def sigmoid(x):
    return 1/(1 + math.exp(-x))

def calculate_prediction(age, sex, weight_1, weight_2, bias):

    # Multiply the inputs by their weights, sum the results up
    layer_2_node = age * weight_1 + sex * weight_2 + 1 * bias

    prediction = sigmoid(layer_2_node)
    return prediction