, 0.004396, 0.007285, 0.009393, 0.009818, 0.008106, 0.004974, 0.002315, 0.000877, 0.000269, 0.000126, 0.000108, 0.000063, 0.000025, 0.000008, 0.000002, 0.000000, 0.000000],
[0.000293, 0.000570, 0.001407, 0.003244, 0.006069, 0.009393, 0.011954, 0.011712, 0.008762, 0.005333, 0.002674, 0.001056, 0.000371, 0.000138, 0.000062, 0.000038, 0.000016, 0.000003, 0.000000, 0.000000],
[0.000253, 0.000419, 0.000970, 0.002268, 0.004615, 0.008232, 0.012061, 0.013764, 0.012690, 0.009880, 0.006410, 0.003391, 0.001375, 0.000352, 0.000070, 0.000039, 0.000016, 0.000003, 0.000000, 0.000000],
[0.000159, 0.000333, 0.000802, 0.001727, 0.003427, 0.006363, 0.010138, 0.013505, 0.015301, 0.014457, 0.011223, 0.007178, 0.003560, 0.001263, 0.000358, 0.000087, 0.000009, 0.000002, 0.000000, 0.000000],
[0.000075, 0.000230, 0.000598, 0.001230, 0.002345, 0.004316, 0.007261, 0.011034, 0.014582, 0.015942, 0.014559, 0.011288, 0.007231, 0.003733, 0.001443, 0.000304, 0.000009, 0.000002, 0.000000, 0.000000],
[0.000027, 0.000102, 0.000300, 0.000684, 0.001367, 0.002505, 0.004362, 0.007309, 0.010903, 0.013882, 0.015276, 0.014404, 0.011428, 0.007354, 0.003388, 0.000935, 0.000171, 0.000046, 0.000007, 0.000002],
[0.000005, 0.000020, 0.000090, 0.000286, 0.000658, 0.001226, 0.002235, 0.004148, 0.007018, 0.010488, 0.013644, 0.015020, 0.013925, 0.010445, 0.005801, 0.002345, 0.000792, 0.000218, 0.000037, 0.000010],
[0.000000, 0.000000, 0.000020, 0.000102, 0.000273, 0.000549, 0.001102, 0.002260, 0.004239, 0.007138, 0.010432, 0.012966, 0.013724, 0.011826, 0.007974, 0.004455, 0.002233, 0.000958, 0.000324, 0.000092],
[0.000000, 0.000000, 0.000013, 0.000063, 0.000163, 0.000314, 0.000611, 0.001249, 0.002433, 0.004383, 0.006909, 0.009408, 0.011056, 0.010813, 0.008887, 0.006737, 0.004916, 0.003067, 0.001322, 0.000382],
[0.000000, 0.000000, 0.000018, 0.000088, 0.000203, 0.000312, 0.000455, 0.000764, 0.001380, 0.002449, 0.003925, 0.005568, 0.007040, 0.007909, 0.008149, 0.008144, 0.007639, 0.005738, 0.002924, 0.001208],
[0.000000, 0.000000, 0.000018, 0.000088, 0.000198, 0.000288, 0.000365, 0.000502, 0.000770, 0.001238, 0.001911, 0.002730, 0.003684, 0.004800, 0.006002, 0.007105, 0.007580, 0.006558, 0.004455, 0.003100],
[0.000000, 0.000000, 0.000009, 0.000044, 0.000105, 0.000175, 0.000244, 0.000316, 0.000417, 0.000601, 0.000889, 0.001276, 0.001787, 0.002479, 0.003318, 0.004175, 0.004909, 0.005365, 0.005540, 0.005586],
[0.000000, 0.000000, 0.000002, 0.000012, 0.000038, 0.000096, 0.000173, 0.000228, 0.000270, 0.000355, 0.000509, 0.000729, 0.001011, 0.001347, 0.001743, 0.002217, 0.002961, 0.004339, 0.006055, 0.007062]
],
"Assortivity":
{
"Group": "NO_GROUP"
}
}
},
"COMMERCIAL":
{
"Concurrency_Parameters":
{
"NONE":
{
"Max_Simultaneous_Relationships_Female": 0,
"Max_Simultaneous_Relationships_Male": 0,
"Prob_Extra_Relationship_Female": 0,
"Prob_Extra_Relationship_Male": 0
}
},
"Relationship_Parameters":
{
"Coital_Act_Rate": 0.33,
"Condom_Usage_Probability":
{
"Min": 0.10,
"Max": 0.90,
"Mid": 2000,
"Rate": 1
},
"Duration_Weibull_Heterogeneity": 0.833333333,
"Duration_Weibull_Scale": 0.956774771214,
