From 0ef4856e745af78a85ff4ee85efa88b30824ce0d Mon Sep 17 00:00:00 2001 From: Matthijs Berends Date: Fri, 10 Sep 2021 22:22:38 +0200 Subject: [PATCH] Preamble --- 01-introduction.Rmd | 4 +- 0a. Title page.pdf | Bin 41599 -> 0 bytes .../figure-latex/nice-fig-1.pdf | Bin 0 -> 5848 bytes docs/404.html | 9 +- ...instrument_for_microbial_epidemiology.epub | Bin 0 -> 15830 bytes ..._instrument_for_microbial_epidemiology.pdf | Bin 0 -> 47929 bytes ..._instrument_for_microbial_epidemiology.tex | 242 +++++++++++ docs/colophon.html | 237 +++++++++++ docs/index.html | 26 +- docs/introduction.html | 400 ++++++++++++++++++ docs/reference-keys.txt | 2 +- docs/search_index.json | 2 +- index.Rmd | 24 +- 13 files changed, 926 insertions(+), 20 deletions(-) delete mode 100644 0a. Title page.pdf create mode 100644 _bookdown_files/a_new_instrument_for_microbial_epidemiology_files/figure-latex/nice-fig-1.pdf create mode 100644 docs/a_new_instrument_for_microbial_epidemiology.epub create mode 100644 docs/a_new_instrument_for_microbial_epidemiology.pdf create mode 100644 docs/a_new_instrument_for_microbial_epidemiology.tex create mode 100644 docs/colophon.html create mode 100644 docs/introduction.html diff --git a/01-introduction.Rmd b/01-introduction.Rmd index 330dc5b..03d6b48 100644 --- a/01-introduction.Rmd +++ b/01-introduction.Rmd @@ -1,6 +1,6 @@ -# Introduction {#intro} +# Introduction {#introduction} -You can label chapter and section titles using `{#label}` after them, e.g., we can reference Chapter \@ref(intro). If you do not manually label them, there will be automatic labels anyway, e.g., Chapter \@ref(methods). +You can label chapter and section titles using `{#label}` after them, e.g., we can reference Chapter \@ref(introduction). Figures and tables with captions will be placed in `figure` and `table` environments, respectively. diff --git a/0a. Title page.pdf b/0a. Title page.pdf deleted file mode 100644 index 1454e39954e5c981dd31ff102290e03534dbee2b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 41599 zcmdRWWmH^Swl(e=EO_DW?!nz9xVr~;g1b8j5Hz?G+}+)R1$TG0o5{@@lE)U?gN@U}I>cck^sHc9fQMD3ZLrypnvctp zmvj8yBDA_X;M9mA&x=;%xI40mDyj51E@n3Qj>3JT*uZ@w5!ad*q>gS{%9hidlXruo8A}EP!}Y zNbUGUpF0V$*;qQUBvOX6im&j^^ zIu-^5h%tJW7g=^y%@6B-CpT9kRd69YSe{TNO-d>@iJu+CASm&@ws^Tar+Q+pE(OOf z$&H1REM2Oyx(n=PdXgzczkZj3K9R#fuZ&oRkEyg+yNr7OL-CxruN$yrHI+KpD490o z0Mw^^3VM0mZiE6{Xm!f zt9J;?Le@&ry_Cu5X24}rIXw=KtWEA=HXp;~mPV_7u{>dlUDMhMah_T74TVpH-%i&J zh+XK25sJ88IdNfQNLMw3QBXq~#VN1cv1GYw7Ae)tAw@bC*JO6SX(*4|S4iS|Ih;Z` z8;eHU91qH&H&Zn&@`)t%hvAhTiuB{CwAwh zJV&#a{bT3oe41!%5wXK{grzS!XT9Hhug#J24@K`%xvkpB!Dr=&O!afyWaLJ09lhZ2pPO?PqMKTC18UR-u$T_IUgyUUY{v^FM?Oru?I%D0& zAMO!%Ft(IaCGpemxQ3J+d`k|6`2?Ok^{bfqRsA%f)mc5{5etc&Nt=TS3N&&{5Rjsl z_AdxTvQvjA>yZrDnFu8p;?L~shldXHPO%@3He|7_MEq=UZ0^>hr|1rg>Da@ybU<(6 zsoe=GY`DQ0kB8tzlAG7R*H90d+DirP8<|asQ!mg?>X~_Pcc1c#6)gm3P;s+n$!%ac z(~6mV|L#pI7B&AgMBU8eJ`d$_Rf+sSVMJ8J7Nln)ev=^r`}VN=I`u48MvWR7y5$Cx>i%of5vBFe4$%s7E+XR(5&QebX|I?g_!~ z7`V6!z5ws&tGlymBRLM~avGQPJ=M`hWwgnz^E1eNC7w8pk+tD(F!EA*1s{e#fsm4` z?F;J2>6!feZ)arf0APH%tpK1?FtWFCv@_e0EXA;z6@7Mi5F#N3x z24(=m-#U4Dn(dFvO52ha%_Ihh$4DToUE4d)qIU%LCJ zJHem9KP}N&NpT)MXtbHFdF%}#faC(p4H_`PC58qjA0qxy4kXZ@)JX_j1QnS=#ZajY zSTu;xKo}L)&sTpI`V2{~r(Ir1cylS-0{Xaw<$O8yu~%(ne!F&d-sISGwgE`)!56H< zK^6ETbEYcl(SEz;8*IEU&(9 zQ8o4_Cy{PsVyTT_HZiA%H_9!ilB{NjgJo(all(Br_JA~MRuWGI+Po&8oV@ug1w@aU zqBFEjnrRurD2$4E6mkXv1Qp-K(PW1ZcFSR!4&;(&vJnavBCel@JezE`xzlHScUq-* ztIt3c-zmKs>>@RKQ4JSKkMXh0CQ%reM9nJ2H0H1b=kQQ%X3O-pb$$iUOYxDX&+T6M zl=NUUoj*KXZN>7Sn64Qe=!#hV6K+*Yf-+FG6~w#E)neIW0MHpYQ1$ZXbG$%H?bxn0 zI5OCF?kJ}iSj4!J#geKVgHh5cDxR0XmU;^7E>4BGh%%FTvkkGRD z3!~9<5K{zZkg(OETm|{%*ik{d1w*2dV&C14k>bU((=3e0yzd? zhIj<_^hZtxnbd=y1N!!HzMKmOO0;9}hmZ@}XGn~;g;j|OVCdz8ziepVQjG)BQg2h`sV6SSLCUZ74tbkvm$?rpy^W4jndU9PpSZ&(>vh8 zLFjG6T*I;Ts(Y)+Xw6azR*N_r-uQ996MmKS)TN1X8THr~vEBYe--Dn9#v8{QZzT%9 zrMNBrKwL*5jn@-B#uKW6Nf4u zNQ|LCOp#LUqaQ{hBS5AW+6`rPdd>!rlj+v_5PB$q8N*W{Umo1+4$Kc=Oi84 z3^E-8Z;7Y8hdL1X_IK@yKH23enIfyz9XtWz!l_va`oa3C`XTy$Yb@RJBu%kCv9)hx z3*POPPmtsiU3|t?thJvU87TFAgges|5=a zOBpMPxrYTa)jG95bu)FFxwqO>9kvEceN%nAMw>n%PMoC6at7xl+_dwei;Ja=Z z|EKo+%+SnMy>z|oRRf~Jn4)pYZ1rre9(IFoA3{%g*ELAXL(;@!#UuKq73Zdwm2?|M zt4HB1woFNxi&z?av&t9M)QUxBzHoGM_jzQye!8WCV3ek2Dh>Fr!K3mr8%DY$GUqeL`lRL(Xih5uW{R0 zqp;e+NoDV2-j~(JUh5y5AAjZLEUIs!Pc$q7T@u|{q+hgKcv@6i*j+eDSTaeKTCHkBBwRfl zkjI0LkB#O|>||GPJ+UMiw0^J#vwlR&q?uTC@ZGLvvtV$vG+L)!?E@tqHa_kO(sKw( zN5Q7l3&F2<-UOSCYYe)N-R_~W1|oZvT1zy%&oyi?gFii_=r! zLp#fn1wu){OsVEVy^OO~d&BBw%YKvEhi>_(a@m7yO zy@32`GtGzwf@QZQn&sh=aaD==LK30&_@(~fTIiZA$ztsOikj#9+oho^|HJ0otK56% zA5Kuti%Yu==c+0CYTEN-r9ZSvHiyo#&T1RqAGE0GX?)N{G>bBfs%FfuY?df97oGmP zm$T=C6_vWxyysqfnD)JQVYYR}%6k$x0<;^F7Y`Mu$-D1b&Z30hs#|YywYYP1KWnd{ z)x=xJTj)^iG-gyZKs2|vBg%1_YigD)pDmuXBO0 z{eyB+kx40s7MEw5XY*m;W5f(zV|t>_ftT5C&9PPUu5Hz0;(AGB3%KX@oz^|w@>PT9 zX5@1kHfR{c-4Shz`?K~U&#ve4<2YmiqBh@<8~dZ_qrt&?78#5zWqKiB$>a3RtZ_l} z#le?Z-O;LGlc>NtLAvLJ+cMcs@X>-%Dv@fDJ<$@;(eT^wCAW%;?vugrq{;PwR*I)@ z*9qfA8D7r!%_jQ&T_+af`zd@9%lR!FcQaR3+lD(Elg?(xd0#`9i(2@ud>%9J4K8|P zb`NB4WD_zX_?$hUAI@Azt&F!;uKmyN|4RB_$?hu|e<9%Ff`S5i_C|()pJY`5p!GXp ze`Wr^6ZSt01N;Ap>c6sg#}|gq0HBjJGqiu<_P?mM)~j;yn+?GD*ER+99P})0OnzA% z_P?1Me?0L@#Q%N}Kg|F-MMr&ypT>%koukpO(Y?;%*G>M{KLIK+BTFYE2Qvdb86!s{ z8YwdqQwQ;v&ddy8e%ca3M)n4FX0{GCb^ylTECFHb7v06o`eiiIdIkzMR(jTdToEy| zvv&|Q)w2UIy^wS%y{2gXUxdP{$j@bG5VkF{&o0&>iOqLWb~|F?16tb z>Yv(>i9HMl>n~eK;HR}k!}8Jz4HNx~nZx{QxiB!ZzZg=#=E-kuVrc}Rc{M8d?G0Y7 zIS!VWx97F{*Ap5>1|}FfK|NbBqt~?ou)TZ&=oB4{tW*H3?5{?N-p{pQd?~B`R^_#` zpH;*FEH9V&olJht9l*@U4)d~RF2BxR#z6mTj4!H|5hH-{m(BR6b@{U~_)Fw^89FoD z%glb0yx2Hc{=FqsqQozY!jI}zwLnAjC07hiRmw?G0*Z#>4ZuHIwOSb2Ak<~<62NMd z$)W^>?kgWh+U4g?{{ZCuvG+2I3R05$?Rs|{WHw)0+$j(wirJ&Fa}}^qXZ!q6ldH}0 z{ni3qV_8#Wp(2yASdLOlyauVe*f71xnT65(X@JvQ>Fs7f?0yt7^f5a6@hDfz6e5?x zn7w_ZY^!b%EEGF0w*Mhz{J?%B-K{QYn565q=AO?n-R8{F{VtWqt#xTm*mfsc#6B7$Zi1QJz4I^p$g4>@0g7$f<#+W6Ogv71DId>C zZm5G88L^RVyGTfCf`_&+i7x*cim_%KNkP;seZ+uG!VJ}aZ{0!RL|*LX9f2Wf9yN^d zG)6ejG_{JirTpE21v$yc@*b$ZKq6Cjb-#5d@*AiN%DE6|*A7$zl-cQgQtV0w4wF6< zI|4S7JN<9nKGvq<^EsF`!Iy!B$rLneR*urx;E_@5U%++)A^f>$L5guDjtImhr26yb z(v-g{SH(sq7gVFmqjDHnn<(3J;mR|^t9eCHytPNe8G-+CaNOf9_+(bK_uU;zX5TQ$1NIeM4dQL_&|=POvsI-oCV`zYNiW`qR3M9ho0OuzCEr;wWE{80N$ZSV7_M3|oq8Jv$Hae|Y5t$jKek_@p5(8BbSZ*ujfp|Kn zz*#7f>n2pc>|q>E>p22^`Q%N*ZN{)WNG8!8!?<4)lsp;UGB-r@75cDHSH^Kmz?jp|Wc3w-Hv*1JN&APVlHx&h#0lcSI1!GFiALQ+t&s>t0yf>jDpz zEp>TGVYiDcp329K>YC*7WP|nH`sq7tdBof)e+B$k4dbss^zvQ)w>T>JpWx_kBFZ1A z`M-ptzwcMCs?aaAe?|I#fusLo)c=QZ^p`C4Cmj9r_V~Yoqu`Xk;ix$j4KOs)M6{|v z7-0|UY56|C<$!=iKC>#6h;%9v;!*nv=mRj`Y*;A{^{H++hAdwA6Oe2VD2|l>-SCky zXmFrkRf_BRa?|y2t&Wq9k&*IOfU@{2j#9<(+xu?qVE>0R#7%2$nAeC>SlBlHgnFnsFSbOY)pN<}Nn4^LYl)tqdnP zuz906uir0bqe(>jZ!db zcoj|TiLN3MUx7nFZ2T9f%7rx+^DiJvIg*fsz^PoZlVVIkgi4?n-M-3)PCB=CUs8XXPY5H%>!#`BR&On#C;z5)mWqD3_z4oaIpTkd_t6OS2jpm@h|@ zZ3gQDl*G{w0K;z)|@lFF?K&g#Ro=PF8F*bUAy>pOFoYELfuVQUR!;!QUKiZDP;50r@s(d$q4 z`TdYpXYgAW6s|YQ)FReEHUsuusy+Gz#RE|a@+2Lg@+5^HgAyT}4D{VphChaMq%c2f zOc+Oz+xdN&wUl(*;}idG_eNZhEVg>uz)fs|p1syie1ThB5jl=qJUdj4hmibHSx@$C ziXrwrZhuj)nAhFMjhi%Q)9AGJ+2Lo)WfUmf@u(2I4dLL1lanom;ObgaQo^T2;|`3O zDA@|{9|BU)R2AiKj5Y3+RhD#2J^^15l^_2NM-6_%(XC%NYC!0vrlUSd)$MVV+ERF} zMMH~DshF^+z#w~poyX6e`d1u%m4E*`92NQp9DNbc4UMc{h_`@^rQu&0>2IR*e}Saz zf5%9fUuEh4@__mE91F`U%=|i-SzoF0-ygrhE+GRb66dkdnIQEOoe+n*)QBKf=mA)ZO7eD3Vm9=)ZTO5xwnGPw>Mry3+NNiDBNo+`y z($Wa47;rdgAsO4ep6W^qKP9*+pIIZb^pw25Ahzv}@3?g>gj+J|mWnZi!NyNC@c z_-Yu)5bi^@Gx7?=uNGNq-#b^KH*y#eMxhY{%nM>IKfZ@{NtntrDG+e9g>O?D)6=yU zG5?yWo=fTPNLbtn)d)doD5L0p&w12h&jU-0dCGHVRNocq{3BLQpF-fSSK<3+t%UIg z6A?b8bILRhh6Mo*ZB>GUrZ-NxejaEO5w@>>o4rz&bCeOAR6B?zWGgpf znuHdrQw{#8{N9nrC#K(9vp<-o^EAfAm}0MAC<{8Okg{TE%a*$e^D;jKtayV^0kB24 z(q;)^To1pEPBcKS4-g_u+hQPqrZG2WO1sMWfTERMpe6ziZarYtwWXRU9Ju~Ko>hQX zI;JEI9w~%cQS!8&efl;!AE!SZL(!ZHB)|&u$Gn5YVOj9RSyJZIsY1L8YD}Ws9@rL) zjG0l)L@=44umlTB)dgziMHw6hMHF|?8HwLn?zWt^vOxWQcYI?Q2JoJFoAZABv8QnS zY!lpO4V|#77P1-iCZ2BTdi?BjR6N^37EX!(V*qP?z;QVKeFphQN*i1tH+%onu#p(5Rq@ ztevlwIQ&L*Rbe4JeKt!GriA>|(aj#0L4$i#zCU(C7@`+Fh)Zytm zocf<#eNhflg3koc#t_8vqZn$6QZbFv)9=nhH{cV&4`lx4r@8*FMyt=FJ}Z%EG!~+m z^vyTOTMOpZ+Q1M5{a^z>LbY36fxSJ}vPIpVkj^?N<`HSQ~C=j#X4uPRTJ&j3J35z~@FXGvkQEr#0~+ z!$@oLao8EGwfTf#*D>A*3`0-5$ZDV1+Q55*aM?%{sCEXa(JJ}Ec9FjYVP^(yfCO6& zf*^*R+x#kXkfv2sSCOKbkFl<0F=h@PHY3V)(EOtrV{g1?w;I!7kHm5trcoXHyYo^i?O-gMMOTCtLwKo zXDMg37wK8YlB6>EV)t@Fz%ct{aIM?nBShJtV*u~0L&1WS?x~K8jhm3EX{FxrdddE& zT&jYNeS4<jn{)iXVK8ie*3|wN7|ic{g_-?TlYBiG zU*xM_CAOFLS=e3$sn_F`!?3*g^pIYM2KsHADSN-wdvYPigQW~?E&m;9CHSHg*EQj#@>XWbm zA0r|nZj(^Q!LyXcRj|ek*(A8Y5Rd}iY4}!}D#{P$3?m|!#pPGaC{71SoNF^anZhh} zR@0je2y!Z`f3=#xyXwnxDk{{yx<6`uYbuanmf$p8zy0~xW1Fk>*tz9AZE$VBwo*xC zFlTIRW3dY)CCVOi8j&msoux|B4*RmUj7Dly%`-Q!Z=BC_y>Yg=Q&6$a7>Z~K}WN$wU z?sR*XOPZ$inoHqSu{l*K@O=`w`huXG`I==tf!T2z2^XBrv?#oXUFFgGQK6DE=foAR zXWNv0zPt+^^dq#hNYTg)fwHb|1|#yki){H%O0KKRUMcIy8XQ-3vlL?lth=ZI6mtYe zaUv%9A$tX(1DUETA2J*y;;d?96nJ}F;UcF zCJZ4pa(%T7N%pP|)CaaI+AHsJnNE1@V35t}_gVYIgsH5IT%R#k_(eqkrnBP;gx>?2 zCOlT{zW14O&|G&Y$uxc$mXg}U9X5{ev7|+rJY!Bw?{?=d*$!gN)MxtC57!pycc=?9 zWsj*^XRYzhDpcQHjuWjuXEPyj{6cc~;mnqtkNGq7ZUbxV3ZC?KZIGZFDJV@%Flw;t zIn9uauF3+#QDt#>JA{;>9mltjbj$Jcg?deLNLi_n%re+Y@RNAQ_^lX62IkbQOaei~ zincL$Tz1CJa;-P@%!zowZ_;Aoy;yRO2<3JXfzuaqsvj(}s@K%WFS${2mkB2f;_p7r z55}vYQ{cjE7KjyOZYQ-0k*D?9#++q-m20t-Z+So+cz5MJ5nxEiI7(~by4{7y#$o_N}jZrjK?wb!wrRCWRstIHm`<$=yPw9<393{^Zo|_okmos<(>d95hV+_bRARa zxYnIOc$jy8MjszJ^d_yHJqVIFJQK`?Mf6)-2IAfr<_THqYG8|zcB!T!wd>ts-X$_t z*g^ezTaDs|uF|45XJGd}RGcFaoPzp&p}a zD)ZB6IJ>jmN)XhRRX*!Rka;*(l^qd{z@kGrEgP>#TWiR5V38D8KrkVVx5}UU?ZLruj;GM4HXfsTm*5E@+f{mg^wg zY`%PxF9yM9T$mOS<@L$jw)B%riPCYciw=Vau%JYpHc*4YcY_zKfm`%euQ7So*RNF! zpG>G?^}=Lffze(R4bMejkV_)F};`3Cq0&ti8>byybh=RMcACz(NV{R+J1CYDyiv z2Q%Y14s)~c9rKm|*Bfk6KTS|*{^*Y^nx<19$?Oa>|mAmdvl>c??m9$K&6>JvH!`hl#fkHJHt!*IOLm3&!hYjc4_I3G(;?2SD|sK z=m?oclhO30h;((Q#)^u?htOk_Q>YKSIWaUR`QNci-DJ5L5RAd`8@9%Sk|u^6C_%<< zqt7+bGS+ikly)>UwBooV-SNeqf?zCbQ|@d19+P<*yf;;AIu={c;@;P+pV1$3U9cNGb!kF?lo&sm=9e5vj26hpRU=mTxpdd|=ZdIwuHP;6v zD%zIC&60x=xG-;YN&)$$vyO;ygbX<;0!{~x~KZsnJh2xU|r8)JR02$bGi@(?m; zCI(s(rwv~ah1=LnCnZ#9aLr6iAN69F?>V6;MUL43pAB$JW1lln-A=lEL0sx{$2f!*zn10tvz-=^OR-$6VJ<=Q5x7dm=Ot)=UM2^-5FQTwvx;SZNpq;L@VRgH`4ma6n`;4cp`f0r#(9q`+gRkuzo;A4ek|X5 zn8(0Gzc_!~Q_~omYePXJWhjgdn%uct%>L1*D!CVqltJo;)D;kEdMA?@e!-AI1)?7) z>jpIEch;~Z+ej-nG3KD$py2eb$wwh8R@1R6njMkd?1%z=*snR<;No4mO~hPqQU-8> z@oXZl2C65rnA^32D&)qfWpeg`qGWyw*y}mcv8>2rUeZK_6M2?b*vpUYm-<758?%pt z15*CZ(J2!_N-2+iQ;`=n$eXV6=|MlZbwQFo;Bw6g;?gR^XD&t%<(fgPa5}O2GOR%_IqUnAZwj$DxN-)!x#`m1$~Q@^8Rp zSIb{?-Al#ez`~NQOnt66C`j3?EvdGu3%nPZW=V{=l$f4m^x6nq|L)o;IRE{}d90Be zxCWvQ?t)hgcj|^7>}siW;64w8NNfCa*cYG0(A5GHm6BTOGPS8@f$O@M5Fii|p|~7vvwLDt>99eZNGfBv zYnop@Izh}5B_Y`>APL(LG&WJa%Yx5{`n+pv>bm-N@RQHxumLsxah1o~c%p0|M&{mR zJm0RyQFY3 zY%N=nH>lB85BxuY{XfUg|7Wl-`k%r6e;)wE&hfu2R{WG8US$X-wx7bpFVW(cljV2W z;?)iFDqQ>_So|ve5;5q1I&N5AG7|o73woX7f3yYt%QgHzyaoMZI1I0)J*BnWggB`Pol zpxdIw{&?xKL8b^wdF^`@ll{?9ihaxN*5~==hl6w1!c14j@ss(muO{N|#o$US>|D+q z#n+pTQ?luwJnyoW*;w9CJj&|abZ|7=U=!PUu&43yHLZ#$N9Ri=nq1 z7d6cQ$)FAGWb?