3 É4à[(ã@s*dZddlZddlmZGdd„dƒZdS)u` This class calculates the diabetes mellitus risk based on the artcile: Wilson PWF, Meigs JB, Sullivan L, Fox CS, Nathan DM, D’Agostino RB. Prediction of Incident Diabetes Mellitus in Middle-aged Adults. The Framingham Offspring Study. Arch Intern Med. 2007;167(10):1068–1074. doi:10.1001/archinte.167.10.1068 @author: Vertigo BioSystems éN)Úexpc@s,eZdZdd„Zdd„Zdd„Zdd„Zd S) ÚDiabetesMellitusRiskcCst|jj|_|jj|_|jj|_|jj|_|jj|_|jj|_|jj |_ |jj |_ |jj |_ |j j |_|jjƒ|_dS)N)Ú analyticsÚfasting_glucose_levelÚcholesterol_hdl_CÚ triglyceridesÚtriglyceride_levelÚsbpÚ sbp_treatedÚ anthropometryÚheightÚweightÚageÚsexÚhereditary_pathologiesÚparental_diabetesÚdiabetesÚbmi)ÚselfÚ health_info©rúY/var/www/vitahealth/hygea.vitahealth/riskmap/src/vbs_riskmap/risk/DiabetesMellitusRisk.pyÚ__init__s          zDiabetesMellitusRisk.__init__cCs^|jdk ob|jdk ob|jdk ob|jdk ob|jdk ob|jdk ob|jdk ob|jdk ob|jdkob|jdkrDd}|jdkr†|jdkr†|d}|jdkr¤|jd kr¤|d }n|jd kr¶|d }|jd krÔ|jdkrð|d }n|jdkrð|jdkrð|d }|jdkr|d}|jdkr|d}|jdks0|jdkr8|d }|j |ƒ}nd}t j dt |ƒƒ|S)aá This function runs a basic test for diabetes-2 risks. The age must be between 45 and 60 years old. TBased on the original test made in the paper in the documentation. More information in the documentation. It computes some factors and add them to a final score, based on the papers. Parameters ---------- self: Returns ------- punctuation: float final punctuation Né-é<rédéé ééég>@éÚMé(ÚFé2Téé–é‚éz.DiabetesMellitusRisk: risk_diabetes_mellitus: ) rrrrrrr r rÚ(punctuation_conversion_diabetes_mellitusÚloggingÚinfoÚstr)rÚ punctuationÚriskrrrÚrisk_diabetes_mellitus&s>               z+DiabetesMellitusRisk.risk_diabetes_mellituscCsÒ|dk rÊ|dkrdS|dkr dS|dkr,dS|dkr8dS|d krDd S|d krPd S|d kr\dS|dkrhdS|dkrtdS|dkr€d S|dkrŒdS|dkr˜dS|dkr¤dS|dkr°dS|dkr¼dS|dkrÎdSndSdS)a± This function runs a punctuation conversion for the score get in diabetes mellitus risk test. The age must be between 45 and 60 years old. TBased on the original test made in the diabetes mellitus paper. More information in the documentation. Parameters ---------- punctuation: float Returns ------- risk: float final risk Nrr&é éé é r!éééééé ééééééréééé!é#r)rr.rrrr*\sDz=DiabetesMellitusRisk.punctuation_conversion_diabetes_mellituscCsð|jdk ol|jdk ol|jdk ol|jdk ol|jdk ol|jdk ol|jdk ol|jdk ol|jdk ol|jdkol|jdkrÖd}|jdkr’|jdkr’|d}n&|jdkr¦|d}n|jdkr¸|d }|jd krÊ|d }|jd krÜ|d }|jdkrú|jdkrú|d}n*|jdkr|d}n|jdkr$|d }|jdkr8|d}|jdksP|jd krX|d}|jdkrx|jdkrx|d}|jd krš|jdkrº|d}n |jdkrº|jdkrº|d}ddt | ƒ}|d}nd}t j dt |ƒƒ|S) aW This function runs a basic test for diabtes risks usign logistic regression. TBased on the original test made in the diabetes article. More information in the documentation. Parameters ---------- self: Returns ------- risk: float final risk NrrgÅ °rh@r%éAg;ßO—n’?g#Ûù~j¼´?rr"g{®Gáz„?Tg®Gázâ?rrgÝ$•CÓ?g>@gq= ×£pí?r'gffffffâ?r(g¬Zd;ßß?rrg®Gáz®ÿ?r#gh‘í|?5î?r$r)z9DiabetesMellitusRisk: risk_diabetes_mellitus_regression: gÅ °rhÀ) rrrrr r rrrrr+Údebugr-)rZ z_coefficientr/rrrÚ!risk_diabetes_mellitus_regression“sV                       z6DiabetesMellitusRisk.risk_diabetes_mellitus_regressionN)Ú__name__Ú __module__Ú __qualname__rr0r*rHrrrrrs67r)Ú__doc__r+ÚmathrrrrrrÚ s