"Migration_Actions": ["TERMINATE"],
"Migration_Actions_Distribution": [1.0]
},
"Pair_Formation_Parameters":
{
"Formation_Rate_Type": "CONSTANT",
"Formation_Rate_Constant": 0.0,
"Update_Period": 7.0,
"Extra_Relational_Rate_Ratio_Male": 1,
"Extra_Relational_Rate_Ratio_Female": 1,
"Number_Age_Bins_Male": 2,
"Number_Age_Bins_Female": 2,
"Age_of_First_Bin_Edge_Male": 50,
"Age_of_First_Bin_Edge_Female": 50,
"Years_Between_Bin_Edges_Male": 35,
"Years_Between_Bin_Edges_Female": 35,
"Joint_Probabilities":
[
[0, 1],
[1, 0]
],
"Assortivity":
{
"Group": "NO_GROUP"
}
}
}
}
}
societies["PFA-Southern-Africa"] = {
"Society": {
"Concurrency_Configuration": {
"Probability_Person_Is_Behavioral_Super_Spreader": 0,
"Individual_Property_Name": "Risk",
"HIGH": {
"Extra_Relational_Flag_Type": "Correlated",
"Correlated_Relationship_Type_Order": [
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"Weighting_Matrix_RowMale_ColumnFemale": [
[0.6097767084, 0.3902232916, 0],
[0.3902232916, 0.6097767084, 0.6097767084],
[0, 0.6097767084, 0.3902232916]
]
}
}
},
"TRANSITORY": {
"Relationship_Parameters": {
"Coital_Act_Rate": 0.33,
"Condom_Usage_Probability": {
"Max": 0.6093379311,
"Mid": 2006.3329995924,
"Min": 0.0,
"Rate": 3.0
},
"Duration_Weibull_Heterogeneity": 0.833333333,
"Duration_Weibull_Scale": 0.956774771214,
"Migration_Actions": [
"TERMINATE"
],
"Migration_Actions_Distribution": [
1.0
]
},
"Concurrency_Parameters": {
"HIGH": {
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"Max_Simultaneous_Relationships_Male": 1,
"Prob_Extra_Relationship_Female": 1,
"Prob_Extra_Relationship_Male": 1
},
"LOW": {
"Max_Simultaneous_Relationships_Female": 1.5009139604907449,
"Max_Simultaneous_Relationships_Male": 1.5009139604907449,
"Prob_Extra_Relationship_Female": 0.1370149244245198,
"Prob_Extra_Relationship_Male": 0.25977692232616656
},
"MEDIUM": {
"Max_Simultaneous_Relationships_Female": 2.738368682943356,
"Max_Simultaneous_Relationships_Male": 2.738368682943356,
"Prob_Extra_Relationship_Female": 0.5837316234889807,
"Prob_Extra_Relationship_Male": 0.5876342060719743
}
},
"Pair_Formation_Parameters": {
"Age_of_First_Bin_Edge_Female": 17.5,
"Age_of_First_Bin_Edge_Male": 17.5,
"Number_Age_Bins_Female": 20,
"Number_Age_Bins_Male": 20,
"Update_Period": 7,
"Years_Between_Bin_Edges_Female": 2.5,
"Years_Between_Bin_Edges_Male": 2.5,
"Extra_Relational_Rate_Ratio_Female": 10,
"Extra_Relational_Rate_Ratio_Male": 10,
"Formation_Rate_Constant": 0.0010478386,
"Formation_Rate_Type": "CONSTANT",
"Joint_Probabilities": [
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],
"Assortivity": {
"Axes": [
"LOW",
"MEDIUM",
"HIGH"
],
"Group": "INDIVIDUAL_PROPERTY",
"Property_Name": "Risk",
"Weighting_Matrix_RowMale_ColumnFemale": [
[0.6097767084, 0.3902232916, 0],
[0.3902232916, 0.6097767084, 0.6097767084],
[0, 0.6097767084, 0.3902232916]
]
}
}
}
}
}
[docs]def get_society_dict(society_name: str) -> Dict:
if society_name in societies:
society = deepcopy(societies[society_name]['Society'])
else:
raise ValueError(f"Unknown society template: {society_name}")
return society