|o!dwfSD66^U8Mt0A`++8wjyADhiU6jon*~M@vSyt1Opyk{I!q@U zio}eoKslE6dxaUCR;Rx;Tw(f*Kx01Sq%WE`%Dyl^>XyP!;dF1vdrb~gK zU^`KxbOMfzt}S=ezVPL94D!gI`ncOoilMk+6D1V74jOj5sT7Oexe4)d@-s2NWI^VF zt8V6;I%2a(Vl2fvy12vHXfG4?hH+Tw1IHQfhH>k9ezvSk(L6(+M%D}IY8S4=Pj`_F zw%J7QzI%^hmSY4>O`pbHVGtukh=a$&r-1r(ECw2ilgKpX&8nxc;(bdtiaBi)k~TYi z4bn13Ixmm1()SuHx-;1NBiooBvXS-kkPxvC>=?z&=k<#~7v#l|iu4`?knl`_5L2o7 z?(lv?A%3e_6mBkSeL^3+h*fd$`oW1}PE1elRzub{xw6;y{ll`U8X3@6Go z)$XeIWP(!K!NL}!@L)!umeEmzVf+Xol_v`Gg#+f^WXQW37iREq@zsGZiUGh*1!MW( z)+6tHBSVOk4eyAB(pbB35KBW7WcUWL#la$G!AB&vj|ZkO3(CJ&s@edpfN1H&lyiwD z7UU;f_^wbS^c){Fo)>u)W~1}k$3r{FJ(ZQRKfZkIcX11q5^^0Q!Ec z+sIDZdf?`BKmjOzpQ=(*P-Q*6Wy|Ob^1jF!6e?eau4mg_+`rd}dZ0eLQGuEg;Shs3jE%tid7II%#wUu%0fuZ;t z`=dbIEJ=p{;L&6qE94JThOsjrxi(VhkG{C4E`%=mICGK{E65lZ*~2JE7D3CSF_LM$cPCLp?yIdLE`HcM%x+xZsCU|qd$t^{{=EF5V z)g!se;~@*t$QC!!G#5)ZU0v_unFTh-jq!7LjVr(4Iui**c4bhIp&wV%B?bx_?Zi;j z9<@n7J_bDM%CaivN`=59kCzxW2g3%W&Oajq0DXyK%F>zFH>z z#50Gc^|(G4k_LZSunuX`C0f!LbP*l>|iRdC4{$|_>moDr491p0{Dl}Pb7TNH*M8qhS5>T_WJfl|bA1NkZOb@F#j zH`cp4&PTWZKI8b+))$)q_LEqU!J<)RAF_UIQ&io!E z>l(~m)W@K{2+3EH4;ap$&;a)g2D;DNzU?D01^t1x6a53j{Y{&lV>zD^sWudy06-h6 z3sw*KTUMmN_tW?E^y+!Ks6E2`?d0TdX%y)j+S@F31~Sg_pW?sSU?EmDMXXJ9TrBRK zrokT_odzjFrfv@D$j(4&SZEk{X}sqg+p7wTqUBw2JedAU+Ui;;dFY|)VYKy5(nCY* zpzY#>DhYc^rY(4Q{g|7rB7=1A{-&S#eO6S3C-#TgIbE9Q<2QIUt#ThD8TqWgSmiyT zS!G|wS=)INc40Rp6E-~;h>2Y0i=Q4|c6{ET3n*s-Wqp3@rsZH%wTvb=?%UP9@I&bH zHfncfY11+~EvKtwn(_uJHIlM>Q%qjC^hzJ)AfO1~`(#wCW<8BrlCE7wwkhs<8l*0q z-rq#6lj~u3zcQqDuDO{LP~t2jY)~W zS}^sQLSPOXrY>6e#u>j+Er2%AG;(Tev&MjP@>!ydsMe<8#2N>uj!5YIiY();f7#oy zn!KW33X8)tC?9VTgZ~N3+6*%t3w!X`%xpdmfBhtd_k3@hs4Q()kUe0qEo^;sr5zMo z$_3dNvtqLJkZ(JVG~VrGk=Y`a>T*1q`M~o zJt6XcY$`Ajd(5#7yzm*n8}1HL?j*NEn}sMIVFUB15E%teJkdb>jwe(vGIU~g+6_|x zQ(zvxlmB_0#zYVHGNQ8r`8XU7v^~@*tj!Y{vIGsX1i80SStFXr`RyY8P6k|cXtb%A zQC5X%vE)gsQ$?`(dxVw`#IQk5Lb-(0BUHR$zU;I#{Rc-r1z)vsQog5b*%LOnaq67+ zYNDHvPpwQGVh?>cJglhbH^|j_*gF7XMD7K9@Ff~<8DpB@ zI%S7IlQxT;7Pn6Y`oU?^Z=6D?n!gE63=WFOg}P2^Lfh-AxAzQV>nv$BgXdB8>GmN~ zl$M7n!F#LzVX8BUR_YN0$LNsspV(9X+ywalk8bggkJFr?ZxVcW z8QOQ6NHjYnAoSY$U1zFw)5Px!%#CMaPT{T>Vr`Ee-oBH7XlrGvB>w*6#JKZgZow7Yo%(FA379!>~t{DR(0c z`Z;<5TQl3f`RjZ6bJhPNbMEinLQ6f9*IfQTN76B}GQLF8y;waA^e^Tm2m4F<{@*2% z{1HgU{!;T#X(TVT|CC0;%J^at|4JiydE&Rs5f~=+7X#{V`65j0FE0K+@yZB4MfHvy{jdlxCA)sr~%#i{38-{F|pi9zEFTZ+n9B(I=x-%Sa9#@k?SS>&`|GQ&2CEcW zAKKl3j>LJIFGkIees4`!ukjqtwo0@Vov!uz6ud3Bryh5o0Yw`6k33&Yt(mmdJTyk* z(*l0*vML%Y)+awHM)=sp0#|*oi^(`@lS-5@$n&MX4}{kU)ZS~XwVfB;h@rW3HsP^R z-|?298)fgw}wOhrOM7a;?uqm`1auX77+i>pi;2?3sdtI(r4f;WHzF-JJ z*fUNm2kRXq*cFV$&=lo!hEas5d4gNb_%N0k96R)9NFlpSwmfDK618mYe$Dm0I^Jbo zUS=;ZO$C~sw;6Ap^Vh>i>PD(FQrPXE!iffr_iyhpD0G0+!K`hl4dH{wKDxk@vj`kR z%BW9R&wN?wnTpv6X0Wr{cnJ0r(IjFax)Zw>a}dg+AVp|2OHd}yLh8bCi>G10!*!3J z#G6e|j006I&oY!+VedHV;cX%}4`lVxixXHOV-xlwD;*~HYokKJLP+rCsZtT9 zd88MSQ%lR_fgSm##A%-4UO;>dmSma~M^=H0IeCIqNCDJ=+E$-s3vf)?Y!TtofZ#hV z8ND1^CY}2ECK};nWX!P7;Zi~)qBxCrN&M5>d!I~)OlR!mZFa*} zr%X5->@;0VL0CkG6=8|Hcb)CNI>afwC%?^g&s~}roG>#}u)E7$AQ>U2nv@T430eE0 z%M@z*MoV!IwVlq^$KVG{O9J2M%7*s_g1J@qx%@`rrLuVcp`e|JgKhtdwR8se64H-2-tBt+g&(i&BuBrLeNbM-K5k6?9D?AGT&Xp>W z{2>i#quo(jq?s;QOVeWN)>lNvojBh309MZw{>dd#UX*-rE48p0FFT)uIh6AIx9g9+ zIsMI$9jhEIQMIua%G7f$7N{)FEAn6M1_~@~JKkzSDo-ep$a2Ib7Wx}C6mY%8jvV=F z5v0L=pS)!NgFaVX3VjWeYh(_?wqh_z#7&2xCd#vHJBjn&qn;%I!lu77-GH#7GkzNu z`&KLBAW|O@7yXy9IQFpOdNySpOGN8fq-BtXI{_kuOb?|psE>`n1 z&1nKBmExr+&`oJnYufoUYMjh?(1O=Ipy9G7)$@*x<$D=F$9ag(*=MgN5T!d%tIzjjYfG~owLtw zC(Z#8H^7>}DjQ=5-OcX}^NV1QAE<;5jw18}npQbxFmk~gq zF5p<5dXxh{C3(MV#hO9&z}GLyE7Y2hs3(OYTmUJLpUHCp#v@ub!5%l~^v#c?egyIc z^dTAm-MyyLJGO!D!KS1i$r5ZH2|sB<-;iw^FGw2UzI8s`xtZ-jv)r zI10NT0IQ$kl06rwd5$dDeSl8rhqY1e3xb*>J9(JApH@fMR~>bf&8}h%d6=VhL7#P; zO*fGgy@KNKcDD9|CnVK1k0xK1&RE$lk6Q-smqF%!ZcEqX^}K)ScQU z1_$i!QI9cNKkQvu%2uyWB0R9YV_Um)w$z@mS^>;3h)`dJT2+a7*Hu?{oD6ZEX(Gf> zMwH_;$aFqEAT?3|+%bl8u}y)m%HJ@lhB}TFfZNxBHqMJ<$6V98eRLw)7X9EkGH}PS z@i~+F@uQc_xC;vy^ z$AO{GT80?%rZ`_e`K!gR!5+muu;O(}vFd%rTZh&Rx_v&Yz0C+<%v4Y%o`R(j(0u!* zg}Nzt5J?-&%a2V0dP|jxmmCkpoAgP6n?@U{jGb7tgCTrBbR(W{f_0aF7kn3SBw&Q3 zQpBAipnk}5bhTNVT3f&o<(blIt5zP1t1gOV9MTfKmHIOYBKWQT6?|+R{$=apc+ayR zZ&t=Qv`bm+XO|$&58OkEV`;^pMXtd3LIhWknf@#xUc3BvoRxTMpk3vPpcjEeJ|^q9 zUQlQXBli9o6Ua)>^y!y0ariRnf}V?^ltbAj@`tjTDFK|k?=70lbJ*UGbDCL_QX?G{#a zJr##>X16?8mvA}B_95v9BhxSP8jv7FBp^PN<}^?aw#*|l+NG9&ddI8CBIGUvs;hUL zNJ04s>90s#?-l;|9*uEp>hoBb@={8`UQ`Rgr%2(n2f0#mtNvIJa#bJ_`SL4xq<2|! zffN4x7S66rxkZ=b{m|;Tawxb2!xqISrmL!hO%4nsGe?{gc|}%CG}FpvNekMY7sVYE zq^&>H^C0&v7N|$;*fU8Orteg@>KG70 zDa}nzTP1fkGhZWmXb3UiUd|{8kv7Y*n-w+08WyNimx2hBJ`Wr!Mg1bAx{SC=E_nai>>RbO>?|Z`BtakRI3&|I3< zZc$Afw_fR@lps#Ndy<-lvgzqwa`4uaAi3sab4L}5jAkiXgc;puRT~D30j`yhA}{|^ zo-eSj@q`wGEr7ELCw_cLPG;T@*t?k_YWfq3m@+%)+1i?i?`g40lBSY^X!R%iGG%2P zO@kc(2|@4&DU*sHWJ!rm@k_2c0vMXNUh_x9Pm#m>^ z+VD0{NH_qh&t~%LS=g4SNStyNPTY+D!_JXO*-va+AM7;OlTMdE1=q;dI_OoIwclYu zTIz&UXpS4v592j?>#qH9)flk*xSIF4(UxHt`_O|_idnfw(5n?uz$V!Xd zxMQ43v5=Sjz<^a*zierL3nBj*!~IS0`@Q}%OZz{-aQ|&-|7~giZE62)Y5#3$|7~gi zZE62)Y5#3$|7~giZE62)Y5#YYHmnDu!L#l*zS4t{)l&jIRbx!>HfFd-}qPnV0ym$kUKax8BD0i^)2o8 zuSWy{e$Q+E>HR-3yKsSHuiwGNzqMfQ5^#R>xBLCR@lX`WGPZets`?>zRaCWS^xdoA`Q}Y>G z-(vDoGM1QK@1iudn8K1s7IlA?c9eyB4bvm)GP3QdH@l)wEH0u9D`uUi2doOA_Oc`! zn3HO*D#a9)LY*|#%?P2T6gbqJqhV{9N5s6UH>e(+8oi9Fqr93;%*?4)B+s)k-b<;s zU!U7gIZCyc0I68BU@_LqzyRI#RE@JV3Qt9{Tj zYQt-^y}PD!7KNU1tL2qxa%yR=%=}kIo3y0Lg!>u8G9%QFHKdR)2`X1eW(X(+sH=;n zUU7<28nXp)+!m=q8EkA)>xEy)zUeLtD;Z^7@?Fj76&=R18|iF_OyK5aWtB7^nflzt zY5KUq{dTE=B{Rj=z}7NTTH~Spk*W7u!N-IFADdr z%-Wg~f9SE7QN=69MZKEB^mB7h3guou=Gf!wj zC57LWxMNKH#mV9VuezG%vccd$|M1DQxp^CBu}I?_`5CFA{MR~tHAM)-Fi7fd(8ewm zKFUKL!WASQ1_`zyf42A2F?`&hN3Rpb@py6LGX&KZh6wj7$S^)w3GWHph3k|fhr=^T z6l1U_Te?5>oN{gzbFM$6Cu(m}pK1J5C#On;zTwv`;u=&3%Z`}ofgZQk+~K97Pwo|3 z34`uDGZcd+=P2)?_DO%Kl61@~&Q8L_+l0{8$d^1WNUYv~hD-k;T33E*r`Sx$xL>xa zX-Tx>S8UgqIX%Dju-BV&BRX6$C?FK;5FH#Z{cDj?w$Z$cFHDwkWom+ty=b&CbI&m0 zflyS^o^`>B0SM}(gh7HS(}%pCd*rq$i&xAxrRe0(IR!2dKzBs#gP(m93ZW}jh2-E1 z9_NuGM>0mnQ?x){2=t~4?LEGQ)aQe?ZVdv8$24+D!cV0>TA~O*Mj96GJ->#NdI`Hv znMERkoRsCq$QuNxD);~LEF-hym{(&@KkFEhREW_>C9|)2`d**?ZD3D$?)9AfsM z0t$_tLl*%!OfT&g_N|;quU$s=e_ zcb#*WK}{{sU9K#-p5J+61FjQ1@b+ul!x+Jo!f^Q`Mtb#%FZhvtR+;c85fH+KMiKf6 z^mwR-JAkrkRK;q3L(|2Z_<|tTr9OLUaGvPnMv;!(aM9eQwb3TXV;X(( zs$Wx@jKzSH!O1J+EJ^C&MGrHUH^X=*3*3&r%#MER{q}ofh0PTj1yS7fT&+zr(8OWD z#KBn{ymc1O&yl@JY@889=feE36`f2S<|bWE-fDzK{gR(RxLVSRh18 ze#s6I6aV17g%7m7H4F5t9ri5n6EpPp=H1eO5jns|0VK&cH#}F3h+mmQB5C1!`*|EL zv6UEYC*%3D+IW!BLk^nK$kU9}m5`heC&(AmxK+{4c*Idobf2r^=q4udCOY)S;;?k~gWAhi!=#UOLoDZ;+SAjTEh%xgOba>v7E6*7A0qK4xw! zHtu$i<khNff6ZgdJ*%-r$4d8cp5zLPLjv5cKkv~E1Q&sOZm7`f%dw7ZBD zQTPekQwQ6VY~hS^@eJ~Q3+W7Q7FYRQwu0qsnLyptA&4aSR5K3204++Cc!Um`cAH?E z(fbwv$Li1+>f4f))G=5$V2I)Q@im=4MWAluig}UIxEIBvvC#)anuH|$bKS)8n}$x@ z+q?5+#FJO3?PyQN60e)_hECTDA8yXhoNJlcP=W%M*@;b_6t^Z)J}~-9MnpY0%1n)R zT=%es5-W=Ovm}SUqj+5oX4DH&xxfW@tuV(Fbtw2!4mJFE3e+mgYP@!z+2+lprD+ok$(~8Yq%k;MOxP`*)u4m@ik(WVDE_fk3H|9nMrUOb z)nK~yu?;ZgLR-OmlmIw$)2bX=Homl{pkZ0)U5-!Ro9_n!EBNuJ3e}&XE;#zc9Zmf3 zt4A@E5rc2Jc3IKn_%=5eb}MJ?{VG;I+b=IaM3N;bYI$txNc~7Z7ZzM|tq+};@Olkz zjS|{^wQWqX=>lAhpw@7d$dNfV>S@68+kQ&3DT`v&-nRau~s(q<8N`bYuTHgFFcUM?VxiFobXHnddqWP zWy77~xrLT#O!Gdz(CD7k89;G#-iTqY-d|~+S@b|`_#oaGEuawpLN9i7owYw3&wMOf z8w@RcTOxgGDE>OHuzII=kqn)f5mu|#BQ; zM~L+oF(X#t3L#M*AkZI_?Bx8o2lLA=TO0OqlO{z`N=HAxY+@GE1K5jd^JeqCv2_)N zL1v3blu9ml`5&(OuXlY)ILs!43==69`(>;E%thf_?xo9HxRY#ND z8Scn5k>2~`t7i%&h0wiEA@OOvKjH`(BheW<>Xxkb%s2K2PmMU?s=N+xL?^T=wb_?a z2CDYD;Rt9AXVXL2y(KuJa3;xmeA0kHi{tynf5DN$`8mRUs)U2> z(=xOTrZ(rQ{>`vZk)o%Mx`59~x*RrJJ>6!s?--{HLK-ZE%a|vIcZ=@4YusF~E&IGj z)n9-1LWp>_Q+QzUYG(G?sf0WB+s}S16K!Kve#lNXZD`AM{j zgvMBq#6X^2mtsasa4nhhRkHJy59p!nqk~guYnzZa>s>t8(VKQF&vdR)aj4X4F91Fimj|PL=X0XRRQD=BwLlP1I^DJC0$MmcbV<_`GYN ze`^54GOgPbXt_*M2AGx+t9YEJ{#jcc?&t-$MZVX}ngG1P2;-)j(_*_)E&K8X_e`6N zMrFc!ZjDs*^5!x0X=GdLp5Ectr+cqJ?7R{sR7|n4g@H%VtZ5{YC*xj)-8>#7YFE9g z$u649+s`}0h|!lxJF8N^TA{P;dpv^#$jCSQW2t{gY4W zp{^qx_KAauxA@PEsRT-MR!|*P{BF_uV)0XCP0)_T={y8+LEIX%Ea{_qTo*Z7IriMk zPEKL*jeMPPkwc?vR%}Eb;OZ>w2@X7OI@~+>|?k^~E5F&atFJKB%{zX^YeloNT>ph4tO-p{2>h%JH*Vwx&!Px<+E#D7XmdG7PhH zu4{=-;pSnjb?l0BQOGk*$=c{bd-C)_r7is#_y+{c2z5RLo z7qaY6Nk+n!>;g9gOvCxn*-_W$9~47m+GUO1k>{ z`U#g8hfA@^jEbN^R-JmGTXZT8hT6Yy5&k)Q;J zoeVcKg+D#;5IH>PE=k(b&3#&5UvHniwX_d;kxw+eZ^=9HGUDrLoH~}L{`ElpdollT zasgqUTIG^mzKJtVBi*aD0P`~siJhXj)7hIt#)?bX0yEy*Ti(^&)a3nftzt!%ot>o8 z7Eva663uzlB@JXFN5!JG?5rX)_9bFO6)W>D|T0qtO>&-Vx><_PtxY+5=N7Y9YQmR%pHLtK>OyQ zn)hqG1Dxvh=K}_Gx&(;)Q=`<8ghB0yYvoJ4H_3FbzXV`C?_BoNlaPG#gnCl+DKoKB z-jR&Fz33EGB8VpeOC=7o#Gzor5oCY2HDoy63GqcVewqp zKKuA&(Sztb0O{WVAbIf9NZc6x+OOJ~>p z510>SUI#lJ5<{cCvIhl5?ySD=7qS`ptbyH@7cb>S4qG(^C%@Q{+N(>5V@2dRyQHeRqX-HD-Wv#@ zMy{tj&#+$`I#c0jcY?b3J}$pmn_WP8<>I+#o2SXadM#yH2g|DZp1;C(kUiyf&ABmC z34UoiBaSw;YS@Fy9)cykpw6+}TxZcx$rRw=hY@s>-rm^3_^+y|MtghLYZ+H13rA!k z6S$hJhqm^GUn!7QI_uuJ56?6kjWZDC#t#VCABL!x?gW#~dqF%64#4;eb#Wh``Q1DJ z->D1P|4?20&t+2njk@@+%cT6%3IE@!F1{z8{=qKB@oP3IxYE@B33b8px4QUSUHq*s z{(q$|7}wJ3&)@w+U1SAd{)M{uGm8GdQx|gop}P2<4$b=Cb5i~rb@A7B(Z8@R{^^AO zZ&erH^C|wMF8-|h|BqT1W>t(IgBpmEHn~RXa`U8{-ol7#Wd-47-9oT7C1@i^sZR-6 z8)D89v5H#5uwFyDnh>V5vjB;zS=16RXVjKgKNCltA{e&W ze^w{9uMjoH1NZ@;`V2_JLFEDYeP-R=>j#iEwy^P1q7x#=;|CbD`1A+d1Vfl|Y|j<| zOT{LHm{#OAuQ&yz$Z(^%(sX$U-lXP=O*~Yeq12zToat7qDiD?RB#!>7>-|v!I|m@c zKeiNhc3xVmW0i&k3*7*m# zZgErtK*4sriB6N9c@`5WvSsfiN`Y4ob{>}!Jr+e;@{lbfZnsREHeRAG?+Y)wn~l=)w32Qj4m?zz4$Nxe<=A{DdB= zuYgy3sD1=et1A{eQ6Iz(d-LRqT-G&8N`l|;v(He6um|NJSA3O9A%!E zKV@DQ#|ZH23`2s3<`-n@JVbq}yZOaoQtQjtQM+$v7wyjqIx^ih56%S~xn~S`KP@8g z1d0VdbR`)SXFh&eC-_-@<}6O`v^u3nYdk8dlZswjdmWd|F9IE9Uri2r<>Ddf8OkGq zIRt;aLzzRgqq-ay5I3}5T6$y3=7RxbuV+M7ZT+~ca>W@(DEZmU%>>en0YwK${&;=3 z*CeC;S-r9`0-1{wn<|$u|_*UyO8*EBm8A7stOE?>jaPjC^BbL;8LH9+P&DQ~MpO z2F9fQqmBnVCz#qCT*m{9Q2P;+_Sf3_U+BDly6XRz>O3&r&X43O-vqzgyT9u^Ztg!3 zFmrH$afJWgqox67zwB`oJe%`~YMg;TYXjByOYgmDq<-1A`jtk|=$W;870qOhrFsng zmYx)?On=3!P@H#`lMr4w2970U<7)*RF&~^UBuR)T92R-vsA>QPI7`nu6~Y{u(00k) ziH+qz8mks|`#`NIsSF793!4@<?VUe_FwSubW*6$pHujWo3N&+kssP#6YF?^ zuEIkVE-X?y&k7Wg^I6q~$gnpb33}YdDt?^|Uf=R(w|`hi=C$YRI_OQ2Cb`}Hax@Vc zPbY5ZbxY^j#>Itt(d@++XRG%%OGf6N4Swqz_77P;_T7f79;B)#cr9j~@CWT5`gidZ zwQ#|DJTcT9)T;`Y3DkkLTe_1_5yPRDc#GWn zCIaeXOsli3mtkfF#8elP@Zre^#O;!vr;6<3ic*kITZbTvE66;uaBzlJ)nxHvN<@%r z;VbH#fNaTf{DGeybVbL=?F+A7!EdOUV=*W_#(kjMO4vwF4T<(>x`xgoux~nq*2Y5J z+dj0tlo=^@CjXP0no5O_?kIq#4^cY0isO_^RIb(7K>mojN!IIe{szNNEy9x#A_v42 zsbgK1HY5XBR@f>mS6ss{O~)+n_u@z+^}ESmM2Q0yuwJr+MXA>MS?Q7M4c6TBD*<^N zpO4L>`AxMp)Fx1Oy%ZF`(k{MQR@>G21#H!{M;qmJGY8eS7J(*k3}?eesE&Z!Uh)%a@M0lJIW{Zp}0VO{YA zMS1}Q><04YuEdJ5RlAS)IU&3Bi`6!*Ys%e3tdCEGG;7OkCii>W=in>K_kEal=06<^ zBEx4?rZa1SYex(x@#AWqe|X?GvOlxZMj72Pa6-Q|fKc&T!Y+KdErE=5%h z4wC{4>MYwLtR$H+$1I}I(83$|>*U0-97|BW{wXVJ(7Dzb^{XvyC-dZd7*K&cZ2m{d zrS*`re1ZAQ0jUH|Pf+FNy^oDiD)fTjVm2+%I-v+9^G~9u9u+Ibd!EjvZ+SVD!B?6i zd=)iEaDwA3S%^}MW$uCuSszv}mer#lw*`$(CZi@}TfaZN+?FhMfG~H)ex{`)lgCvB zwGd!yQGm+;{SFZa$_#?AauiP&SLl+BpC9s|*d4|{hZLGKgNk-959 z40Q;-VxJ6+ZY@7xc|C+GW+SYcax1G3cB%*mv<3u$9mZL#Q>nUNj4~Y^tqatGdSt>% z;R+#s??69Jdo#zpLJhs%bc}r1nGk+a2!XN%6IYISxEhBq)@hs6)NFFlRd^2UhpYGk zr1yjez*IuxFP&ImUcEG}m;AXj`p=_mdKXc?m@h`Ef()7pSF5QbM)F*7u z@Mu4BwbS>w7?Hb_5Wn=w@&F}on(}dS&e{Wt-Q;#;_69gpriP=p1Ft)c=AAz~R z#HHXpgkPRwkK|qm;pT%;Ct<6Bli*XRe~vOV^k!&b2C+OD5_!gt2H^l!#Q@T|^T;eZ z=?iyU z%t$}SYpjQ2FG|>S2jy(#Ve-j^5#!};fOxsWROCc28&SwD>{B4^>!eWJm3;!06@^K0 z9<2J%p^JhcNK|4Z@EBMu>&7a# zmWVsYtPtt_#t-8xvqdtN$!(Xcp@VLTJzx?PN{?fqBybYs7kZF7anI#_?&LG#ArcXqio-<;#+d?|86 zb2HvVwrQFZ-Pt6UU^7?VQPGZfX?mkbIP6si6_5;qWy^=8V~|ICtCaB|qdZImmbBk| zg`c`Lz?z8;dYxtgnlRdt1Z=%Bg$b!^wTeWlIOp2)XydHaPT2nk3^ zX!lc;g$KXyhDBJvF++116VtQzCV&RkQha(AI8*v|BG-rz<0RM#FRCLLm;)69apLRb zhrzRRjNeKhIl-(VRJ=|FSG=T&^!{y;Zxq5r7$absNr>hx>}U8X zXe`BMM1dA~ES?=^2)5B4B=-Stl57o##PFteYy|rin~$_YmlbpJO=-J?<5B6@BpO*A zy^iR93T1%WQjFO@8l9gk1ICPW-3Gu#xvH_$e#8u6ubQSz!qJX`F- zIdyrqHko)5@tjSG2N8{8KogyaBT;=#7=e*kJy&m7#xZ-T)>g(IFjj9liWf{CJ3$V; zXVlt+QWu{&)9>v@ps#W@B}42B1j<|LQLP`^5K!}%X{6qe$LsF69Bt+3;OZs<6VO&8 zjw@lVnc74qht8G7pgiNe(`gn=Z0r&kpcQHMgM!~A(DgO#1|>^%VjX%<5uV)Mz@acm z2OuUYZ291_pL0FYo%1C>c9x6@9>|oeVVoW#IwdqV;9v9~b!;UHJekuw*AKMf;!RmA zr_dVN981yW&RTsps#;KU5s5DM3&1zKZ%A;Yun%3A71 zr<(H{nVXUpJR4rrm*o^##iu+^7?aI0h!)~$uSZ08)up6RX;c`PD}5-qxM2J17Y+9~ zLg>h5qDMstIiPr9c+u?2WzrN8H+d8;m%||f0@ygh61wW3>Yyf2vz4Q+Sh{zhyoD#J ziWZ`jM~F5?QIJvxc0qaoOZMl(EPaD zFEep`n~vXd^D~t4GoW>JE-KhMD-o0821?9|s(e+{(!wRi556{dj=QoXHDQn)iKw@f zkjM^d^1aERB#2^G4oZT+z@av~jg5(P z+2-_En&fUW(S)O!iHOu&isJh5%8KFA%NJ*A%LeQfGa}<@DwN|f&q7c8kZO8SNqEL> zXxFcnkxDhJQVeWs>!9KgDzj0X9~ncOdz5oWn%KVZUtLp59FisHj)z?k=z>jTHDiyY z*AT}I(x(kIfb_hf<#u1M>Cs$2N`of72oEB2f7>r zi%>$D9Wg_z*D!)Dlt1tMaS#J$=%TK%zQpbhGTfX5RQb#FXm61)5;UJ8!MEsD@YGv- z_8+*{4Nr{o83B*J@b2iiXC7BR9c=MDuOQ3pi-6da@IEfOZ&&E(t~%ZnchttxnBevz zds|HS=q`_?0%MMkjd{*{%RA84J~tP^8*DaQ%CZ;35;i6`1h}tDPX(aU2BwjQCK|}0 zqNL)N*qbFLm9B-@*sIRoUN##lGsMnJY7f6#U(sc?(>v|;hs1|#!Q9~07Zoj9FRJ`X z;n~;DVl~w!(LL1KeWu6TYv|if+4%bi@*)(rqEB`A^Vz_r+ zL9=0%*-lS)w`=%v91lRF6E%zm3C}5*jtJ9rwWL-j&)WLjcf{V0@rR>p?slkLm5&M9 zo}$i(d!*D&%$A4~ib2>Yz^)JCfn%Nc|BP95Rx}MvdZm@^C(rSLeWY+m?U2>P6 zn3kk*XK$(h7O$r4dCNeBGfa0Q8sCxs?XHY8@^(;m{Xp|ucsb= zRvO6#^WI14yHLRAA885HR6XpGCP_z8s+*-y^^+^UIBlb9xP4XHvupv_PJxLcZJwHG z!aYB-=6*=jv#c>(fUv0aY6LVng7c>NbbAnfuH%Yf+ufplL*)FkP( z7DBZ0HPZZ}GF7trp|f51W2JSKdAyp@K?)PGjaixL0``^xLM~kD(xQfC6DYd;Nn=>N z##cpj=Z%SrEczDRFg1@8wAztM=NWhr7!B(`g(|&Ty(k;~*k<3*R9aocyJGKB$nQAm zY^YG1j#AtCxZyO#N~vo9=}p-I*$iftPAiPQke$|u zp(NKpvNW+@I)=)7dpPaYPF`sM6ywyy&T8seY>rr?Lz=78m(2}XsRWj zO^XY-fF(FvJYa4$f*paP(+MtrC>p{~(H~a)er2HxnPa7aJk&t^B{^%^M+?A$5lLJM zvp;r%-JJTip~<2&_i)OXj-pkvek-uKKuFf-{YK?e%%@uY*gEeRmJwDKcH#P6#1dJ% zgg#WXnitZS31Mr`oA(?LLH1PYHFeN6(5qU^#3&>^n2l~Rn4esvPaHv<0B~fdu{zUvvd-t%V(*6 z&fy+7Wmcqk1{{KUP&~R4gv&#QWDp%13=Us2u-J-kErxhlW; zH7Euy^ZF+*r>TR55jmZVsezrfy|u9exvI6DAvrTSK#zr7>DzlYdL~9JhSmno^yIAa zcGiZD21a(|be4Jsa*E_CMt1h5)>hGb#{A>C?CijM_~j4dv4fxN&-Vdf;{^VET>u9==P&EW!O8QhjQiJT$;os7 zDgWWR0Ps@%A_H;!y7nM0o}bqqyz=0j-=D_g;ow+_uK|f!YjhzQv zMCzx09Kd@rvmeg|aq#?dE{N@y`LTgOzpNjS4V+Bv+P@K?jP=hosIh*?DL}xc%OU!lZ>4MOi=!_>|2cD$8*8; zvwrEv$-({e{5Sw?fBsH8*y)*C7}+85^Mg~xOs!g z*u-xKqU4(7{5;?yeMUe7pfR_Rfgzh7fD2^Ar3W-H)&l@IfyQilf=K_q%l9ycy#x3M V@!PKx2LN1p8;OQSOimo>{{iz6KiU8Q diff --git a/_bookdown_files/a_new_instrument_for_microbial_epidemiology_files/figure-latex/nice-fig-1.pdf b/_bookdown_files/a_new_instrument_for_microbial_epidemiology_files/figure-latex/nice-fig-1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..cbe8fe90f9037b689a8ab73202574bf80abe1c99 GIT binary patch literal 5848 zcmZ{oc_5T)*v2hUrXssR8A4PWV1A<33~ zNkl0MkzJNSeKVap=X~dU-~9Jp@4Yu1GvcnjByX`a41HKM9mLN;D3MA^ZvlYhp13@*^H3|1%wI zio|2Ra0qfenSa%z1pFSy6(q)$;0A&yNGX88Iw&-Od;_o!nmimWBm(P=}h&l^$h@6x;rNPW81U%DfWNA6o6+ZM_FxJmJ zt*PnjGGg)#Bh zAMIwQ&D^QA+2p(=uBKo97Q?E`L@CBK_VRX!IYAo3I=OXntCz`a~MGQlt zV`{cU_tiCNh>SBCmp&WpghrlfIW-gcLZgM9&&};aQ*=LoX;b%`$!QC}bf2}5_ZOjRX{5~d@ zTHs3T3qHoz(Ml=^=X=++-vfs`Dsh}Uvm?<=-h?RCm=dS zAhU?eZO&}_T$|n3@4I#&VDAC~XYU z-BpDhCNz#$Iqv_E=wv5ue!A##UG>m$?u-0&>qxX}IZ1VHBlv7dLtFtp2~EO)!On$$ z*viXxM8XdACQQs>Rcl?vzUD;IC+??J`|Cf7CZ4#IFj+v}mp%BEQY!!I``t&pa^drL zAqRHmRxF@QDPaBUywkQftEz4rsnNv0%9AMtY=u8#zaOFrTW~JxJd`aLc6=rM)V>8s zzoalfizm`lr`Sz>UT86tbZ>tUbgU#mIyw$|bOls^*-Xb*nInQSuO&OyZcn^>oC#kH zaPK%y7dmTS^fHRt(3~k{!@1~EcF-~I`d73^Z8cTB;#@AWNMci9cH5mbAxi1}f zL}pG2Xuj3PmV(Xiem(KU^E}Ux7A`JDX7YTlZ90)U{-I|7&`r+=#1qQb%xQG~P8KbB zS)FI1dfN2ONKye|K7TnAxv9w*jiI`e#EZ|$;u@l#+LnG^%BvqPLqd@5Jg>}WDGiv< z68~H_LtCCgEG#zGq0Qd)=hli$v3b#!w=5>1EQGQc4!NN}^0DiBa;@whv(&|?k)h$P zej{%!2NMQ@2%g)0bFt1Hwr^@CQV_b?niKhW!S)p``-O6@jF|26>*}ocBerl=z|7Z& zC%DLW9-5es60-kSrXS|+vWuR4i`mKgfSxh|A7EDKh&O|bNpH(e2Zze3zKV$+sa@dd z?tm+57@F9|73q1I)Ej-+H#atmij9Nl($be*?!9255x96Y2Gy<4YmF5L$RyfvNhu&6 z)szIK(}BTb#Pr@8!W?8@TI=w0;!oXBbaZ_;Yhg8%xTMXBqTfdBO+U}_oVD&5&&iUg;Mo^P;X5?6Eidjky zhhhmtf*~F>$M#ZNVeVB%5x7t_(WU)-e$Jt~v|~%8jI8b`%Qx|ymJ!GnFf+O!{nq9f zEYRnjET^bUS-I7>$Nujm7z~m=x2I^t!RFk0aLI#kf&L4&dgru~yRhdIF=rQUR^fQCjf)5Bb^Y4mA`yPxFMy7UPK|+ zgl8mR(?RiVkL&i~7p26`dADk|L+ciXyIt(Ii3vFkJx2E1fw@!jVQ;d>EXK=ky%X2Y zWX|!WEh;{G+^uUftCeBI67RW5H<?L9`mn}2-h;ITUl|B_Sfco>`c!+$Dxzc%GT(|$+Zj@~+FB|$%+ky&Ydekten z!s`6H&yRTG59`Iai+S5iuz@kvHSmU!tO1`AXxOVw#p+MrCn7ZI(m8Vi(yy_qgw1`9Ey z1q|=bRjaK&URzUDO%uz#wKK{W9Q5qg_wjenNW{^2(#1AT=CVb?Oz^X&R^2n1Tg$yO zEK(8tWM=sF`Ta!?6gc?vNS(#Ff+!Bq&nR&tyKNT?ER96E8`yKu_&rl>vKU?r+O-&6r9_b8{ zr9|2PCM3$!?>kH+^^7br|Y_WxuT%9;LRm+Vv@bF)c~ zsKI8rX5*wYF)2gtZl*MPrB`-o4&gehCM6=D~NaYk}j9RQC?U>0Vs1VhA~vXT|n$ zp(8pz*461a^{I6#S~S%M&+2Lojy)Zkbee#PICMJe9%pkSBWVBN;;33&8`TeDN`tik zgv$6q+`{JGq#cm6M_$D;OQ_DM=fP7M!vQJ%0RihU=(S}0rnqguPCAlFVGA0e4D7`Z z%p%u6O<$OcS72$0OLPKqE}YnFfVK!D!U>ln)jP4DDuDr4WvN7xrX}a`X3l5{M3M+J zOk&QD>Vsa7`FpFRqb@ zjKP|Y0fVM3@76xUeYcY3lL!z^2RV$3f3eof?txj){ZsSAs6D>p-@VRpFdquGM1xbb zwR(%MfUcz0+IF)>)1_-fs_zjq_L$ng7fv>$-g&#nJd|ohQ^e1$9(0aMpl{@CI42iXUMVc!ES>#uz8<`4`{Ksd?&zGfWS(8z$OwAE>s)Oi+Z zS)U(!`kc9*is=I_%_WiOV>g{3AHvw~QEP!X*+Ob_xl+Q)oi3Epd*w3Agv)wz5ke6k zWaN)ahW0ugo2E9EV$2BJIb&uy0EuAK_F>lHVAx#ZE z8g}*NT+>qChmlKpE{nE{A_VS6s?(Zvxh8HbBzFJf=cO2m+iadNqv@)hjO0%wL~yqC ztV8AbB*W^S-}j^qII|jI)SmW%*$SW*TEZN1hFLK`R*IS9g^os|uOI_6|D$^>g)}Jj zxA)E!@-@WhC6;vCve9d6LyWJaoP5Q{etR}QHSb!UY{5g5DGHBB|JnrAdY;Wn@{ z4qjYo^@rj(?{duP4&0OLXvkB*tuwb+ZqX?v1cslVC3rrSceGQ!8ZGwH;)9Ln1y4&) z)_UMGmiK4Y;+Q(N)_XUQdpZG3K_}D_i2Nd~aSV?m^fWHQCGwJnbmR@{4SX*NvV4oa z`qDE$q(0K>va*)45wB2-kcpm)psZ-9AioFy%7tu!cLL3zGLVIu#` zg;tZ?i&htpiLA3-6B`pDT(mRsEsnO7G2b?~`{O}{Ri3ZbO}&jW7Ka|aJLNA;Y>Lba z24r>EMKxHr@ETF}n3!z+8vPvo_*XaCMbGB(4AU-t*@lwfBrlSZg@lEXMaz=# zYuVRg4=Y~Jm->}%yw)Fk`&wu0eVO!F;MnL`U71hW%&0o*0V=}%(~Ymg@{cwMj2;QS zysKGB3Q-Hw;}Niane#H1ZmXlbLs{b^O~Z320AF94K|(h7=QEUPoR+jo%u>8>Rg_{Z0ID`>*)#ZZnX?j|7j-lA1|o z^osQS^mO#)^mV5*_(3KE+bC3 zem2A_sG;;b5C6$ivej}1kVg<6XjK2%KDzm){wRqdj;kCRvGlP#S6D`q)7#O=1e+0w zaEX%=P2xmrpjC&hNA*%2$;|_sjd|x5*cEx5)y>Rp6tVTFJYC|=)6Si@cAIuH4UZPQ z2Lmy#n6A1hgwJTs4ZiEGZ7pxUhldx0cjxuPM~0t6hAYQ6=wmwp2oINR9}Oixg>rAj z`R(z^HtVke6Z@Q;#ReG$vAqR;om+cb+zasyOAR=?W&0w`sXDE?W{jziy-&ie@B><= zK&BksS|4jT#?TFKje5!ar2JCHAdf$3xgLogSd)#S`@Ye=J0Pgp8lg+Q}FufUpC zy4K}<{{r>`*8I!@$1dNllrB9)`E|=qhnUf5)|Xygh`EBf%-Ir7lK6Ckr*fNWp8Q9W zz?`;Utfct3RaVR19!rN%mXI#X@Eyn`7gY4U4d3S|r_bh?CT^NP=P*B+Q$i{kFKW4Z(r}8nBdQ|YtU{ZX_~53w z9&<6n0kl?n3mR43R~=Jb*qfEMVkavEV1XeuCu6IcI%FmX$3k9eRXIR2=2Fd)w}j;s zclB~`IZ{}shRIFC-V2+7TdfYEHf{F9wz;-Xo;neV7G9Aoh8`9@^0!>BkhD>0>BRPj z)<)E#+=E4GB*no24U#VQMv2#kGx96H1ufggvd3t5$jR2DOQ)jWicHAYqgIO_8uA(V z3UL~g8;I%8VCOL{d-wY-?>h#*O{zgY>B~b8UhBK|aeR4dy6&uqrQ{%(Z|YoCGyXV2 zw{rR#hrXs;?;R#mg;@4 zr7vGTjUt*2{MWMXsNl=N&#>$0p~Eh!J~c)0I(Ly#RW-r=P34@El36i z_CR60@E`?Q@J%l)0f|Ps5C9Mv8L%^!Y$)RKC=l2c2lpm3E*#-SL0tq2hw$=nK_h)Z zU;+y5OqM+02pkpz0$;}=DS_lnI08X7`~YBQ6uA{1g$IEpF<62#(gg&@{X8UsO#Wyz z{2#iT7seHi^YTE$y$B#M))k9Ex|6%Xe^$m*$ld-QPUTP5{|(}QT9rRH0kE0Zb;3{Q zk|L5 - @@ -137,8 +136,12 @@ code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warni
  • A New Instrument for Microbial Epidemiology
  • -
  • Prerequisites
  • -
  • 1 Introduction
  • +
  • Preamble +
  • +
  • Colophon
  • +
  • 1 Introduction
  • Published with bookdown
  • diff --git a/docs/a_new_instrument_for_microbial_epidemiology.epub b/docs/a_new_instrument_for_microbial_epidemiology.epub new file mode 100644 index 0000000000000000000000000000000000000000..b76b003cbe83e3498ff09e3190932f7caa8999da GIT binary patch literal 15830 zcmajG19WA<)-@Vi9ox2Tc5K_WjgHx2#~s_YZL4G3=6~+}?|t{X{k}Ke8KZKNb85}K z)?BM9dso#|kOl=q1p01@>0oN;;9z5EZ0KTX zZ^vNj;A%wUW$B>sFH5L@S|U{{+*AN8-T)09&}79_gyV+RHmn#|;bo~`pNjZUZ#Wt4Hy6U(uXjU4oMf=w zGU%X4$FuU=Lm$1W9vv*y8coNBz9IN;2rJJqA{4BU{z6R)kTfmlBzCnK4oF(mQ67h4 zr6D>EaK%91jS{&A6J|*9(D-(-|@M-JrOuy8n*Pmi`~~n9^Gs+1pz?)0e1Oh?=L?EW1D*VsvnA*9} z+dG&QChOW~FrtQDz0uHKIe~y$E+K@dlt1R`+N3vJnsFo>69lREOt8z|Ub)+R7s+tb zR;5z9-pM@jd2ZCyvB^kZ52}@F2AACnMz#n^DbvNcA6^_j&eWroN5{k9@PUV%PJ0?y zSwe4csv5`oW5ZsXpo?W)Z>E`$$+VH2bYJ(lB>j6lH0pWE4`N#qkEw7Ccu4%#TbVAlFN~|-_U7lzt(Y;JRyHn@0n(L zcYMy8CRUuLBbIqb%l+%5V*g#o#Qr&G!x-;bt`!^MxaR)eeV@i=7^OJ-pyIx+aIc^O@l_Ld)@p386AOUsY7q!l(FZ5q+ zaOiMV4H02jGI`|S_+vl&0xfMew}JcUlH@0y^(U_P(YQyFo6Eq?#9N$Zf_EB?q$NX~ zDNE*w5yl}3cH{rJu2c))NIB?Z{1Kn4oY`X=OGS1I-fi|q) zeqqGNUqSU0J*(2afS>ih0;E+%oHiQI_}B$C7>9d#3(FuVri0RAl(I|Q4S9I$!4|no z+!J7DQ|(ILEc~sbcb`L6dO`VQ@-A&x^?mBTuG2Q|G;0*xJaqOdJG;kcHuM!iaIi_s z!O3!;gZTFl{PwqFEQd{C+5OCa`TsR8*0w80#({x=RKbCO;Ql=>TXlR{5F{^60-)BwZfJrFV(mF zMW1gBO^OYKS4ToJhu@~5fJ9A3`#oT5OlH{(MB`XmDRudCLn&yo92IN~DC}e_H%O5) zqbV)gdweUI4dY0Wx!E%u`tb{B27sLMT+iZ;^;nOisxm8+5%Vf*kL8%HnW4d7Rix;X zSVLAXP}V5C4pEaWJlcLZ<-AS~eMd~-9o!2Ad%k{FxJF}EjE4L&of|%pHer?lR!u2v zDKD(5_oe+PFtfc>x#5-Pmg-s)^ymtVLCdKV)-f2qC4@pWvL6G!8^1144yJ(d*NV~G zax(rHw<_$poc&|*EoVqWuk%g!KJ`>{wahp%P?k6S{%l#DBBsk> zb9M##$xs&z z2ngZdNw+g}qxZ0Iv9(E7>5ZLdMCyE^iEiy7a-9pxQB6Rjh1~^G$;0I&;>c!S;&wCP z$#}fN;(@j`1m9JPyUX61@W{^C!o?B8@8Py|5vuo;f<7LDDn$hUX!8BtQN(dT>wkMW ze)0Hr7`xD=*n$Y#o4i^hcMe(Bdh+{rkN7 zL<2qZa%5OXP9mbc<#$k>Bo^UY2wn=+$x2ZDnW?K<`o5{3hw!NPK-jcTLrO|m7eXY> z2U@9C#NH=pN%kY=$DMlJ+zBoSPk2$<5o~55G1v_GIXe zv|;6E-uP3|e-<5E8T;4<1zPfuw!c0un*@w`c$a7v0_(~IA^qGMxC1-1=}uZDdQ$=xElg#a9?ZY#R=Zt((qxM$qi zpbZ2nK5h#&3bChfkTVJ~t8rmN{R><|;>WOm#9tLeiTR`A2VmML0aOw8zbnYa)We0r z#nQ#bRNukS-1J}7lpw48hY>0C>OHdZQiF+a#^jt4Sg8n7s<;p`HnOv6;ncdo74OTN z6bFXOX>Pgx>axB3^wfg&y&oyLo{c674YVP~I{Cu-@$Kg91;ee8ubh8_f1Q{AW90{F z{yZ1MPhs1NG}2p~sbNRjq3IA8mPDxgU8O*}y6gl7b{+;osSCN~B$Z{k`k@3?{uAFu_`TavW1;$d_RMv>l?6i(xnO zJjasw)W`Q3AcJSYI#j1`BS=}ScrWHD%C-BIJtHUlXsq)m%Bj*UkTgyT9|$1-t%QOf z!NIip6SzGc4P2k_b0}pHu0V>qi?bY|DvOZAyne)mXweqzTj;rfk%%SZRYWT;gO?0` zWBAR-q)s8NJpRh?`j`{?O*OV7XUE8Sj5|r_J(GdCWZD;q08`obK6a>P;z=X(knB0t z!H?1u%qF4|2_Df27IRI0BO?)41Sz{ zr_R~M)5g@9;s3r_n3}pU(HlEEyDCfD0dlu-hB^XLyWrN| zuS5o{QzxiBZcAZ8-bX}yfYogI#?^l`S3B{yKtv)}WT4(fzGt4SJdNR}n}U|dk|wSb zvcchxC##DDnU1RpwWyU7or|T6B|7aYK#T?Bw&t@OSKhyNjXPa{vx)XmupZ`$@KU{)m9k^fQ|OEc}X(9^`wRML-+$m+-} zkNP21oVj46mteB9d+1qO-mY?tayozwDbOX_(<+bDTwBAk1cSZPGudi&{uh&3NH=An)v7|@zKK{St@JRp&5r! zVOvZ03Hskv#*(cZ2m_cI4gl>R&r|=r-?lY1u{2~bv$Qc~q<640Pv$VySkSMppsjJ? z=tBmXJCJI2`4L=F;UYy()kulg7n$S|!5SX0AC$L0H@C5Y=YHeA_15*&|KafD={G$! zk(S2dI~6fAt3*DK-{0TUL#U#vxX|ANG?6QyjYOWV)XXm)8WT5fN!=X$c7ldHLy{9*3__UqByna&kt@3BaqbuWxK@Y-s3lyBE~W z%?$woK~8Qe43WUe(b3V_`R@Aq`u6tr=H}+^4i*Xu3I+xS8X6iFHYz-v*Xte%B#_td zT|-4h1#o#C9UXuNN=ixqC$zM*0M}4cQv6(-Mp5x*G?4=E72smj)YN5VWmZ;J zr>Cdb*x2dm>45%gYir!x+-+@bUS3|Wudfgg5c0qI*;rXwnVFf{+1Z(xJRi@~N=r}f zj;8fHJZ^3eq*+*4C{bTe7ipZGonc{N0Ws3h&{$hrz_Y=HrsD?c|XwuJOX5bmzS5Am>A$1AQphz05$RaI42_v7Jg89*Muuf?UMrNza?3SZFE2MYH$Oi= zdwY9#c6MfGX90YTj*gz3oUE>{zP!8)4h|k18~}oOczBqcoV>WW5FUi}cR}24D@koJ zHb83J@(s|R`c22gSdy=Tb^zBQU|ak)qNFj~OihD1MkKOufWP#Pj;+9pd&-37bos$u zftM_?RL-Qp# zrF6IMs7AtLnwV;1+?pJkH>kzu$2Q36q5Gj^m#L*M1UEg5a?7K4fRt?JY04_h(`8O9 zlod9tS!sQQk%r=2(D%CS_i(H)I<#Sfm!l} zQ|Mr_u!pSVWRCldW29?*tVer@yFAKXogyuIF!=M{7rpN%7mvu&oS90kQcc9&VUsEJ zvx2n*BY5UmaH`GLkhPFWA?7>SFysck(s%eyziq{Xlyb#x$Y7U!P+rdHM}-;_x^G^` z`j&%H3_Q~j2rlRh@~|t5ka~dxIOfO?%Gm1@GuWbS@j;$o{ikH!*{B+b^&SPI;Co{H z=QpxDKm2T-dnAK&bFc`EcJbGKWVVX#CYCQ8)eHTOTRiQ&3hbI)>oes%CM-S;Yv;IS zKYZ9+$+0I;WhlN}?ZaS5Kn`X~Ce4Jt@Rqkqj_sed%|Olkn2=Aa z3z>?OGl{C3uNK1xy{9w0ezVoZj9?cI7tvM;am?EEcT0xD;4N~yJw^>y$(=ie#xw=* z)71nKP7)G?72EiPbY#tmy|!G26H2g9GLQK;(8ngTe+g#Kp+j!nmO_pxpAYw&L#v{CQ`s z{PBW7??b?Si7W(FM1*i45pCG>)C)P~PU%;X*Mb$zXyYSvp!nl^G+~7}8QJLE%C2G}9$*UCa-IT}3%D3rfy`>a3*&|@u{;dUN z&b3>e4h}}Y^ngXtwrV}zZmZkWCgt~)0I@72vPak+FFSmfgOh5NL5!AxKFN09&~N=q z6I)IMl{d;l(#6giywm5A61RxuI{cK{?v)V@z$`$WDN8g$LQCIY*PmcUMCvAE>;!+o zJ&LMCkdM-ktB$vu8COSf?ceO;)L>t5dA=F1-q>fPEczSd|C&oL@tD zK15~=n?q*>Mqc(vH?ZyhAjEMm76^`ElPq=_~BuiKN{KR|1YWCD7R%7?Y zQiaCH6KE^&*2M3g#6FsadyxBB6PPwZW!rJl>IkS3!?zr#VIG+Ki9o&2o}<@k?#;9J z8z0fw!3CvGNA<`(CRwc&FgrMjaci?psSD$R*#91OY;3Fs8O}51Cq{qaeSYd zh)Zev4UFgUbPysRsv{v6|7c}J=VElXq>u~~A zS6Gs6E12jyScS`IsBeL}DEjeRthu=dPS7=D+WQq4UPbmIyWzvs`H4#rXD1`?NUd^1 z`?le*LBR#Rx2y4QLi=#~%B590iLm0m#$cgkd{>&6jtgA!+!jPzt-GcOr^Z0@`*!f+ zk^Ga%4ONwT?h^?FXqz`6FEtY`^X+7;gTrMfI*SApMs+9PLZdN*XdmM_nys1b;Q1^T zRad6sX+;y}Qa^%}x`<{5r{;e0%@(>m9y9_&5b~7?;Y=JNaJb@+pn(c8i=Gk8%1(lU zhT$frgtoE+jVKJj)&t429m+e?bKWgzt%@NNjuZ=|!DP`0+BW;wgeKySKT4Z855vEO zy4+8DJA7d-IyrRlyw~OWr+)ihZOGhF?(}IX7nQew4~2tk1~T`QgteA^Wr3JkjI(Ns z)DKLhU55xLIWVo1MZSgneN%}~T= z$PUSQS5W73wpZBPK_a$@Q?Zvukt();XVdRM* z89Gh%6G+TRc6Z z)V1AJnmAvRW{$o}sT7?2V1=680*4S{i60aLyDU~;XKOhYVQnoZ82)o?AP^_mKgP~T z7S0x!S5`Idbbu)SnWt>(G5)E~)!$Ltq~UGN==Ka%7#774fK z26#nFn|IncBU9t?oc0&FIIEF$P8FqeK=GpVv+b2k?Gh^`3i`VIV(=udkslOPmJ!n)SLe-gjyAvgL%8 z-UaN9Q+l^lD2GF@XrwV+4;D7$DJ4VY0(xjAEy+G8!Sd~4gq7LYAkhLo^{2%Q^Ws#A z6(IXJ;BaAcR(RKB`yk|oY}i0imoX!i0&ajvgBumJteT>VPQW02?c+ztoqYAen^-1Q zL;rXvmBbmse_91A^-_e_-K4E3k6rW7E>on|6?mHjUBE72KF%Km_z?ye*NcmTY1V#g z?MBru;!jSP&lV6efc1BUU;M>py_m<6lIwT{+2p^IG9=lF64ZrC!*5EuC@wfVCTq6; zM_`4vq0A@xo2krXcar$8#{01H#hxf#n8LEk$K8*E?w`iqxF>Y7A>Z2CuVXUpA^VFt zW;ob2WEOO02Yu&F@5qe7r;U=vj=P*JLINMRFEKF+MbdSxg7C4lKqPGZ@^Y^DkSfKe zg1N<0r7rNxM>&ou52f)RrrqJAR*}=`O}-#`LqB+>R976?abv61w=alzq0<#;dI{F@bb+8kbJ<x<}#*fHJl{q?P-&XKnq4C>`*>sl>)OXt27d+y5969QMw$sa-E?&;FQ@>je z%=f$}*{()94ogaSM|39-_BXSbHZKK8po6&{!HGW8SA8Q+!uQUv-G3Z1ju_2vH?E@@ zG^Yk(9asnreW6Y>>+!XmZ|Grtv3ZEZ2l;^j=V8x2Wn|m$6|ED3De_2H#SB^?i3AqW zBO$Y7#;pe?EQw2|&caU)`@}S&rsB6vrexow4FM*E#*IhuM8Gp(2z0V&29My#xd|@B zqzclViU);`(q9{pp>@QHK_C|rwI>YJGs&-S4X-A)FrPz?%bK@qx&3GdCV`(-p=#F8 zH)^!oykb#TvXdQ8gc6R#nvRdmr+wY|{y|K(qCxJY5}sa6>OHiwba{x(Kmm1nPjxq| z`tgyy`TBx^6u8DLvDbDveb(CsWO9mGnu6-9gWx)He^wwR477sz#gx@kSwGPXyUGi6 zyQ*0taC`azg#han$Id2#5oTm0#+{I$@+77_Qh3L4{f*{nwVaYzm9~b-K4-hK{`zRt z)Lh;R-ruj7eZUh9NM)lOu({d3Pa!xh7pkmUDI zl7?qLv(e4#E7onrVhTEv8(-%f&!yof1HR47L#uT+aTjikmnaA zR3p18HqA`L)pgpq4qO?S+6BoT(IoO93U2vr9#*SOit=HMHzt*2K@6wVi94!;&${oP%L?DWuYZ8PP<>FZDnDX@&b z`|;WCFn-<{BMCK-$g|-Z=j{CpSIOKOKPmxojZW1Km9gJ)&CXJ7h(UcCN{7(D~q^SKfK~wWE zxATXl&6USn6OXz$0iH1 z)}+78tFM=;c<#}B4nW-21Rci(BOzKW#Ij^jnMH5*|sAnXVpD*$G`IF?&*T*96 zb`A4Pu#Y~-KH!Xi_Fk%R(1sQs`Qq9J{f0lZEs1AEP}_^z>Enqnk7c-IDq8nEl!dr+ z^D6BF;a1f*9@B|HM*UpyYnXllGw`ACoIayc*z}PerPJdI)9ix_1<;jdOWKm{R;gDJgfbb^8Xx-)lNtHC1BqL4KqqYZO;Ske*tYV zZ9AbMZ`YD;pFd8@l>Uq^&a1x;`Bdub8%jq}jTUazHToey7&bNOB-=vP1kGk4qlwch_cn-!5M(R=fD23C13It-cQV!sP{`` z`@rqj*XuX6!<%c1*N;_Z$K|HERE`O8u1Wtf2v$5%%#ZL}=<#HOG?}ikU0Mttn8yo} zOnq=R9UZ)Cf#~a|gIb2xx+3qpyIXD|@-F#qD=VaDwWAxkE}7YGo$`hp1=!{)RFb!9 z2vlPT;f~zfrp)=$*h@T8RQ0n!^A6Kb#w$r4flLoV;GF#{bXt3$akZNxH4Yv*Q@Kh z+G0)c1bCIyy(+Jds&lc|a1iX0Y9?oeoeGSs%fX@4`o^E~x`g!rn-8!q%D7$1z6xCw~GBMPDX;Y3(9R+$d^`WRHe5(Wc|R;=QM7nxRqNKktdslNIOxTPrbR4pwUT%7cGe`gKN$S#gep(@cz^v{$|dR7!H-<| z3}S|`I~#7)^Ltm3*M27(QSwjIiCc$;FnG|imUaVIYpr~yYOW>-Jnd6z7aJ64sof*{ zQ2t+Ma$y@4nw^<`AM$eCP<%z9hv)>VX3iT%9|`d(wbaly{)tf9P4(k39!3=P9HJ5G z@^0&*=$|6Nphxr^5XEOV-oQ8r!OMNzDDE#2MPGA!>bq3sy8SLc`CmRVG~eQSc4kEb zMe0z>I_yr{C)DukYFYfV2wpmrKQx7;ux@AqGPBOkI`{@ft+99fRgS+j+rHvLgo$P* zUWPHU4+BJ7`CJQ*JiyeDlF%7umE#gC(%BW=5L*nl@)Bn1g}ypYUK^^}?5o2pNGtb& zANJ~Q#J+v~ku^Se^aADg!#Nm*UnDzn<7R4Wf#{SP@Uc{kSYqSQ#M4X1r=N-LwYZZ2 z>jy^V<}!-(Z904C41cT%@xN*7>3?34n;j~OxnS2EJKp0Gcx%dIxg4V+A~-qAYqh z#Xr@wDhS^~3i;?KHDrN#Y`tERMREy5JVG6VLAFdKm0O0Y41DQn^39{wuiJCNqnRqm zz=uUb;&jd(MW!X%h)jM_4)bh^iBem(gGJNWcupl*%S~Hpc`>;e)`#dUT(cx zHqJ6zRnU&Q^29vEcgy>+(4dAl>oo3Ig&cACzX{JN>)asW=_6+DrAwAFgJrSb8tSh- zh$lSFLE>h)y-p!2SjXnd&Q5HKK!VPU&DSF88eF{v1x~5(qb(^zK1F>Crx3&~+#E$| z@;!X;2thgGFvn4)w*py&N@LJ6k|Z(O+2`{wJQbzZSE_nFhc_|b8qi-B4-B_Elh!0D zjNofeLlg-c7iV`|0K-ON(=#gl^j#kKvN4U$7?}K#-Nx!y2jUE`E|V5h8qBY?UWlTPJHhX;rb5cYuNSX|sJ^yW`|2%}e>r$>~tTCJE{y}NnNbCCT`!4R|EF&1m5 zXObxn-RdFCTCR$!qSgnAcBF};UJ?}e%#6tDLPg4ra3GDCHAS_}Z zle#~C9iN6RQ4J`#R_M*i2*LifN(I0JYp@~&W!8F78efkOS2SM5++M~a_qOl_76-hY zi-qpeG5yupbgGqEj%OFm)n7BC4{sc-C?ZcXCP0aEC)wAI{8^vuTnq&WM89=(-nm;- zWhhp6DRAnAY2_?iKlq8Q`ISt1)lV1#`48^%^!F9a7gXCS zN>Bm|v9Lb-Q={6J1 zy*&FQOh=OMc$vc0B7?Y&AjGp_r>Si&Qc3M$*|grF^wR=P|2;!$O0fAf&J`NWg&{Tm zw1WE5fX{W}j}_Kl?z5LTk{`~W@+5R1j6JF4ED}H-ra%xAq2v~#m8zA?O|h&-AE5w& z`)-;>*ogS=nL0lrnst2{YKt5GtYB>|Jilvr1#GD=%SJAmz z+zrWDuDOJ(X4<4Jc3^>&AqejKZcPBoE%*AYR8lGhQLFJXCTrrH_s@VPc52^)h`p>_ zY`kVTOkqDna7SCBri74r%aT=cT6Ha~QFT8XArsPyFh(b&We2ZPqv9k!&QvMS2uX;v zG~Jqp#Chv`!V1PeqRQ|77AjRD?Vr)E6AO|%tz;2?#s^-kEsB_O8$Wc&u&(_eZbkz0 z+L@^$QKXlut&wXpby;H!MYRZn_c4z#iS{YnAfaSzUMIe|s@Nk4|rhr@CDu zR9$-<*sW6L?`NiJ@im~5F4Sx%g2tT>VnWr}O;}iN3xyz=XaI9!{xP1Ou z_5O8#bpK?x|NXQ$itM0@_WFVVOxd(p@luBkAI_~^*Z--aT9zFXkAMKtu2XJ-GN!eR zBaYQn%l60Rti!WY4h;_LaLBcv=3qHTyn8<}pQkV@)he`~)W`*m zAWxU;j{)L|^=mimhqoW%me;E83y3h+tXQn^^6cCjiSmByJ_AQu-l`6V+D-PIDSa`7nV@H*A>#;d1LIDX%V`^qrGUg7c#y&7tgL=!C-g}SFecumeNR72di4Vs7=Qe)n zk797NV?3Z?Rtd|fbIr?TSQDrj?H9Syq3sOsLe6TfK}$DPQQP98vU{IKw|zz*!a-*_ zQllu&2uI3To|zaygBNLfk)RYQ>z1o{$aybtS;1{(>C-VV{Gxe{H$y^*3$4y}w}chr zEQ$V%CZ4Hdx7S3akCT{8(SbuRSEplcw&w6~9>A@DadvAE)rT#hIw zPgqh+WeLjAi<+p3{;A?fduRvH^oHb*QTc z1lp>>O0|))yNb8ejyRZbcYVM5do`RFmb$wbVEL2~;F!$|b?W23 znX|KQ|Jl;bRqJol)(o0hf!Ahfh6sUOxP0C>M&GmQAAHcK1v343^#>&SXYV{50|Q_1 zW=>yOu7YVVyWVGQzn{Ke%XV02eRqR5bUrU-1T#mbtB=R@ODc%)z+soNRpc=-V%p0( z@bY`K+qsFZs_*E9XRc8-=Bp&E2DybJ(PhsGlomBr$`~KZuQ0>d_%uvK+}ldpxp}rL zM5YE7uKnur{W`*YIvLAvW(-!prpEm#rivAcVX!5^CZuecZ1|z-O;W!;tMC8X7u)e< z7EjdGNQ=d0`-By(O#?Wu2F?UGHJB!|g zp+@=0dJ(OzhKT-RD4afH2z`Kyoy{48iez68>A+(+9mnrt}XOlGp^Vg|;ivw_|0L<54w~T47?DCa>*$b8Gf1ANr{_hMnsip0_ z%ZctcU9G^wroEwD8xy#WYv5MQP_NtGIKMc0zrZ`z1f*&+PBx0xig4 zxG37W;yz*S>%d&Tl!!9}mxz@*e1I~`m_8iWyD>9Jmr}<*xrNZ!UR&OD112geTzZ4yDO_|BzxQc7JB438<&JIWjZwir z=EFn>3rhB3!0Z^~g&l1(CJEc;GwF;Qa)QWPn;ffMsm8I?nie}osXupdyAyZL+xm=BDXT(~MqK@+^4_ZJ4$Sava*Y90E)@h9K0{-@;S0(IHd!F0$9oQq^(A7O8 zg*EXGvo!O>S6gRTO(kXFGaxlhwamP#~|r2WYL0&`OgxCe!sgiClZSt)A(#<0?6&FC^HokY=R7^(Ne9 zn?7S9eRQKc!Vj3$7qz~xC}qoWnDi2@oDqbNX=@zOegRF^kePOw&T_3R)bv=c=4~{5 z?)L5Heq$h|*LIX&?P_rcf1#sMp|Oh4;AM7IJN?zfuv%mbeJSyA9FXKrTbZ1S0B4ec z2?SR0;}${Mr@l-JX$1X^@H)0YALvwjA=n@Ee#?1E%PyfELgeZyhan2@uK0!D8HlDO zImWURy0!jukjpasjCmslo(}thAS$wPJb}N7Rv=|YDl#^6oxVGl^;1Mm+9K``vPPq2 z#%KM0x0;!#&FnZrOsHO8N4>0$EsXq}vkzjLe5Oifp=fv$Nc?5_{8?lH>QVav^*~Yj z{`vW?QN{tbmkO6P(`cs`cL|2a5AL?;sp*V$!CpnUexoS8^Tf}PYcOU_7fa1u36KN# z327R%q5GMslWVBr$;x!$p=>=AXW@b{Qq+qTIk=1TVCQ?&?8naB{`W>ApL(ONp~S%VT)OBB$EQTiFb7rcKOq!O45 zRmEFUtDq+4eeh zd+e4Pf10Hw!H#K`zP54#0CRm(-L;n1=xg)igHoX>+Tq zg;p1=hxO4Csxp0MnmM=w-QQrV1Z|wsJ90d-LJnBa9L%p}sHFaZ>)u@JpUdbW3?GvH zbmyFx>$2IA4Rt#L!&`xIdn69)QpLG*_y$HDP<{{)tj4}U7Nd)wbPC~^-#q|<8 zHsHb^7m>ai`C|2yoG@x6STZX01Y`H@M4{oi?!6z7B=2I3wEX!_(qRFH%E5$7McJ(NI7~rC zpNJyTV2So;Jk>XAAGQ}C{oR#>924*j^;8^V?&{qB^vgVH%(j6xwY?%zB0^=aWfw#t zsJfI2rreQaB7R;$8_;>C88$kLSkEqQA(}tqOS;342ycxDtdUgaA*%k`N~3$vYVjR@ z#_+2R+u{WJ)}Vr^OhEWc5S%X2pC~TTe(lEhSv;X`E;w7I91(jENf)oJY@KsWp|M66 z%~6e4Iu#bpu%*W3v*KK6cznfM)-a{{5Of{{)CcJ4Y|MJL$?nbNKbp#aTsf8(tlk8^1v2RCowrIsxhbF^szP| zBI~E^XsB8ABLRVK^McVX&(Ot=BR{_ir?zcKz6fBpvp8=wIB9~l4tQqaGl|5j!G2YMX<{kKN* zZ|lFcYyYvn2RzLF)B0aZw!ba^7C`;S@&w{vmj90&>Tlb>r7!=nrGftURsT03%-=YF z>oERUGF&oJ!x^!T=h7BJl0bfV@~P9_d?qE-e@Cc-90 zw#FuO(k3=Poy_o==$UzWVH}+tObo1H+*Z96+hqsoVK-i2zW4+6Bs9xU{lL@=g-$~- zj%iE`x4+QOi7x;_PK%o5dc(YA!Fu@oo=}Wyk#-*pSB8%p=MJ}5xpGY0T?q1U(h3Hf z{6=Bvd3(eH68gGZV#1mwvT+wu)nR>M>9J7hfUwa5b9y1BJLmG`Hd!38X?Mt#RO110 zU3Y!23=JB(#;tm47ExA(w@yWBpn&AtGTWm!`iHp*q22N7=&N~QI`-aScUvT z0$3bufl%kPGNoa6r>O9GbvLxFqi55xWIzjHFgi`L5f+s%kF`^(+(}Gy;IC3IrCMbG zs(|)cz_cEV64j&GhQ64~=Fg4-focNG71_`kyynx2D>IwA#*4;#mizsPr(p=MdBF@c zA9(AjyZ0+RPtRx2v5WXv7!w=g|1#a5e}CDUf%%^pot^DpZLUPFOs`B2Bq#*#NQBQQ zFFpl+yYA198?mwDRf+)a&87q{#UsT;#1tII4F2sK4-=CkxQ>w#&o@V-;J73+Y*5g8 z;`U_(I`Aa~Vn_KCep;Yrc8szATpHs)S{fr0>%XooIeyZjpB{Gj$`huOpIIX19hfAv zS9KY%y|$ch{X55F`Ax56Vp1H01a@u27xUxZ;28qqb}(*$t@q{7;_AqQ?=9WtvAFL} z3q(PhgJIzt*dWd~r%LE()YI!)q6DINhIlw{{H0n1aPy2SPRTEgt(`_z3;zHT$t;cH4ffSC$LW`exhw)SD@=DV2+o z&4s}CRvUOP>A)h17P;5S3{^vcY%YB)yN!iGhkme(P=D{9Bn(C&A$L-M4If`vv&VIJ zdj-xS3`71KgK_*5UotSV{HwuKVrpSP1Ym_dyA6GMoa;POCj-=>JoL$mkiT)vp2B=} zGn5@mFcO2(30?d7DFkE`hTFri1zqBO*Xwq!eB{xz$UyZ8)KCPdrzBLOJwG&%O08vm zAQX+jPO2t~qjT6&>W${c`uqqvR@g6OQjQ0iHI?Vf69((fxWydCrA>HBN3eq<`%q zww_@YJ28r36Vr$<3VJD$&3R+-L0oDP&$iXj_o4&j7x?CoZool7SM3F`qSs1lr*^#taMzj?y=FR#zB;X?Ffce4~Yp z-_~?sbs&AY{FlYqhs&B#$7$@cPaJlG*->lRmo}+JsJQZ%uPc|5>(6o=wX4`w_{HKX zoUY%1BIlgk8sLf!jw>QH<#)}1{415Ul`7#ss~EXGt_~Vxav-V;li@j$U4Hg6*K22x zS);2>1uSN-@YZi%Uu_(MqkFym+C6c}g}52%jr?wJ$k$-Q{DTu<5L_?0mra(0V&xRV(KCmPDmS65Jw(@;o%lyr_{}p=ER+NT!@;{mz*<$Ma;X8%|QNR z8QzmHOGWuxl(@FvBH?8kJlKU3gd+>36^F!aEioI+bmc8 zzx{{>39e(FK8jM5dGZ27cFf4EUc2Wvsu~Ff3Qfg< z+L@H0y9zLXH>JQBDupc)7|K#Fpk?joO;atau|tJ-L)o~!ZlTf$dEgE|)5pO_*hAy- z_FiXhu#ngsicCzl#i&Oy4C)`S##6vs+B#eD=QF;bB zH)SWiXOIJW67a6s zExeLK-G_e{AeOrjfRx^n*jL^FBjO?x1x-6`v(w6*0;2cZD{+af#%}9yQ)Qvc8Mv+| zh2zFQ>q-K?z396}JnD&ap+bhtlBAeMk7>bnRS%b*<%^+IoeQ23=U zlqJ=uVtlLGhnd)Vt^C8lU_Rof2}fbtdI$DRQxl+I)6fa;UQ=M0ZcJDW8>6)f~E`2kmcQ zmAbJ(<1j=d9#2{oZ^k=>sK?sLnM5%7jkUR{yj4evu7I<#Jf`#3HM(%u3a}%aqDe@_ z93#29t=?mO9tjKklPE8Tqs<10`bzGK(V=CjMOEwje)iI4#uAfr#f2J3*br4!0LFz4 z;~bHnfr1*!YI=`xS$5`6q$*>HlH%i5A#6t)CM2bWMmLVtyKfl-@127r1R^T$nkcar z1EKX0_6@96nj93VP;^>_R+v`9fFYjEMzguTy+Gn=c|8Z%sJ-6r-XSpLHf29G3IS^E zl|5Z}pQhwrDNn8R0pv#iP_^O-E+ZbuB2%;(f#DEm_-L(dY_Yo^B{ zb>-I#Cg%hCl7BMvqgInAA}qD~sncd)Z#58lmY9&twbDQQo<20~?~*oX!S9zpQxP4q zuSmX}XG_C}ko0tJD`d(l%fsC1qD9(pGIRzPE^I3gX=p$6Ju-%3G$y11kPb?1I6CV- zj(+t*-6^mkzqeWIN(XjGlXVqmLfg+X;p6Fsp@6YODcOn06={x}m2iE#f@Df-?5|Jq z37CoZ;PkIavlu5j7oRr9NM!=Rr(UGn$A|&rf2CKQM-ccvRG{5dOkQMQriw-sngkJP&5X4 z{O@DP6c+SsK9?vPRCWFS~ z<>YaVYAJ8xR^l{B1>)3l(**kBas3W%;N#xQ)oFN#^s|W&)ac%DpmB^s<8m_U_|=@w z(rhK#Y0C`HB|UMSw;kZ$1cv&uUkLu8UhVOWNZWdyHWz&L$7zt+o?py_r)zgRuKNA4 zn$qkXcyPn}yQ9l8A(`#j-Cx&u-wfC~{{|Yd{r>>&GAI52Z{RNF-@zTK_bCh2J4Aia zY7I4s2G#YMxs1iee}TK-3I7G|BF6x=aX*!2T!nsx zd#?T><1Og@j;p@(6njPzB<~tD*3WwyBM1)##3ckoxxMEfi#&B7&aK)>BwEsr%*P%s zn}T~H;n1ViJhnEGFuM}1)uNlkIlx*&SOB|H?nBz3(iqd|7#@VTu?DZ z{LwBhRXkc>n$@Yx1sV~rsZgk&pVp5``l0`VDd=8>!w^wUK_%9GI`$z z%8Krhs%}!s!4K$5f@_2fCN`wUu45A}iu|A%z5<*xbj{Ed``yWYWs=uZLI2_ea==-? zRd|}VD?7oFCk5GrTg#GLw)lQ?O3Ge~!iW&1C1Is947p#GIwXF-UcJDSf*q9n5K9ZY z8F)yG)3h=o`NMkRGw3qo4vFxUmR5zOx6GIbakCC-VE~NK;C2vySKM{UAA~VOE>{w_ zL8lbXG_N24ZV96>qdLJzt@ikF`?Kx6^~gXR77??rywMpkX>}onl9+;|Kd(c|H(LZ+ zpV)YWYDLlKMmyH)GL2yLoz;=x$XHH#Q{xKty%HuK7ewD;5=^s$!=ZP~*J`JSSors9 zOp&_BYhYjduE+ve{LruRKf9d73e~Qf zZsAB(puml6I8=kMyoVNdO=qQ^YX+jMf%Z98OVB=7YBisqHHOWi2Xfx9xYnmK<2-y6fhN=i#@p7RcyoCpDY9sGtaNa zz@V(xrRJBza%yV6jrW6P>8Q|4<5)~bzd zX760!?^${h?;iTKlj%}QvShXI&S^Bw9Zj`QGw3Cy`*5$=Sh$x<`>f_FeoeTt?PbN& zn^biJr<{Bx+Xt3-cJq2|!{-vMYARWRWfAjoKa|{g4@hpxNY`PphYy}A+mElo0Oi+5-XCzRQu@7ybmc64xMnNR?&DXIJG zmd+Q2^8Rmf?LR7{{6{IM7p9LNR`|+i@ZImsxOuV!{|6Y28?pm3yyC19{Kr?MK%{B{ z0j3*f05pgwv_%YQ2!l4B$JA-J&($)HmQ(qB;iLPXMxrI{j#`1eln zcv?yZXavcgI3Pk+VP!jEh4>OEM)GaHLZSFt!iZpCh1xSPOyLE4I~42`31a}}R)_o5 zWabv$laFO?=k&(UEAQWJKymMZ;C<5S(0;J_>L@!$gJIE;KlLGjVXuKet$?=e>gxs3 zo<%{@LA;iutkRL6(L3AV@L%32=lP;~fxdE+S~Un6faKGnj&7e1o+-(*d8} zYAw>ABWT3FF-Bs-j4enCQ|B4)njp;hKqCC0r~KH*pvXO7O+AP$K=9k3AOhrJVD|b9 z+W{zXz{2?GD1ME37)b#DeX=qL=R8E_Kvp{pCx4@DW_Czg|8ae=bznt$xEw!`*a5=)I%YjO=){0nI(hcA#DemqBvJ+41S zyk~z!g$T?yieiYt@Ri0PMXd*^$E?SmkKqW$9Evh1sa3D!{Ec%K@qN&t#?XqP3C0t_ z6Uh^tE5~dQ;GbG?!qDtXmmpS}_2OZfd)dvR(}MTH z{6cfNYx&kZzj>N@kmbI``7Had8z(sHm~ouTtOSnGqxIiGER)Pc%xY$r^EfkEzvq76 z&X3Ji%yAYzC}&n(~C&o{e8Q(LMII%c?IFqzJ zv<0>?c?@|dcm#V~cs$)hzfyk?f8f4$zA8a*LJ&ZJLjWL}zu$yV_oMXdgnWclM@K~) zMzLZzWAZSnGQrVLvDvV6Sqie+vuT*l={roK7>zN?Fl|_StiZC?vq>@hV!&n$oy460 zKWv{2rI|sKMH7sKh{Tpgnomscw=#**oTCY(`9{-DovVSVKB#3~f7<+NW^J2ovti~v z9Ab!Urerp6boUF8PP5cB^th^htG(6w>&Ru=+vcauaPyjx>wJy{o?&-y*V1QTU}4}$ z{-nX&Y!Ab1?e80i$RQXbYtw93K`wU=fD7m0{qL1tjdQQ%7j*OzsSK&e@j~~ZyXQNs zqv+PtRtN1fonjle8%0+g*BH;hH&A$Q_#Cms;h@s;pA|;}(?4~8>k?MORWDin ze3X2oupL;NZXfWR3Ef3LP`Ys3Qk!O5XE$7?6W1SkjBCI9e)R3gH8^0#Z{{NZsV}NOCD)cu@aaidgei`6CVC2|g=Eu?M2)fnB89C0gYG8vDgi_B&YclvIQV*IUg51R6~ zoYL3Q-^E?B-(=QuA1Qc9J9$7;d3{b&Sn(UKKPtz zMWRNC46?DdSe31Xt&%UZx0qj+RLI~-xsjkt0i>uTw`>n>x}K9K)spqRR}&gcY9{in zrd20YcYdF(tvBP6tIvV)P5*v+4h)Lzjsk#B4~ z^>&tg5RX=q@dTJ&l&mhbySG=L-z?9oma3>}KG{_3Url;+zfM6EhD3O$d2_t|U=?M1 z^qqWdYn3Q0Z#e1q+3`8?4+Hg{jG3II$)GU-*!?PUzSZyR9p7^Eo!=O;`ej?%ocaSK zlsNQZg60J;v_Ypa=+yCbjZ?31T+ zKKIRs_u6k$=rOv+I_GWscIA#eK6!hPZ+M Z^SIH7HHTsoJSIc#3L5pT)!YMs?N z?Pzuvb0hEZJ7)?@wwvND1f8SpFUP8{fTLzdo9T58M|AJz{hYbZh_{R4*xw-$0 zglw&B9hB@0jQ$Mi9REOJd=|$4_28eI|KGd`1`c|Te?i2n#p>fRIxGn5Th-T$8v5^# zH>`;GA|MpT#AxK-m|+DG(Md27y5-c=)`kOTdWa+4l~dc>&(Cbu*xJ-++gvaE4;tUL zEuLtWuaMyQGNg!hr-!+o0^dGv4?do@I_&7Sv;*J?T0WjKQ@6q!)t;6PhMQ?ya_MF} z6LMWs!+r0{%{m*DgY+S>|WJTP7-JL464V~u7R!Xg^(C|>x5Kyu->G6W8!9{odL zyI{9M`UJaB@yyJ&+ruVd;BUnq6uzstr@LPHMZYMS@mA!+?hZ)v zm1~ktvV(|ted>@D4(5sitHvvqTbO8W{;o}&)f1vYt{041ce%)hJChLGJGktX7qD(J zKtQ#XCoL*|P5z_UP?A%yAoaB1JTC?V+>(?i#%PF~Vb@5a*BIpmL&!xvYm=Q&YI8TC zs9L=&0KSfMr66?1p*Ub!gEHBG@Oxy1|y_YYVA=KR4eM(b9 z-gmvd6Lv$55G!85EAQToFK%gTR3XHx)vFC1opDj67CY-;2+N!JvVt;8-PLf3n{w{! zK2}rR%k@|Ba*b&zyb8l+dD?%8l(CO}#{R-#3p|Wvc+*x^N5apf$81^5|E^_UR~IbD z2NFG&&s+v`7ubQC>?g!>WL!S<&I%ya8)ItH>B59KXM`(In zEA?Uui(>qc#xJzFO?RwQHuA|-P1I|=U*4$7G&uIM9E1e--_OUs4gR#gTO{oleAr33Z(3cTMHm*x@*oem4mGEHuU;KFQx z!V_>Dv$8N|AlB}gddhGl1DRiqUc-B83y{jZ4zs8a%C|rPNx4NO@}i*GPaaspAxWBj zz4>QUG~6WSDzknTl5;!5hKY@=&xrJtp>s2{!;^9@!nz93PUMbQmbb^vmMkxdO5}z9 zx7|4*RYzK5pr~X3jEsnTfFVC}a?qVa9cJd@I~2wrooAL0LrHZ04@q~M*fUdc_AaGw zEncJLgszxb{&OzS%nIXOkArADuoKnGqx4Uh-$%Tp`D{QU+b)<6nNut#Y?mx}eAV9iiu_ytAuulvzjLS(x#(ws_*44-!6%#ekYB&DPrG|o~68t7>JJ(K|vj=iyrV!9&Uc+-BO zf}D4LCcUl@W>&FzqzCGpt~rJ~%*?RDbkExb7H`)LR&)yHa)A0nmB$7Rv{b@Df0AGn z%bwY&L*ldn;Ut-s_z&U4VUe5rY;mJAv-*+jA53gp1*t`Url|ezDYCxhU@My0qcjAZ z*_gB2MRZWW|CpIWki!WBPsXjYH%uF(Y@ zJB+FoACuEMDyMVrows%vu#~-^@*Ci}K`oMrnBxXoT=G#hBBr@3oFRu4ZFdX)Cx=^x z)pD#-<8m3jnqEjSvBt+Vtq;i+|B=Rabid&BI&{T<72ao~c3Xp>CML*ff;Sg(2m^nE zDKb=(@#srD0=V2jpy$?YE|Bu=jNX~)bo34$Rl@g=%DLTEZVzH>zXzV=)a$)RW`23B z`MxwJrM15d=0A#Gqt`k~dbJ^PT_2w21Rq@95AQDOCFH=@$CZ4Rgezr_(!t>oTcM-Hxx1kJrf(K9z7g>n>jEz!K}Q0e>NWecSI>7@b#=wdn@W}E`8bc~>(k-+`Fo?| zHFrMxm9iHdvHaL+%eSMwTMQxd?reMui9U$nZy*NCpUnOLq{~O(@SZ&mXhz+6h zi0T=1H?GkR7z{UH0wXOGbRz(Va6Drkzvk;Ju7dVaHr534f^|{*ho!rUNE@E8GyxfaN+>@9m9@^ILPahY(E)&S!Qn2$Ww$Od4ic5rWukF*RrS2Gl9zKF?nxJPC z5GAPcF*b2*S;z@$CJb5M+-_{F7i|aShHbbko}mRh@-a^y19mJ?m^wz75EnnIxT-l_ zt2lnhP;iLJs@Dws=n<7TY`a4x|H4VRrFmeOAKxWJO7g`9iwt@ERvnpX%A)%1I0SgR z0Ka;%ieR{_r1Tv*3u2ixuVzw0pg1MPl(ZO}LJ0SY%W>@U9V-WokQOtQ20Wa!PMIr+ zx*dm2cjuDM8g!TRHz~zs)LDA{NGbg*6w1>hRo){TSqorH%}N4e9#m355nlbq0LN60 ziGmb)Wt8C(vyax&^4!AjEYPT5XDi1Y3+$qgN%iO1y<`?ztW_@P;^YXa7XgM?D3998 z{+!Zv0@8tmcrL?4jZ*8&2 zsHTQf#j~!f6Jg6l1VFFKrf3ygkEgE7q30x@YUh@sCyEO?UTP%*X;cUqk4R~_PIQaJEK8OWtCvt)(Lm<6Fh1FJFB zzP`MUow`1sdnV9BXVD256p@hXi61C=f5Fwo*0wDDbajlyTk)X8em$<-akmCHK4`7= z%WDa=gT-h3n#^yj;HLtD%b9oKnSM;LOK}L6i5vW>hGUv*x!yBtf^^hFzt6G?;}TmX za!!G!8Q6c|jZ5VQ^W2p1N}fJ^@!+Z!kRjr_3S{7|7l6V4-k<}$6dQ>^O<7Q=sjbKp0Zvp6Dxvz7c3#)1Vtdbz1}d_@xCMn zJP;pJoG$by}eb+6WO4W68WYB<*zkh zbgzAQgG1##RfChVlN-s6ndm+zH;p-19XcCRvh|Y-DGV-Q^<~7n9OS_s4;(HG2|^NN zK~^BecI_88vi0b(xC^P~V{FGvX03Qa&U#;E(?>xnqiH*KCXY6X;&kMU~;bqEpa;zwlsjplJKpzJf|1hd$rip^R3;z<5#(T~sk#rgcL0uElsR<*qxrbv&}VHRDAezVl7BJlk(!$1K7JxPBD7 zKTw%l&sX~ce!9n#^%8m|VstGSCWjJJ)JtA9$Dx_Gv8n@3lw ze^K=?Qs>L2^suqGj;7qG4lO#U;kI@N z)~3>=SU>wTO}J+6pkVI7pXCv%oYJX)wpIB(`B~vIQGKB3D01Y`+*pLgBIvMtccZishM`m$hw)PCH`8E{+7o&` z#{HoTdgK;sJz>{zvwFS-wS0pjOrK@mSAn~*wZ;GuTX~mVjJeyz+6DwzGfu5x;)O_%S`t-h?I@lDzQxT^t}OA>JQ{VaeJi_~qXSQc%h46kDzc(! z7MR-$)37GWaSF|5KEl!cC!~DJ_H|p5AE&L{jI59cID9_6QXm$Vp^1EPjoXMEXavO8 zMrpxg;i>zp^OCiei_2y#;+g`~Y=j%zq{5sqc`IYfYE{qc+xuU9f1vGF_Xho)jL08e z(m_nX{0IXkg*jg0E*-jfXLm(nQ0tjjQ{RI$W-Po}zkAB(0sM!7f^jm^75UC7I zl2ZO)@YHy=8dQ=UawAqpuum?iQ!yYRp<`pQiv;(HY}m z1tty5i7S0ZU3`iwj&Mpi6j_t;0aG}lL}8RZQ8aDCxRI+gTG;wFj87iAYqXkL*6j`Z zzpFp$S6xnYs;nd5$F&O`Gw>(eU+AYhZ8_mk%lSOi-6q#xDRvEVziI0^vU}=fmQnix zQTX2Tw@3@)g@GLN-Y#h!G_kkex+YcgeLw=c)o1-@4E@89{wG0{iTU4RsLq^>WgtHS z#CChPVJrp7Gh+RkA5^$1LPpcT{!HQQER4MltH(%p^=13MyugnA&!KGRbz(WkmFS6& z-$E)gBN?*4GcNm!s0`ICxK5sdf3;gQFiuy{CGU|AD|)B!Ff_BjqlA8(4c{=|7vB%Q z3ST%;J-j+hc}-bZAb9(b8~QuvpvAt4d(&q6i^TV*ag{nhDex^@=)tRbXl#0)WH^y& zHMJ23yDLdcZj_O6FiwXXDNPMOR^*qoQ&PQ+R?|V7$=Y!~7@4Ny z%Si!8cxDjeQA4-rToThON`abn6CaQ(U9~rV=b?WDfSFkS?fi*Og1}!M3cmV`;3-MU zvxy?b7py=mlF>8->CA9$5Y#qV6#Ddb-kK9aN9oFDv;CP?yGK20%*6O6N z)wEB3C}7h)z`cpsBo-?LT3h~e2-;1@8)Di1`8-gakfb4>Ab1T+g$zvUAq`eb zTMpq8%%?V6ysWZHYM}fx9i0gJB&)5+Q+()h8mCu2-+^4Bu!fvToS4+KmE|cXd<0eH5Rfx#0w3fVIB5fg1#eS)Xm&U6#C3m}soV*oqyqRIfPD|1>@6|_m zDSb3wDfY#b-pb9&RiCBaJh00?P|lFX1t$b`f-#;$16G(2G%67^Ca}gpqa*!w!=>_R z?Biz7O%N6V2#b?AV>3^DyCz<@jSkc5L3kc1tk%tMWWTKih(5%>VrC==(Pq@DVDq051qQ_HlFvY^{`xCuh1{|*0xf&L#6UYS_`{e7ETiwLCu6TCfh2~%}ab~&2x z1%FXd-PbHU0$0Z9Ms|Hze9lCoYCbbFB^nILMphzhjGW_V*3pzXTbGk9uU%Qe=6UedBT=+w}iY8}@QqKV1T z17(nkc$X0Bfp8%*ZqW5UZ$kJm zelqfLv;MVwf!VDy+N1dJ#5G{^8`p?I%v?90CwV*V-$jUjc7T(e@n5$rIte@< zB1=sTs zJyJS^QB?{oEj{9&V9F{TyyI0&9WVK*V9a2OM|SX5mSa_0{`ReN(siqXba9MID=SfO z3nkW|MM2ELI0kiCb4tWUMQ`4loJz5{BLS6TK3pS7hO9~a_t*J);97CHj}!}^YvM`k z9u!;7=pFORkFb7IGf-?uYXhbve=ivvN6i;JxA-Lvm;URG?9GFVryEbso6OlgarH*uJHWI=Qe43DKMj>WoGvn_ZI8!L^QM~9@es@n#<*j%9dEMGJjF?cuIBK$Q6;f zVTG*9n%eY{kK8IttdJAxL{UMN88Kz8kU+N{UtmAS*NQ>+Mix7w^7Z+%!`hd;`x{?S zX+1BugmeZxF{*fgG(H!&#taU#ND&A@WQO0N|LY*Xl(4D4G8Xwfez>nRW*xtPxv_u= z%;}JyXxM(1b|g4W-ZhY+v;2?;5yCs>^BEhM;3DRcFbyV7Iye+eL_NR2E-~|aIti2q z%n#=G6|jL%`E*elBn}pf_?h{c#Ou=hQhPB{0a?;xjRnIvk-a3?sR_p3++FV$zGzQ+ zJ4=C-cA#Vp-WTEq^rzVwvwpw#Nip}EF54w~5d(yf902aecg?ki{;KOw5L&VAze{%v ze>HLctKjqB4Q3$;;lJ9!f3=tCh5j$ST_$?^e>>BgtOl)&yo8k_&KT&oU>da;H5CO= z^;VU)%vJU7DpjonscKnhs}Vuc5JZDgfR7ZwZc>4XyT1+`km9& z=2V-hQ@Q$^>*OH&j#OXEbCc`B-O<4`A@l3g@$1TG>uEZSz7_*HTzD>Qr15k=Eh*ix zq*{fzh-A>ryU^gB-G>{hz#VH36LA`DkL>woIwGEE3b5jwY!;)TNV?}Ky81|=WmE?HaEm}%g~6esfqE*z|*5;^+3(c5g0W9p#)-~(m=gA z#SIM2FEz?#ld~m}T7y#*9_;)GrJ`e$^ZOI(UrOZa#k#qibj-@RDF_9>NrNsC44v{N zgaq2;w>nM?eyNJe#Hx20pNu(63Eg9QxP)qs4^iDSR1oWo_zJw8^+-0da*#qJ!@*#O z@`TFt3)ZGDQ(M8Y;%NoZ4CxN4>hGw7p@jo_3u?@$(Uc5E)6k@zkbzKRYM0gV8Vsq` zm<5w)UY(W?4cOlM-eV$oc0&`y!%<6b&ITZMalg_(dHRJyeQ^-5^x?FT+%SK@J<>wr zNbf&G1&(kzGK*Q!2Q*1Tn0J0AL~z&hgpM(w8y_-=b6f+Ay+yT~66O$CT_MZzGdTTP z<9EVnn%0F5ZjmzkRfV7W%8}HA_4vP$#8B%`rIv~Y!fK}NoB&UvxDK&_o)`dNQMc(a ze5jxgoAElJj67}IKAs0$G63$xxC%PoXR6KYgip#Vge5f zA|Q_ZOQPy@Ufj{7fbU#3G@cMorMDhACR_{~Ur^`UjK83YZ&-r8c8<(Dy*DOpf6uR3 zL+)~xw{4EWW8U{+uAGltC{zzNXLGC1dVV5!d-&?@5M=t&Uop2nYtWY2ByOHh<;z7>k^5QZuehOK z@rV6o82d5OK0Za8Mej(76+E<=eFGF@6(Wquq@EQ1%O+6oTd;iw>sGY(Mp3{Lv{t8w z?W}poS316q97-@Fw3yF%vHL<11=9@1{e)WnmiM}Q>vAtO>4+J-WR{imBDPr_yGHTY zc%EX;uYj{{(qp};Y^!-h_w5$EAQ|% z;-&+$`wbH>$EYw2Zdog{ef-lpyEfq#w0j|_qF$G}i%uS#4LdZfVvsU9ecNt0A#Fsn z%aTLUXL+KG`b*nt<2|gVdCAKu-}}Ha;yEz%q7&605gN=@Jhkn@rP{ubCN4;9ZyD9e zJ!?Lhg5=WfxIJK^KRs6E8j)Kdd79r&&>pd z)>pf&)AWI(k&8R+Y1;sQ%{U&_wtaQ5Aw{Ykl_KfmQL#wX?CRtxi*OEq<%JF~9Un_Uj}j z3qmpK2K&XlE`z5roSDPRIg3%K(DadvEQwU{TZ+h(jwgFQb11=CMnW<^t6UX@N<+~+ zHj~kwZX(@_2k5{~jpxQyzr7iZx_F}H(W#L?ORR)L5gt1s9q-Oxe07I& zCX+KU8xtfv4wZEtOeDX5;Ar#t&T0`N|z-yMVlp}(Y0 zjfnmwzW%#H!7m)`LXN(y7U(ka|3TS1M2QkD+LmeCwr$(CZQIsK+qP}nwryJ{jXKr4 zuj>9W{%b^cM>Aq!uDwELAZ@}j+~R~!9*eZq*pGz29@Z%cy+Rb=D=}_@{z9dI0Oa$L z`dpNSxMPC6eUTK@QJ!+(803SD$VZv&{82prwH2BJAggl3XkceB&Y1Q7**F?~>9SKB z&7wO~+c|0lm@=@er*C!f$F339D!BUKJ>(`@T_|2X&n1Su(G5zoLoSaJ%)8G+=V)DP z*J)vHi)XAi^fD<*5K&rsJ{+MofNquHG}g~LW_%~eb@XkSXpW>2gZLKl-Aym3cd z5<4jV*NUp2I*YiYu5gbrg(8Yz@54z))t!#}zhw}yQhvDar2c_WHjz{(-+w3h00|b&y@Wqv1aFV&am05fC zj`t0^1Oty;X}>R|cI9(D!aZU{q!5{ZvEOr*r2>ekzAtczOS>|fy1yRquX6%Z zSgQb{oLBtsFUY$)UAN(Qh(1{_=ga%&$VlqHT(|hd>bNsAyYlhl5IATsVFENx6=;oD z-K?a!g0%$|OKSpRpj~{jQ~A|Ab!lQ|@(`oUU*&yqGRmp8@$RRna3X?@Ywogsy#mRg z&MZHjK)jQ7)%QIpx#>LUtA`Wx{l`RF`jG944(ffRMw9tTu+tp>$<55yFK3~TsEUtP z5U)rZpNsqA5tmpNu8Iag4Oui&7A-1J5E-&)Md`R+D+ex<<%XY7vWB;iQ+(%&_mdu9 z00`FtP7JGf?=RL)JX$AxH$nA_>=73cjjOecl+F!0i%kekmUl{_#e!w1}jOJU1qV#9I3&KO% zalaSq@Q2kfkwki+3)z{o)fS67MSOfdHM0{M!uJMu(UC51@zf^)_uUS+Je-T%5qU)A zt40hOFe+j!^*2Z=TQ;?9Rwo^&J*PTeTvnMN^3vm!r-wl11=-esbeTAu#m=}TD=-&2 z42|JjWGE}Lfn%g3S?Yi`FJlerAsRVz$crldsdU3`si@a9#{0?^0*RUy^bSfRA+1#4 zPY5sH0UspZI3cG-la_7j5Va9Q^46c+Hma))1Ko(W?ho!9itqg2Z^;9q;_0Lp+<`L$ z$2?jFs#(XJr`_E&S_p=~P{F#1-A?-;j~`&#MRl$hg(0lPWI)=P2>z`U^bJ9Q%HUrl z6b4yjG(nTAn>%8q18Q2Dv~{zUOvR>mjH9^H7hHQ@w=%S_LvIcfBc*iKq^Q^4^4Jr~ zf^*RJ+UwH2>~*gtUAkX~PUUWDoeo?AI3;jca6v#F0PY4UD^{)=wyi|o){+YGTe@~_ zsGK&fgF@o-;lBWsR~kA0O$`2Dr5H@i|LLk&8yLhRAjqIdtRD^3_lrUTU|a*I{I|3J z!_@s>s}5$i|6$A5s6(qLt9SAdl8~dy;Kn+#fX_wLwEP_z5^r%6tJ0_m@=&$#CBPuy zAt8we2LvJP9+D$DfK80gPYeiuRHzt4ZEi)aX=wqiTIH^3lM}bJtzrJ0pQ+A3c5qp> zy{qn8&1stD;&z5c$r`~A6_J2lA7#RwaEfZS+S&7e^Qq0?$tMXO7ZR=r(tjizTt z_E3fiVPpwQ@L*_apN7t*7|-(F+;X-7wR$?K@DuCKz!;_U+Wqc+!#+Rx2Ks#QiF&np z707#)PVWakGSFK`vEgDv#vb^YJaF#LqiyC=!=&9ppjNg(V#SR50s=|}p;Ts4iFkm- znkWni7=hlNTO+alBEc?Ul$6ThqEsYO9hPGIkYsz86iVT8V^MsJR3eN>C6zdFL^91L zk!jT}RGm_>lI)hMkX4-fn-ok+Qc22HLM1u)Q)%Lqp+Xy#Vu9Mglp>NukW>x7heoDZ zreZ-t7{SOCqD7|Ju0W(XWs(RILuMM%*C&R3SEe%ZIo7~v<^L`czq$9lGw7NnJcJf% z1L4K&vX$kR=@LUCSCKe8$+9TYv3ZBS%!do1TA5hl6x|~+jqVNTjhGepZup}?&jy!b&!C@9Rf#-;a z@BF93H@C?Xq%QRpS%1=fzwSUGp0fQx=i1pbX;qf%DCJz%Lz-MZ_gcswc^8IHQ{g3XPeTPp)ghf6q+pWz|fJn#VGX0Svo zWrwmAAgLqO3w?H9kolJf>NvwWpg<(M8@HSS)Xu6CGQ0SRi-BbUqTdT~@=zG?E0UbX z=|=t!xJ_7JcgYjy3uSaK(=`DW=7@h3okiP$_R9MP)4aa?0D%vHi>RxTI5N>y;rN=+ zAUl=KhHMxX7M$zYADR!7B~5Ge_uJ1#0WL7{E@?GdZA!A;w;g;{e81%-*HtmZ+3?2I zH|64Qqa9i-T5j^pF0;GboQ1Ku!3zh|8AoK&Yh%v#RS5Y`9|BgGrqF?%c<*3?WpJ=4 zySk2$ZY#>d&)&bACxj2`(zp40O6TID#J?YazBs(6!$(rjg2{3N9#0W@1?O3H`129~ zztYVIIVa)L1!?&aduCMpvV!7enW<7NX~u9VnTTaZJf=3-h4tNAMr1HN_!y z=h&FPV(IHAM>t@A2#4l*WJnmyD9{Cs4&1}B(FzjDl>M#kOa4GqgR9pRveK`U180_y6+ad6xWF+9ShWq|jHq=4p=)HRco1#4Bo%EOTht3MBcI*j0V zesay4kFYIpIudB@#Cw)csGW6woNl0=bM~Ppz-N9K&>at4(9U-yqVa*%D&|H3o9~*G z?i|J11-Oec;3UlB*W}L^=`%s%KO9^sz?==px&$aT*SH+4t|YtMou2O}j<6Yi3d*>{HU zRi@Gw;XD+k^fRgR1)8ob!TC`uJ&kwdDY+h1Y=FNad~R9+v3IBPXGrU`0j2tTZpRu_!5Xj)JQ!v26w-^ui$5{UCmkGo#<4%!?>3 zKH{DT(7pZ&Ov~8^Es0XZ!2?s@YULd3(^#k#CZvQc!wt>(n}(5f$vfMxvSPTvK3{qt zc}G;(Gf0``j%VJ;c#yMEQfFC7$(5%h1lrf=ceL=pk-F5iB4 z9ql33eJ-iJ@jQR@`ky-td}e7^5O28$l$clm)|<|MRPto$ZW~yZR~8+ccM7n+&#c7R zvz)n;;Fff8%>giLnt_EfWomqc_O?spQP0*+a%vc|a#J)Td4@9yxR^oxBllO!5~2p+ zW!2_)=4HBUXjR=3F{XQtp&su*0|a0)JQQudJ_;f@1IZ6JZx z+JkhU)c$!y7|tPY(G872n*~6$B`h!leV}qPij~TUhLR*{qc+LrOC|T>e2kBCsFq{I z&I4j?ueg{7J#(xK2dM*``C*|2Z%5YXbh?#Wcv1z~`p_t`2Q*NC(13@;eD30Eut;Hs z1^=AZnH-j*2;@6L{a2$jYG_SNd_OMmt4X@X4 zINZWu3lPvU+$*E(BWLp62s|D>Bp!)zgJn0wq^P2_ohLZePIg9Y_$l3<5Fqcs(pVx8 z@oCgnFvf$8WJ^`$VNzAIP_H$C%Z{r%{Z4UYzR?AAe^b_1vGq-N=Lt*_If0{Qa*}8x z4#%4{Oy`#%w8j#6jO=EFRQ?CJ4}_)@=cBXj1^coN7Y_x=7067-LvlD3-7+lQ@w_@( zTG=`Ct<`mLi2~;b>ap;$fN;k8pV({)BNzey-?`(LTUx%$|z&w8l8aArBN zL!D|<3~3QT-l7UDuZTzlcc4w%H%A9P<6%i+y?^+YE2R{H)|0UWZ9MJ*cIbCDdyZCb`6t2EgaGB9U314(*_Osk2yAoS+zI|Z z<55-p6rTdUi{7lcVUaROi%1g%EwDg&4tn_^mp7y-j!vS@OCaI39jFAHHsKcLt}Lz4 zRcXuf!=ml+cqOGn{Z1nkrlOqXs-yl~gs4y+KSH7-{bu@QpKW;A|G3~_%b}dV4Ue*h zULLW)42yT(?vyhGE;3Q|dFUHPYAhss*Eck@W+3$@o?^k;oWke?51{w8kDE3chMx<| z%1dFRt|4pw`yJuQUTRwtd(lPncQU+(Zr={n+c7S1lF4t6tOhfqh9!2SX1J1$9QXmU zvZuIPtc7J&Bsr|rcwVdxEk|Z_@wV~aEyKKdKWn;z0ySr;IoKMu@9uH)JTARd=B}VU zi>ym)g_NRx1_*Z+R0NA5dVo<-F=foOnyhGr_h1|YNA4pkIJ^0r|5H+4$puT-IOs)P zRs(MK>~LT#5f1i(H&a!7sI5$cZ3Qxs%IbLir}Nj7#5Ar%^l3+cRQ(irsaG-s}cma`gJqsgj8>H%-1b_Cnam1kLLWK{_n zAq_K95Rx-+$sMO`!=jm8;nc~XlAj{{90LIM_{bUEzB6eewR9a+*o7~y)&h5aO^_#) z{Qzabdy|1jf-puGzSlP206Y6cs7a%W0IB(FG34P1SPFzI`|TROJSDC@&-w#=i%z#J zIBmmr&-rgV$LfOU_Cm`vP69N0Ia5Hk&&se=!I(l)A{`h(pN9N<(MQ^Wqn;ux11PU@JvqsX{_oE0A+C=_X~ej zWKyN&`5!+wZ7)GqO-nw9c^Up-TzExr`@9VuB}p}WiaNR?LO6SFF!?O3Xy)MRJCHJ0 z7-sEIR66`E1dN~);b3@W7C@~8*u-(v+YNaPDpt%x9$`f24^op;#3sZvP-PA9$-s07 z?nOAP9S0?MAX3h`?}3p>B2QY_vsh1&8KBU^FU*My%0>yLTsu$}3wmpGe5tyb{P2%y zmL4HDqS{{}_q%;WtXea*$6B^L#!ZQWPY%8i!k)AGFsp0VSHP}0@|jtX6=74=kQ{m0 zM;K)%doupcijc78qu2iO?imKhMtpy$P#&q~}8PimzyNT(ailRQ$Z(N@f8I}L0 z!Tzse^Z&oTV?dBYSYAI|cRq{} z8@MVWraDE;W@faEYS*k-px&aQ)e?6-P~rVbskG+q7d><|BY=R2*F9b2?}45VW;9@oj@7(G74 zK)Zv{s;Tya?XdpDQ;TS0knH7XY{Fx)%p%6rLEzNW9k=s+hlER7B;Rnupk~0Yu8nd* zoO+yzUv{sc6N@9z$w%VpK^SC%@A|-Xg=^t!&KLSX4TJYj!PZ>DTRm#to*?3HBIB|R znG7alM+pm?_PjXzVwcTi$|Z8Fy)&sBo8qc%9w4DYVxX^LyMf$ARkpDVeQTd>nawiL24eMOJqDGR4m3>vCfG#dLb-aBs_wX-%xK*uMSZU zPpP6H-k!mdgkHVHlUTT{;whmZ;u7mGp6(#x?&2ge$r408J*B-v^;E*sufz^!mjgDeJd8|GHjt-ub0+H~yGSWko8boA4hcO$=a zezX8kBS8%aw8#*{0}T?ikeflHdJP+PGqXFCq`(H`Q_Om|xA98n(_koG7&Y zAQ)zA=8g^H1MtC^!K72^nYhT}Lahbj2et=Foj`XDkXOgcC+ofV-U?s)m#letbIt`N zThG>CGwMLqpcQ&x7GOM>FPD5DgSGrO!L}N5&AL`TiD0BxurldWDJIfBI7tkr>pznC zBrv!fDvZzkVI6Q?a(+@yDklzW2l9N;U-wY9(#|jjRO#xA02fJ!M`9pDU{$py{e!kN zZOmHpCv3qnBR5A)SSBz~*GLgiiz=FqD%nbSd7}hzw|B;EUe}H)@X*8li-J0oMh~_J zp;kF$>P4op{qQ0P;qpb2L@`3t>hXeb1j%s2uCna?eo(NXoJc67p{Mt?o!g-a;KZru7{;{)EbTU|T#`mTL2~q2A@6(m88ks`Pes zwl;Tj@z)rZg<4i~=Bmr%^51dBJdCzcrBSVcXwp1F?;Q#uHG0ks)wSYtIy6U)J> zB-)?uiVgaFcy9c))=$`z@e2r@-!ThRJ^ZJ};g@tnKFdw=77+ut9T*WI!+0;g$p3&1 zh9$0SnG+Mn@C8{p{$abKfCZ0?;GV-aw>7I&2s4>T?I^Njk+?3Nv@$SY)rmtsrQfnq zV^G_+%=mG_?k*48wOzH}RCg1w1$RuQ4hck(i1v;chSte3IHddBR~Y4285khx0X3RHfl9~}v~5IYcDLoG3lMs< zAj^u^jswpMDIaige1e+fgVsHJWdO4AShGRAxc1Y|1#i2o%O_@mBu`L<=!kBC)JZ*; zvdQy9m=A8iZ_1tNsD83A-AZ{X0AZ?O>1ylhHNHlL(B>5iCLxA`6%Npk2|-J&3Qy^5 zLN)Hg!gvyUe2GD@JE|pihF9+IhllU)SB7_XR#tLh?XdnXvHs9CTcEr65C>5I6*@0W z(2276dmjS}3r!7aOGPz3JyX>3B)rOfq$uhM+~Jzz{0`a}pjHu!gXOgNrlbl0347puo{2*XN7KHA~aQ5mBL zNxuWH<(S0T!FP5Vw3t%M zu@N$^SvZP<^JKaCPmVlW*&4LY*vPr)8#uS?w~U1E zWx^Vc!}HX>fJFD)zoh5``6b!BZtGu57WzL6bG%VMrN*c7T6Vf!ZKsSn3$=+Fbem0Y zr$^Me=$7@phqH|OffQ}07xG<;DI-B0l-Eckg)J;KG%Tw5cNTkuo5hPHC(4{$F-fsX zL1o{a9kg9z_H~_;L&V<(*}9jCp7hMy0b`jEX143L;UXq_#eZz{84DIzcR^`Yu9Wj_ zj5PeS*EtYTSeO*PF@6bO+2>~D9`gj|f-{VabmH!4MjW~a02fB0QM(~DbzLsG0pz~O*S0>gAcx2c}6GTyVH zG?l|Q_xJI-UB}l#6r(LfM6L%rFg0>?me!VcN3wN*XZEDe1GZfpfa6N*2QS|)UKQ5J zcW%lo5Ev<$%MbWu@Lk<;e${a1%SmF*E z=~`1JfW6{|MWO8-^8(u&oI+57LDj)WR8@OPfi~K-Ene!xSEam;3b;f<6I-236sIY0 zHUzSIB=5pxZ^jxsjhKMb2xV)}g8E_$o95@sh3cy#_baPg2k*ecoGNrRPs0M+LCDSl zEE|Sxzf;%S9v4Byv7aD*5^zlfws}B%ftiQ7B66GJa1=6>GLnLzLZ+rQbkPR*i$#-+ z*d85qGAbp7bj4ewdwgrh5@-TzXV*zFX|~b$k6zXb)s-2{)$rG6s_&1ADZOzAZ}*Ci z(zgpztG}BgzhfKC+t!j^v)ct&RXnH_NSXvGzB9U-a8b}yk_&5YrkX0htJUvY!db)7 zo4B^NnxrTRhc_XBK3{H@Ng$IZaYrXXJ4-cHU9^B4Bq_KI;5~3Lk}?SgX9e!AtX^0~ z$HX|yq~Y&sd;$0i`^J$NXtwiB5-Z&rgWYs}d_nw~1%GiKbvQPUGi~DKu!4$qdqo*p z=JC`8XGnZ69}|06c~54$i`yBAO6_YKhae^*qHEs1E2vSUr_i;ckl_8mp!!m7skR3*Gre&&hf9$(mE2{OC{!c06&uynoYCPszM;6J{bQud{B}5)`gp$~SnYs+ujlRN3eQ*!OXTkmRsyOI z%nd!nqd^72s-X7-s7fbbThOo98e^C{)WH#<4F;e7`>arBx3^1+;`e*^NA8pCrTWpU z%iXg2xb*( zI_j;6yMk9XNb;ctk)vF9r)aZ;!`TUD^)k_*Acjtgp6>e4>R4KM$cPxYEhoC;uN&&M z+{NMj+JsYoz98mjlo^I1{oUq0J9|rVu67$euR98d%_u<-9XciJB_>ysj~VHXjpvml z+fAq#&?xFZ$N~^2O=?vU=0FcjuC+9Q(XsL}k|hfeCZvZ%j)f23waDlBnsrxtM{Bc@ zx6u~P;iSfH)JD;H#$1ZJIa;b?V@=_4XXh4nn_YT9Sun%q+q}wAzY=J3ZA+xfI*g1Z z;0@O!uYrSi7hq~K(W)OZfVatKLGB0A+aGrTC~ zrs$7^f8Dmb&J$J#3$@apTkdP_c{M}P!iNI5*ir-uchVFP-1UmjuB=Ex(4JfQN%5ev z#jsy*ivIXUvth!1TXVEcHp#{kY#d9D1x}^i43-?M$;jw0h1a=OkTiBAlXUzhT9^;kK!MnbsnX z?d942c15$GRpcI5ot&;dqE<><*&z5Pm&e8Of3Z41nRcQdp2MosOv z>(tO0QKewH!ffcipodZqFfX!Px^S{Le7?^QGdWE^a}Q8v|W19 zFjwE);as#ui~#fHhRf8qv+Yul1mCAHT%LvP!fp8!x)9!QCAASzRMAmrJd0$$jmrBDZ=$XHgQz`pTBZ7zCPvm(XuY z3R^H$T+wxg8CAP^)LK6Q&6CWh&g@SrQMKUA3^pTh?;Y99r*y#70VVIhn9sn|r4TGR zAKFMFCwSD>fOtAcr|0SoEK1GCG44viY^Nmi>24c>p!yAN5u z0_A89USF$AUl7g)m;?7jeh{=3bi7 zaimZ51Zqd8xZuM5qdnG@LF#VU>FW(Vp#v`37q;cY10FYJ;rt~||BV;)L7!uLb)dS7 zCG}LStt>YPk&WTgcyZ>!P~U2akdH_v1e~g}^a-D%p~_pza(?J@B-?R4 ztv!ay8}(soch&cPrsHfJjIO6zXZ=kq1GS{7R~8}+ zO(aI}d@Bh1b~Us;ultfipf{#yvel_M+;5(&9cEYw%L1-Q>eTqsb>)f%sx532&N85n zW0=$K2IZeEVx7ro*8n{6Q~{VKG1`}cUzJxbhgCM+i^}Q7dt9+b!gih!o#nQ6U`-!U z$dT=@YbAHGw61Iw5mT@32dGqmQyKV9k@)mSxd8E>ZG}kp!%0{$$_p5U|oq z7tKr+2GaE$u-uI4JzW$VHlR#|pk0Cya%2)?>q^X2We}rOSV= zd7E{aYI7XdP_zrMskQNinqevfw>19)D#|R#BK%n(vrB;@Ae)sElB*T8mc2Uu@S-$6 zY8~ur<0v7IEQhU3_C>c5*j=E)AEG5``|_eqzi|FigwiQgE+y?saxIfshKebxiCMP@ zXlt1rxSiK`1_iw(%=MXgk&F0qYcD<==ga*~IkHbGg2@4!*UaRxbxRe6(5T-`m6K&8 z%X0Kdem(KEFs$CV)ZISf{_Ar~=Sg;K)DOlMpCH-)K91eLZs^oAqkJB5i5?=~8 z9#eho;nlzXnSYZMPcFi~_o4HC$bJJ(qI28hD$b%C@}$ULe_^7UwJk4y_W&>(sOtSZ z;_a+O*MXDu2aFg>QUQZ13{AS%IJ`;W?VJBV!K_lO5!hzyMtBSSMkcCw6-1XRk-0&9 z;9Kd@?z@V7M7&=smF_Q?b{qDIhkDtpBR&M@XRU#xo>MH1UP5wl@dE$vkX&*qz#;(U zl;kY6%-qb%!hN3ojR4et^+f*1yldET)Hg=Pxn;n7F7geENeaonCL@m z5HoZX);>sOGgi4%1{7$#XrfQ&XW&~xb6A4NFG#F{xL%e-GdLd-$}Mx@sFQ+5rkwSY zl>jCvIm&xcM#yL*6?4CQp&=CXnuzwV5AQaBB=7?oUl1_q*%13dtDxR4b^j6)R-*$- zlo+Psc(g-v}X`E9^rXt$(M=EV??B`q~V40 zP!CyaL>!=tX|vr#1s<2aCLtoNNoAbb0G)}WU#pkvR(mL@3e*>KRC6r)`MG%6>}iC2 zpC(&hveuT(knd3@O!<)noH{b=4-_nsC$;tB-sz9qvuif=NH)rVwu>_uP`0_v0?(y!}d@QgSkTulcoZu23(DndfvH;5*0=%PxfBX#wt7Hh4 zS@=Q_$l(g({OiW1?lHMjw`SCEctw#@?-AviUwpjKDasfvczOY30+Hu%D|?j0mdj{7Y|ABE!K#yg+- z1)hdy%`xlHiK46cse$!EV78aO)liaB3TX1BnlVE#VWRi(P}$a&eG4#0*$=jLw@rR{ z==8=-9g1SkM8T?vD==3v5i_u0$V!jx1Mb^ON~uA(IOg;A7ar z$rIF{BM1W=35jvuGbfIZmD8jlUQ{WrIOdNq0shBnAnJD+Vq8vfRF zi;v_BxFW0^wau-Z{4f^lWEiP9`m}Lp4v>Z~UsO)RINgCN*eW@8D2h@aSsBf~L+vNc zou?6%ZlTQ_n-I0g<&=2eZ7#JfEpd*ntUd?{BMfs3B z?&C$yrr}N77Q7t}Y)ST`H3TivX&a^q$CVTYttckPINp)9@Uf*Q1FLEQ@q(U2pTL%k zt6MXVXQC<0PBBVRLP6a&C_6V$5vEPVpMjc=Op90wlMgy6V(FVN`D;&MuQZ=U_?QCF z*RX!5qU04wAHY`59Phjm+k8N>MwwicN^>Q}eD>E#%h!X(ki`M5vgm zx(Nd1k4$t9WJ{uijQLf7IuJ{0MjI2EI);Se{6{)KH6!66mpl%d#-oNl50SZV0m?(c9;~Gv>YGdr zMq-}F^r9EgzIiWbk^EFJwS@%6a<~NNMbWYA%hZ)ck1xyWe;}N5qOW#d6FR=lWeikC zxrZf5TB&Lg@q$%&ewCtAI;mbQnKdUEt?BlPMuQ&O31SVgucp+QO+ zW3cgR>&vK(p@@r#lY(%zy=S*?dj0sI!lpSui>g=2TSa<0t^xzIrnINjyY0b=SH#d%FKIz!K7p5WZ0?E}SsS9+&lj!#| zZF7cE5%#`bXChkzq|q5_yZ_`Ru7c?SxZDK%J1l0y@zT(umaQl&zW z`wEK^5pkOq2d}fSm5ib(*Hv{)=veIUDx_&@`mh_7wP|Ck&{rcN@GH+HHxy?=+Rj}5 zxCf@0jbwHO8la3p=+!E+R}(&1V_<%#5^YId+K*<}N>XdI0*A=+d8f>n93ro&hvWO1 z4MF-fG7!^_iax$zpKsi}FU_k{%wDJlF8TKsEARY`q$B(EuL^KJl??e+Q*XCd$m|_q zj^%}ABPXhXZ(5$n~(h=`v1_9OiIx`*T6Pgx$dyOodMsz%2+OkVlmwXeRCHYPtp3j%S? z*ms1X`i#-KH=5?yMdv7K0|&iQJ(*Y5Jrtu2aE%w^PrbXcHH#Q*Gs~9Fsnpa^HQiD+ z<+3GHlTz)MU-|)bey9HyaQ+82_kSKgW&R(K`2SmuWvHkB{qoxDi}?NN^&Sj>1Ob7;v;YDG)D9^`1~wujl}?G3P1l;1nw6cVD%~yRw4KyV zJ5Ap)zpr&jk5;#?G*0p)lisP%?m2JIQ)C1pL_!3JTzJ?m8;ONtI=#c!PD0MzZ;Ifo z0Z(GgAx4lfD2^47S@CgM!~=qi`%oE{%usK0iPJfR8$@s9V1g^p*Pc7j_$jl;zT;$@ z*3UrYQ|WkQ2tY#8Tw;{q#5Zg}pu>uUm4{G{n-33Lt57;(?+AZ`{V2iE=4%&SBc)I) zNrU}G(c90d%C&D*Y?iKPuq4GgWlN^r=uHn*GplYk-IRo4)exJAa1~H& zC1#a^PTftFBDIsVG9}CwEmb8ku}x|~K+KGYpU~&w01&@eMgmWtM8^J}S^Bpa*#y6W zt3RuDks4Qd4eY`x1`_Hc*32xOCPlwH;zr5u5_zXA!6bITOSUphrC5VT{+Tlw(pdu_v9 z2MreWWMVGbT^hV(3X+0EwnReb@vTLDNqiX*53#{pro~ zS6hFgap)->9To$3;MSS;IhlZ535ry<&kR%o+V+62XB6Crj9)L0G|tH%F29XfJ!`N= znu_*b6UVUPSXbF4+u(Gl&ITDQ1KF^V)6Mc#6ZCJ(U*on3t(G(}vloKUsqLSRkX}J5a z#=IK)Uq>N3;7pG_4FC-Y1mW;#aJr>(bX3R*vX2vh@C551$;b5opx#o`v!^k6M=h;_ z&aZ9-^oIz^Ra(^5~($*Nn)oiww$rkQ3+I=?L^$UYOCl>(*G6%)R_uufDfyN#!6c z1lDu*aC>+;g()Dsgx4Xv`&TScX{_s}=?mVdH}_S8iSeBZ?42I;M!LkWQ7x}&dYjco zU)PfzK47=Rc}t{!8Lq?!G9;woc|FI#23SIEmoVbC=3Tl@&b9F=8xiHN9cZ*wQ?t8$ zN6~}02}I@X!rlAhQEEJV3_0w{(9bg26woxF4HZxSi{yP5xlyOi%#c_7mdLph8@res z&*2A}^BsO;)$LKM>WQ#114AVoQUc>@?69Z31x@tt{vy{gBTa3`jGAb+qCp(A*931x zLFJkmE$?tnBlnk`vatBQDnSc0KR&|eaa3ICitvFUURoMf369rh^5W~+Sl@@ZDFYqDFB-X` zJMbz=?JHWBAif98e|7aQC|tXZ54WSG{+$V zr-anu4hdoFQzC7mDzJrf2DAt1oV^0Q&R1>|$46=RCkalxV|0eCq&g-V+=9*h;xy`L zZ3!jyduuxl^|8gXB*rHEBDarWR};=zrKMKKUxn-ySIeX4uA?J4QujRG3yz^^+leB_ zPg=YJxgpHm6LK0!-!Ex={u6fVUzcfci2cB3Znv)4_C?&I=o_408N!Mz{*TxvHWYuv zsMF!l^H;{#*ASc?3HoTLs0pJf!=T{HA!@(Lzw$rGVau`z+dXexOSBo(eiMfrQ@_4G zJmoiY`_AIcr{;*TP|{i@#-sCJe}9YKul+}o?Fpp9`gP6R;vqZS7$^eZJi^hBOzCF_ z^*k=)@o7R$_4z>L!KSQGrx5puQP!achP{0**tjxsQ=MVyJ|dZC9HMQdL=+jNIPue= z)?AYS9tCKQWqb-foZTnjpck33)r|=!i(f0TN$+6PaBmI8wHd0&469^m=8karH(~$y zgwB9L(FMfaPpH)@01g*^zL}c2Bz!EK*T-oYU3o-jH$O2py42I*b3oN4++X$W{sxZl z>0K=_;q)7zfd!`A5BPBo&rs}M0_p3K=zx`-LC9O8(jz8~kp?~dLMv)4s}ODNf`LT|6o<0bi$QMfhNKCA7>(MsX;G)RF;met=2!E=h%0 zKU#Gr5~Bhuk{ju*fLd?&h)^6{*}V6e@8afG#&+Eny7oX|OIYO=VWkd=kk#dLkZWU} zjaynf<8WW0q3Us|cM?>B2YG|6;R(F`*##H6r5dLCL3;s!-o&`xAUVVY zc$?DTX~~$V6gY`-VXm|=CCs)FS?L%tJqZzw_UdZq^xet;Wyx)EVnnNU9>tq5rWebh zz?^uaTe7p9NW`1HV-TTU(X9J-Ywxt%VD`6+FlQyhf@V3*pOFI}W;#AC+m_X3CRbP1 zu&vEv`yPM#Jb35*81Xod$}lOM{A-ZAS$J;H9d^S#SwePv4bfk`u!_J4?vkoaCF&iG zS25kb$Duj}W{9fQ(yer#D?+`cv3)7Q_ztT(?u^~AyuNBAasIjR%9}B zx0J?`o7hCD&a!fH-69`a1XIzlRe0?5(nKfgS>^m=4h8H=d!t=D6!IKzc-Hx}eNb*0 zcXAN@>0)RinOuMHz*6+wtCCPo`1ERwWs!s{Wu>G&0sIyw2Pm_ydz(82(;4cd z+f(mh-EGo`jx@(Bx4o0CXq-TBov;gFx&hO4xB~{!aq4`%f`nvK)UY!&si@aFfese9 z_&LY>b91t4WC~24$h85&OK(04H@{qHBed&tQ2xH zhbT5k=xBt}txRFsa(upH7)fDyTzbV_N4&m62nor+;J?YX3&)eVS!&f>^KKCZr336F zD-YKegq*KM%VT5qMO}2GACbXYq<7VGhiL5}@?0GHpmk~$?-U8KQ~1i%jib=3B#;RVE`pf8J9>7b6q3j4K`kJW2hKk>@$ssELE~O5y}t zQBw0D{EFzqo2sazw9mP?t+`H+%c9v>nlt$kwd*9#nZu`u{n0Lf_NT{3? zUbF1j7~pk*_;_2*JG1*1-%mZn1|e++Kqu1aHXs}{qX+<^KIS{t?$Zr~c6w4$!bqa5 znU}bV3CohT@!IP3VxZ<1T!Ys&!NcoN-4V*`PVKse&_<5Y+bB-%n)6HI)M5+c??A5MXc+j?+b6Q$Qs)LJ`|pw9x%sy}Vn||9o}#u2ijRt9ixd;hFoDpSP30b7q!5 zB{`eUe#*J??tAq%7YUAmB}9r4^R9c0iGYg8y*a%`Y|^#8(VCUtCnwSlHHXMWeV8=t zE=qT=A5gX(LAS95Q+{}WTs%RxDI`IL6iVjU^x|VhJG3E(>>CByl52ItY043bAA&$6 zBo;$-5)$Mg6cFjwHEG}?Q)yDFiC7gqS2}HP@0ig>Le4_MM?|Yto^^E2;-2!#t$TL( zcVUuEOtj>pm>7j{;ffSJ`Uw?!iM&kWJa&OgWQ1C%)u3>zz4EAy@`p803Z#~7w;CoI zeiA}e&TZi{eB3-$lF=b?iV$|)MlIxm)$(MpMGKi;1@sz4THVu=I$c!6DrFCGt5snO zR!LKnQpJiz@&T9bHITZxu28zPj8FO%+W}V1)eAeirEbkDC%yK~(cN{AQ$$%@URe~K zX4y6xa-E8`3nAiG3!VSVh5awY0druwNVoVjff-WmFwUXc{e1vK+ zd_(Fz=@*1QQ9J~hP`HAS>_6Eff|4LnjNm>JBpnh*d|=^P3u}mUm_mYu(dxQR+mQB_ zFtbNWmk1%5c3iM5!WGYW?7X3*S$q9?AUQM@_RD1SJN`}_7wuzO)zrgabx`irB|C34 zmdC15$f4njkxlyoZpcwCC{^)>{P(fbC3*HOeSVhbbyw_)eDLt85e9?!D& zf-76ca@rgUo;7RoBCCclY8}F<0ukNxkP=FYA9=Lc$2aWiy3&;5^@ify{ItEf6KAD~ z144pxg=vYEm(RiaijlxTZUmCqnB4)-ao#vkN)BXcAD06-X&4ynK7rr&mkLjF5J1uO zWRP~`_33v1HDkb(iU17XNNA+0q<+5(d`|Nk(ES9Oy(V+OfV~`q{$dIkAG`tl0oN03 z5YB_?Pfr0jQ1J>56yIcPFadwhpj`lyh6gxw^-Y^Us1gVq0~k)Z#t){&$$jk;GS7&y zuuEcUpdOO9nWW0`2vM;ac%I|&Pvs==XO+ovO7&r{E4*d;&l0hL<~4&{$k)-bjD<@) zU*d~O-bPzg2vFnS{fAONtZM|klZj1Ooi*n#YdIIpY)|7nk9>&47;dY`NBkNw4e;@qyt zTq`0YGh>dJV~%ImO;mgZdZU`dHP8cwwjnYbQ1}JW@G127t;*p^jCEFaadF4Yl#A+3 z(r0y_3h_{Anq#P?6N5;=w72C1Xt#mkYKk9t-IE_QYTg=ycO$rT8mKij3lfcLEqu7E zXvoFX6gL)kM}_abzT`TlH0-=Vfr#owbLl0w`ajIL5~ z_hVKX8}eqkRM0+C!m0E@NQo%fYlSl*{8?^>>irRJ=&dBECWUJ=GsS{+##*ui*vDrE zD_yyoW}u`u_THFHbzeZ3-%Q}0W3{b*+;*W4E$wYM_yH7z$>&IDOtnw8Gs`n^p{x_)UKP8i zgIUGY#!FUW&J;)S9@1YoU^5=d9-a=2? zDYbBU2>(te&V0d1Xe@Qmo@${TPcaq!l7`ltazoSZdVCWcoBVmFcVxKza&s1c+aSfj zJo)JO&>S0eDRT8?B6VbBqRJawVkX%^oaUH$38T?v{&ya}>mvZ9#h3*q8K88>_{hx* zzhQs*r^gXWjge8;8myn#bH)P{{T^6F8KTRWvA65!?#PU`*vZS)o)^1v!JrGPVPMD>kWf@=kv z8y|dHa5jcJQ6)%yldLM1&68jJR~>ROyEnNz>JheQ1Z#c6*+1v2k(n@o_h?x3{*|*Qa5p$uf<$iexj7Tu#y2 zI0RFcRsz=MECJ^$?TGDR2iHzdyRL6HR$q~cXSwxs!H=Pae1JVpW}$@rN7@;D+o3hz z;u4{H2`JY1cI8Vjs-wKb3=9)f${wYh7~@mVv^g_-o``j;iB-3WPCoj)5?~c&xmPON z7Oq*<>Rm1rD7cVWGF1^}DKB{}J-zPwlE5%?d>L7h7Q5WRJ50BQ)ZTk2W^K)`m0kzE z2Xbd3hhBJ;iry81o~Rv#pxl(LWe3P;6MTwa*=!HIJJZ`qw1}i`7+v4;1Q_4Q6YqW) z3CrYkA9ShTMv}~+MFOivVv39Th^V_bn4_8+J&*YspBzBQl11PnPg=WbU8m@=XfK{c zne`zKM;b_}2YQ~#i@-JgQwdj$ooO_k%Oj+T_*pjY;*94@yVH}WsSO|Jlx>?IUSbLR z6<3McwQ-BI0%tJBK{*xy5M;1lkh$UL5RIZn`|DLac6(e0{&kV$B;wvV8FeK+71z0y}m>G~SHKC`CoVh5ulOJ?BGE0}F zsQzB~{4A@wzcd6h5BuPJf_|L$t53YmO#B4_R*vBzyrbwY7s&32j$ru$%LVK5X3!mo z<@>$j&A`^qC$Z()o~U706KF&Uu7IqWs28zE>yF=!N;kw3h7Ii}C}RY!-7+)*!x;!7 z0ke7F?wo|@Aj6jqxraxW>VtLLw%x@CNZA5uD?iQTPo^gFm!W{;v3yhU^pl(rA=vh_ z)u4c5`Fd@;F_D;k)VHE`HD@W_iIG))dt*%x)~ zl85WHf6Im6&-V%6pdmtDx(DJN4ZYv6-z{EbFZp#VAZ|{lY!yw;?p|0Jf8neWL)->;*{i|kIg2*6 z4qcySL|=(u7;JiB1yL+9tplg(h^!RzxzYM^m#{S5-MOD-P3w^M*z`!V&wDN>XQgy& z2U{br_Qpvx3zhg0N)E1zuJz`^ISEC}IZbZsgj%Q#KF}Tu;;*L&+9U~$8Z$6snc-88 z&oWS(d;5^#^m*GNesFygOX@>|xfK_3EetG9KiTaFj&P_l3t*()U6m}~h{SeMHQl82 zG}(#ioBiD1H&JzKrdtm{XkIj(@Ul6{C1UY7DKcei=AiF(q`?c*L-e<>akF)!-ay(m z??@wW#a9ASs4Fn}-__WkbnziHtEv$8c7(wDNYlqG{36+@QSeoN@_fw?maGxJa) zgUgpxK~6?dK{jP+oJN*4p$I$CQtim!xJO%*!RH`g*w0L^W;@a00idbJGSG><)(WS; zLPZ~cbKb}_eM6N{!;3pEv25dyj44zDj~^wiXSSX?m{rP()VI!QOPQ&!R@!Y-1s)PS zmb`Kkt@-CyR!K_rLT_7UR}f%{*Pj^$lj2nP>IPuH}D=Q-;Wv=2So zM^}@qlYAM_$^;RT3oMHE$;4qLO|Qes)|qOEdEptKMFwkXwqz^q(ust(<$WaU2|o!i zcN^zc9m9ht0(mYW7ZM);`pPBO$-9KhE&G!0sMOy`-y+cv&+d-KIlYXsNbbGE( z({4s^rWTHkBR*K+mleo6ho|f_iPNHu(5Ezb&ndM_HBk{czbbRnt(eXj%Rrw~YopPv zzeQ%An!5d+tKVD3z?j7|B}_(0Rz=NUQ18UTvwlyEH2y#Rwo@%!m*ObLJ;?}5h8fj-1$IaeIR9-4FZ@3T7 z#v~_a=W}jZcfr!9%)S_^h@}^<$n_pdD+IRIb$=Jzm37J~WoN7Egc>JCqdt@8_tz-$ zRen7swLJ4iYy_*YA)iahTjy`+$5PO|l5uMzZRjFrm6eKRbURd|3{kt-(KG?Bcp0& zW^`DRnI*|I+nO1r ztFTr}8LueRi)Q|6^dvCb+7RhbL}DfYuc)vh~p;D>H z4=E*+_i#K*7k9tCo0oOD8Tgr;zNAH*DwV3KSXu6oQBn*rRyeZIZl}D}^pgsQR7=cM z-+ayec$Kh*rbJ?=3t>o+vL`)!`4ZV~;xqxw%AUUBx?zQjO*&2@ zuQAQvGHXQByzp|o`rO5F;@>gOHdu%A2z-QEw6lY9dNZ$oZPZS2C*zp~ntndyR5EDi z!bR+{*1T$Lx{|b=V$fKw2)#tz7#1An7y*lbuGwLTOYy^56?-b2`N$}ts|;7I)Al`= z^~((@y)TN463^nXzg)wz!yC-m`wdAF9K|U%gx-Y<2YYK<-NBULk|M#2mo05<&yeP6 z(Q0yBKlfakb^yl-Tz=%2Huj0tk3CXJiA3leH@nC|w>g`L5S6;11ng7b z*&v8$lu(rRNC1xld8-n~kK+Nf7rIajUV%Tne}!np=vNWPgypaRHOP{eC2^dp^cw$` z4Q13h2+i6bl$4<4;Epm|S)DT=H5hc~%j1}|DFT~MC9;rIVc}StU33UOUC?gsOKkAC z2FefFML8PJ_5B~y`o7L9oF#cEhM(C-HQ1Fq#y#3^VW_ViKZi6b7Ztx? zg3%1VLvYF_8h+W$0abL9>_; z*VSDy+#|QN=r@N9{_*7@ofrP$KK-L-F`iRBemZBk6nQy-79gotr*L`qX&~Vt95=zpzgarUD!lqsg< zU9~-fq=%FYp1#RNcJ{eJ^#rMxc(Ln7{|k8q9j=Dn)8Ir}Ce%c*A;fBXoMVEM-fY1e zEh8_`r0qk1JF%(|fRHly!rBTst9G=b$D85NiWeA%OBEGdFK|-4O;kYBqAg0+b))!v zAo&7c)1UU9I?Y8Jw?$Gmg=}s8NdNN^tIm0n5Y^MDL0U-MXc{)V;gj%3#P4~e5=AVa z3dEnH!2%Chp7GPCTkf@l>5)G#>}K)Xq&+`LlmM5|2nx(O^P@b;vB+?z`&UrwWyAPub;NTFXV!w&B8tRZq|GQdlSVMwc(JY;&m` zkasOy9kg^bUMJsBJU_M?D=5ts&8NLWE@MFzyk_;OTIsnm$@>1+Lt)OBNv0cN`+LuE zU+d1bfV0HY$_Q5gzyy!Dj@<`4w|AObz^k#Md6$AH)|z+HTA&EckHE&Z zbD}lv!p@7&I_o&)qAg(#?`lJyAP(i#^e8(zILwoNK=~YZNrT{dsol%M^SpBv{Q;;1 z{v%q-@{|n*qMA!{z0k%!?~NxR)}b4)wQkz^u8?! zHHyv{5Ezw(b{7#kn_Gigt7~;})q+tvl`ipxc2_ek_7UH~$0fq0n5$E&+f&rf6Q%j> zaD0N=Iml+f#=f0pRo-5u0Dzq&vUV#S^M2HKt1me| zky8s)1g$sTks&ou7A{}E!Y9~0gPkpNRPj_oSYK`yBBInE)9<}0cF{!NK``^LeO=VmLu zL!T}_=lb3w!JT&xe?Y76UEhyYC`+w>t2qAQEBY@b&3_OR{+2X|hKkOH&bzB~r*l7m zkZwWP|847kvVpJG<83ZL=$GbsGZP zPzCcFPrV+TeW85ypMM!Xw_G1f{Y79uECc)Wdh^7l(Jm#JbGuUwe) z>+Z3TZS|i?Vt7b}5VwtA#B_CHx{C~@^eQOl9aF)tVY+E$x|7NV^(qlYD~wOKDLNvG zX1gQJ6|PR9Y0WO7>s;YIBC5j7-7J_N8Gm)C6|Rk(qbfR-f>MI6)vZ?^%c#-DB1V`a zJw2Km{|SrM(5Jg{U9Z+5T|~IHvK&BRT;s3)?IT@2G)&&%WU`B zB=!ZM`Q&?~^7d*Gr%6ygB{5#&o(+h2lH$@Vj!RHf`Cv)+PP;20S5~R`3-6eS$(Dar ztXE;F^EsIFAFgiRd_UCyqQlo}mfxKGK3 zra-1rDU9#%l_e|JM(m(qS9}HC2I=2=-z?L5fhLdczP|V*b4hdg?HF02v9KZvDC&v7 z$7PY|<}O;cN?oLw5k5gYVbI;w6V^-C#TI`{xI~&o&4{}06z|N#VslwyYuD&k&^3f- z8YF9emx3wL$waNIlUb-7#zNAWY(F7VjG?c6%Z}Y){lO6HAn#CXSAWS?lq+tcLdCp% zIg-}Ipiqg?Jk%H2QI|_><_yda_fgv(AhE(U^iri0pMjg$+P+JlKJ~3vG&-(S8M&5Q z20Q50R50cTq2Rj#gEFDH4ccK04$-`80i&uJstaC0wtId*Npmr%{F@09SWFMB%Xm(h zTQBDKtzAbr-&;p8`|e?$U&nYT@f-Y!`=sE_y`JG}AV%2>#M`Wfp9d~n)+b!KF5TH2whIzg7vA-C@_=koWd%bC3Lf+CE4FN0qu8;~ot<73 zJj<85776uv)%o?(!OAbuL^hH*I;wsfwuLidvKhs)V%Vc~x&SV$^$3Tzn^liGn&kHPYik0o^Gwq4y@mwO3>rTsican zq^unrtgHw^f9=59e}HM(zrLm?>Wui2atR=m&+0VXx}kC_u|~#4jUH<(TpJC-X`ijL zZ?2_9vS=clLNMvs?8k8boI$>2dV4$RK(VWiJ-1p{;b?(0JJvs@>vb;sj!m2lc|^7` zU?sp`@VWOGA%v@?p=B~{Bn{(r9-AH*2Dh>`^T!Bw76zL?>og)UthCD|ET}_B*KBH# z5pH3%+~a^?lHx<~&-eAk-{vL=*zP&7jW!DdOV>u8wQuhBNyid%Lfga~&r7XS0HKk8Ry|278giIz%v5A=1_pvI{q#Vhm@FRspLf+5S zQiKvX8d0j_x-1IC4}rj{;_}K~*sV;Om#_;C-jm!0jAISf$Q(ciQ{ic#zrYn*n?A|P z=R!T>8lEoDt*$$oEs3clw0d8wz{Jisv&0|L(OjE>o-8Dm+}f5Et^*PGvM(hFwHH@$ z7&mt(9x4LAPi%2ynJ7M7b|+Odz`33e2`aI19C<|VwZszkD#1s);-Qy zCwAwdF__hd?PByf!9rv7dD^J^dV_48-3?y23r!q>zoAB$$A0K-#T+B+78oJo1K(2U zzVCG0X~Fo=LezZ){`nitkz5~MdN2jV5t})MBVrOa)1?XQI(%jR^T}2DY+&;v9$z{a;Lq`i^oTTQSP?mFi-NDIdMfyz$vM`ciT!<+6jxf8 z;^x&r6*DIhP4|R?6mTeOpN{`dskx=G{OefXfm{=6HZP%B|=n5hTY=WFNqN2s zcZ>HL#mD%XE2;zO_)4__q^s+>9}ny@(G&dj?G;S#^ELwJZ=mKE?c9cUEoURvkS`kP7b2B;?Ti$ayDWng{jy{$Tv%(I9~wk_!Kh1*82hX$yR1zS zTS&(5Z`kDHNU%e6^Qk@=?PGrlr?`Eu*~PDR->8yr{e9*u_9Php5A^ifjFu>A} z9M5buel!ntq1A5-KFV+$M_Hf~&q7DbuHN+gO~bjS(r|0!{X~0Ka*r|Y*lD*BKn{kD z-`1;S(-g9i)jk=EONPyd(n9SZm(C++FX$1PM7h-sM7h8)kIQqxCA^=Dc^b+64M9)b zG5=Y+!xpK0@4kDgIj!79vX&XS4U$$=%|?2bL2UNmpi^}0)Z(m?H=k@*%6Q(` zJ2j0eHXhzZkCEALH#%#|P4zU&<_RtLCQ3XT9-52Tp5KyQ`>sx1u)dw&ULR2>-6cn3MDnM@zawrW*E_V(VL4m3kOrbi8sVQZ8PhS^`0l67{z{eDlD+m&Z@9R9xhB(xDaf2dB6Bc9FHo@`rfQ*C_CPENDmF2 zO>;FDZMdB0{FU_@7*{h}LHreb%a4th$E|TJA1ggww4r2Cq^m?6^#zP76DNk<9CQ&p ztOuN=n=UmM&~@5`5j#qJ9$VREriA?X>#PE=QRxgiJ>0A}O9YVq=cu=$r{}n&11>#R zi$jm;DQP%}!h^8j`N>`BwryF!YEgI{B)A}kbTv(xcDDA#|)8%}1a zBUKkvXgh;?d-eYGM6MxP*p9$8?V(D^Do+7+@nLojmt|EIM({bG2l+oWr->Ab)?vahG9gt+?!N-gytX| z*~D2qgp{FimCoE-wgldLcaz?-G!*HVqrl4vZBjL%d9%OF;|l+7i2s;t4v>PuJycTI zZMKEX17bktF&0RYlp=)sic=W7?Em^9NrVWdDm7LjxX&8kPsj-%y=mC&V|Kh{V@8Uq z708dJmCP(fu|d2`8J=PQraQ3boNo~W`sG$klN-b(i_d*NmE%8B9JjQsTsFj! zKl2QN9FUsH46jIzl+)tXYN8Runhr=|`TI#ljYN>Ofgf(KpC5rpg`!i3R_ki@G%CYg z-1@Hk7Z-spNzk4C)-q7|PFBQ02J7O&;tNIdNq6MQvIk`rT0u;*hoXi^wX zwWeWYf#l!_05n>ig*ys$fTCFOP0yu3%0F7rl^0i6QI zhd{xsX~Lxo)z+N(6+;Vq1Y~1G=igqf&gC`m_G%Vu7Su~dLS3FRvD7Q0#;y`HENDh^45|qHjE}M=o?Y?gYb6M z$Vd>f3JiHpm@Axd9|2htw4Nq`lOz)s5s?QBgj0f%4c*1Q5rY0;H=SIE69`iXNkR~j zS5~N)sehnUtfCNwhLRT-TnApD{~#JOIuOzAv^=a46(|(C6W5{u{`sbxL@$yvRsu9P zh@gWo8j;J0Iz$D`5yqJk(Ff|;u$&`$6}Vhmcwi5;BUaWJ7(y6nxRl85P%zGtI=lJi zy4hmfi>tOWNW(F^F4-khR3JV+c~Xn3W9Gu&*~>kzdtBi6_%JEXQMsJU0xQPZ{JaMq z*I{{I^Y`>g7cWC(R|2(%(UnW_Cw>y<-+}ZNt7RNU5y*De5*rIfjgPtoajgfo=1Ov zgMH#{E@cAcoNqi^p8Q08j6;DMqvYoxph!Mb*Eixz|L|PKgS( z8Ka5RwTG^2tk?7X6Mn*o36G3ID~*BYI{NIkg*yGSdH*2E`;;brv-Tepl6Ho9IDT z3`vJ4O~UJyCdWu0Tx;~^#s8JKGEAuR7G&LxIC%XwK72-1iz}|Zp!tTG!HI@N2jcJZ z`DFkJMweS~r}_meBf3~d2U=M zl7tOIJ?`|#EkWr^+vEKqS^MtJK+#J{E~fX0Ff#$zbIYAR*FWhm2|~7MCO_5RI_b7J ze2YBAYUMBTu88CzX`xD0z`+DR>gevGEAI*6Aq*`j{W^lJ5<^~s%7uD8E67}KcIG5l z0#nyQ9|=a?Zth+*;iFO4n{Rf8No1tZ!E^^J#%uQ`6MC%CdUTy#SDSsP(Rs9;ebejI ztrv-LbE`Yye({@ay|M6O2gK*uY#JN^9tePD*{V7D(1t(0_xHi~bn#&nKlDpxYJnl}UUDjE0`D3CPauSD`fEe?~$425;$Y?3u zhTCc{dG38gtIPe3zY)IBEWtJd!NxTKz~L(Anle0QcRb>#TH^9zD#lzuEo1X~`CHSI z{rEHFe)mO7|2JBXnx#GS#2HxKu?5HLG@MB`lR20PxBzTk=`>=%62aW+yam7t z?7Ryo08NR$_wi1Zn3QCfRcTS{oV6}bIsxCqLrdKeau{%rk)~BD536@FtXx%V0_(g( zlM4I6h(K(?ua>qSr*Q&rwS&cxK|2+7Kia5qew&#CJtUSZKxmWF6_t24%&WNtgR zSZn8N-|A9I)pLINuiMvgZ)8+gqo-)v+vHt~pu-jvA9F^uPz)$|2cT!G{ca8>aR)G6 zIEsRlSCUYB|892OkUoUp|%+N2b1yQ02`9Ke8@hT#$<)GF6 z3Fw9IEq$(e9>)0+y$!dE%y_>m_(fGjz9+HH?+VOi^Tc}6c4Ue(1lGpt6?Kw(S@MBe zWgEi1`Zk>)mS0+uoBK^={E=dxgNi-S~N4SU(gu;T*{Giv$or zQ3}930-n6%zLkRV%-sAPpG-3E_Kv9SmjW1H`Al}6vlV-KC(B0*b?s~_?~CL?aP-qX zf&F!k>Q5d!GJ|mok;^d7T5Op*yS*X>U`D{ibIsk@=_QD?HhKX)#Vrb@SAR!n$dZI) zt85qV{ZM+XGF5GA#1GzE)-6qyB4lTjY2FHz{3PDNRbk;r{F*-iojbyvmGS@b@Nt z!GPynP=WT6llEW~Ff(Y6P}C_5)Tb8jQy7(DxMg;coc5E|vSrl!)STiAi~$a#ohS*u zmcssW@`KzMH#2Ot%H$h%BV&iU6)LzlJV>KsW0Wc9a=T(9qTG52@7veDuSuH>AB7gc z+tfKKnvC}DZw}owX#xvc4apCg?l^wWaE?H+cO_UDCQINMcjBYqN1b<)KcsJlgzPZT zpj-w@BQ99(awXz&Cu(7{ZO=8WVIeshxIn8uxu$SNgNbIUcDJIcI2#f!Do z+g;(f25y$J=WJdwxaS?t+DmkIwa@J${bguc=xuF2!Dp3&i^v~{-=b9KzHB?$X@Me# zBhjn#r|q|D=8fQf=uP3Eh!1Ej9PZ4q=G5pdid^Y^s9vzZDfjW8=O{JVGNIybX(6u) z*FrWey1wI#Eyl2%FM{gy1a|Yke!d;P5HRTLr={3V{Ml3E&rWE@qU-z8{r!4q?5z_1 zX0EFGczF-FZSc*1PF{JSugi>wrw^}?j(&4N$iBK7c@2$54UfP~PJjRaYC1&L5c$Oy z*qoo}k>km(2RLRPy)FDCoOS18*2b9R5K{M^iJrNCfma!jTsdNG@y*7}+ch7*44&#S z)i^jM+9A3LyG;?*t(+HiNFpEN0%u zmI<$IjIC`~9asl*b^nZo_wG!?bW;A?ZOwRjZU4z|lKwAwad_JzW;>tGqEEM%PruM; zCz;Magf2J$N#{epjdI57GUuAm*|^IZywO8 z%PSD@c`g>wO>yM;0@tz7t$yw-767H8czsD61Hk)D6vLLP?K{*;)-;A^iX`qh?an;H z*Pr=^{&GRAc5(PpD5G}Z`8c|37OhJ_BhNtp)7@#I@Tz@3dh0Oyo4C%gHHAjm_1AtR zjlKjf8LN|+zgwNHhfxNNeH=~lA3)mQn~$OmpMUK?olG$Fr`5hazfIV`(Y7FBw|K94Z!xdRv^hAyA!u`e{N? z5Vs?hqqlv5Y~FL1_O9B?GjuJ3=9W+GoAmqz5{g*!@Gp9g?-H}#f76pJ?Ei!U(9Ms^3k#tJ?r}k~iw;KzM^mad z7=j=*a$MpK2S37X;<($(u4Z?%cLyTuE=$~^-F$J`_kOUXNL^*w#8RQ!mTi_8!j0?! zJ?&z`536E{V7)?G%Jox~h&gvsFhZRq2GQyU!bSJfx2gB+1#)ior=i-N2{DltfJzTv zEr&2mM$?o`I%k5Fclf*210R=uiDuAihWd1bNmqnZJIaL2W>0@x&(nCH}ZE<%~)=KuPVY&1$uceJlpummp)uI;9>-8JW<1TrAJ?+`yBBa+k_7#Nl hf^qwQzYs32M$WFD&SvJ&tQ;&HoX})sVhZBW{|6>XU}FFP literal 0 HcmV?d00001 diff --git a/docs/a_new_instrument_for_microbial_epidemiology.tex b/docs/a_new_instrument_for_microbial_epidemiology.tex new file mode 100644 index 0000000..744caa8 --- /dev/null +++ b/docs/a_new_instrument_for_microbial_epidemiology.tex @@ -0,0 +1,242 @@ +% Options for packages loaded elsewhere +\PassOptionsToPackage{unicode}{hyperref} +\PassOptionsToPackage{hyphens}{url} +% +\documentclass[ +]{book} +\usepackage{amsmath,amssymb} +\usepackage{lmodern} +\usepackage{ifxetex,ifluatex} +\ifnum 0\ifxetex 1\fi\ifluatex 1\fi=0 % if pdftex + \usepackage[T1]{fontenc} + \usepackage[utf8]{inputenc} + \usepackage{textcomp} % provide euro and other symbols +\else % if luatex or xetex + \usepackage{unicode-math} + \defaultfontfeatures{Scale=MatchLowercase} + \defaultfontfeatures[\rmfamily]{Ligatures=TeX,Scale=1} +\fi +% Use upquote if available, for straight quotes in verbatim environments +\IfFileExists{upquote.sty}{\usepackage{upquote}}{} +\IfFileExists{microtype.sty}{% use microtype if available + \usepackage[]{microtype} + \UseMicrotypeSet[protrusion]{basicmath} % disable protrusion for tt fonts +}{} +\makeatletter +\@ifundefined{KOMAClassName}{% if non-KOMA class + \IfFileExists{parskip.sty}{% + \usepackage{parskip} + }{% else + \setlength{\parindent}{0pt} + \setlength{\parskip}{6pt plus 2pt minus 1pt}} +}{% if KOMA class + \KOMAoptions{parskip=half}} +\makeatother +\usepackage{xcolor} +\IfFileExists{xurl.sty}{\usepackage{xurl}}{} % add URL line breaks if available +\IfFileExists{bookmark.sty}{\usepackage{bookmark}}{\usepackage{hyperref}} +\hypersetup{ + pdftitle={A New Instrument for Microbial Epidemiology}, + pdfauthor={Matthijs S. Berends}, + hidelinks, + pdfcreator={LaTeX via pandoc}} +\urlstyle{same} % disable monospaced font for URLs +\usepackage{color} +\usepackage{fancyvrb} +\newcommand{\VerbBar}{|} +\newcommand{\VERB}{\Verb[commandchars=\\\{\}]} +\DefineVerbatimEnvironment{Highlighting}{Verbatim}{commandchars=\\\{\}} +% Add ',fontsize=\small' for more characters per line +\usepackage{framed} +\definecolor{shadecolor}{RGB}{248,248,248} +\newenvironment{Shaded}{\begin{snugshade}}{\end{snugshade}} +\newcommand{\AlertTok}[1]{\textcolor[rgb]{0.94,0.16,0.16}{#1}} +\newcommand{\AnnotationTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\AttributeTok}[1]{\textcolor[rgb]{0.77,0.63,0.00}{#1}} +\newcommand{\BaseNTok}[1]{\textcolor[rgb]{0.00,0.00,0.81}{#1}} +\newcommand{\BuiltInTok}[1]{#1} +\newcommand{\CharTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\CommentTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textit{#1}}} +\newcommand{\CommentVarTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\ConstantTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\ControlFlowTok}[1]{\textcolor[rgb]{0.13,0.29,0.53}{\textbf{#1}}} +\newcommand{\DataTypeTok}[1]{\textcolor[rgb]{0.13,0.29,0.53}{#1}} +\newcommand{\DecValTok}[1]{\textcolor[rgb]{0.00,0.00,0.81}{#1}} +\newcommand{\DocumentationTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\ErrorTok}[1]{\textcolor[rgb]{0.64,0.00,0.00}{\textbf{#1}}} +\newcommand{\ExtensionTok}[1]{#1} +\newcommand{\FloatTok}[1]{\textcolor[rgb]{0.00,0.00,0.81}{#1}} +\newcommand{\FunctionTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\ImportTok}[1]{#1} +\newcommand{\InformationTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\newcommand{\KeywordTok}[1]{\textcolor[rgb]{0.13,0.29,0.53}{\textbf{#1}}} +\newcommand{\NormalTok}[1]{#1} +\newcommand{\OperatorTok}[1]{\textcolor[rgb]{0.81,0.36,0.00}{\textbf{#1}}} +\newcommand{\OtherTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{#1}} +\newcommand{\PreprocessorTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textit{#1}}} +\newcommand{\RegionMarkerTok}[1]{#1} +\newcommand{\SpecialCharTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\SpecialStringTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\StringTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\VariableTok}[1]{\textcolor[rgb]{0.00,0.00,0.00}{#1}} +\newcommand{\VerbatimStringTok}[1]{\textcolor[rgb]{0.31,0.60,0.02}{#1}} +\newcommand{\WarningTok}[1]{\textcolor[rgb]{0.56,0.35,0.01}{\textbf{\textit{#1}}}} +\usepackage{longtable,booktabs,array} +\usepackage{calc} % for calculating minipage widths +% Correct order of tables after \paragraph or \subparagraph +\usepackage{etoolbox} +\makeatletter +\patchcmd\longtable{\par}{\if@noskipsec\mbox{}\fi\par}{}{} +\makeatother +% Allow footnotes in longtable head/foot +\IfFileExists{footnotehyper.sty}{\usepackage{footnotehyper}}{\usepackage{footnote}} +\makesavenoteenv{longtable} +\usepackage{graphicx} +\makeatletter +\def\maxwidth{\ifdim\Gin@nat@width>\linewidth\linewidth\else\Gin@nat@width\fi} +\def\maxheight{\ifdim\Gin@nat@height>\textheight\textheight\else\Gin@nat@height\fi} +\makeatother +% Scale images if necessary, so that they will not overflow the page +% margins by default, and it is still possible to overwrite the defaults +% using explicit options in \includegraphics[width, height, ...]{} +\setkeys{Gin}{width=\maxwidth,height=\maxheight,keepaspectratio} +% Set default figure placement to htbp +\makeatletter +\def\fps@figure{htbp} +\makeatother +\setlength{\emergencystretch}{3em} % prevent overfull lines +\providecommand{\tightlist}{% + \setlength{\itemsep}{0pt}\setlength{\parskip}{0pt}} +\setcounter{secnumdepth}{5} +\usepackage{booktabs} +\usepackage{amsthm} +\makeatletter +\def\thm@space@setup{% + \thm@preskip=8pt plus 2pt minus 4pt + \thm@postskip=\thm@preskip +} +\makeatother +\ifluatex + \usepackage{selnolig} % disable illegal ligatures +\fi +\usepackage[]{natbib} +\bibliographystyle{apalike} + +\title{A New Instrument for Microbial Epidemiology} +\usepackage{etoolbox} +\makeatletter +\providecommand{\subtitle}[1]{% add subtitle to \maketitle + \apptocmd{\@title}{\par {\large #1 \par}}{}{} +} +\makeatother +\subtitle{Empowering Antimicrobial Resistance Data Analysis} +\author{Matthijs S. Berends} +\date{} + +\begin{document} +\maketitle + +{ +\setcounter{tocdepth}{1} +\tableofcontents +} +\hypertarget{preamble}{% +\chapter*{Preamble}\label{preamble}} +\addcontentsline{toc}{chapter}{Preamble} + +This is the integral PhD thesis `A New Instrument for Microbial Epidemiology' (DOI \href{https://doi.org/10.33612/diss.177417131}{10.33612/diss.177417131}) by \href{https://www.rug.nl/staff/m.s.berends}{Matthijs S. Berends}, which was defended publicly at the University of Groningen, the Netherlands, on 25 August 2021. + +All texts were copied from the printed version `as is'; no modifications were made. + +\hypertarget{short-summary-250-words}{% +\subsection*{Short summary (250 words)}\label{short-summary-250-words}} +\addcontentsline{toc}{subsection}{Short summary (250 words)} + +Treating infectious diseases requires insights into the microorganisms causing infectious diseases. Antimicrobial resistance (AMR) in microorganisms limits treatment possibilities and poses an enormous healthcare problem worldwide. The spread and AMR patterns of microorganisms, risk factors for infection, and preventive and control measures of infectious disease are studied within the field of Microbial Epidemiology, a cross-over field between Epidemiology and Clinical Microbiology. For analysing the spread and AMR patterns of microorganisms, however, no standardised method previously existed. This thesis showcases the development and applied use of a new instrument to analyse AMR data: the AMR package for R. From multiple viewpoints, the AMR package and its advantages are put into perspective: from a technical viewpoint, from an infection management viewpoint and from a clinical viewpoint. These combined provide a common ground for comprehending what the AMR package could yield in the field and how it can set a new empowered starting point for future applications of microbial epidemiology, in clinical and research settings alike. This thesis subsequently elaborates on these multiple viewpoints by illustrating the use of this new instrument in epidemiological research projects in the Dutch-German cross-border region to better understand the occurrence and AMR patterns of microorganisms on a (eu)regional level. In conclusion, this thesis shows the added value of a consistent data-analytical instrument to prepare and analyse AMR data in a full-region approach, that can also be used in clinical settings to obtain novel insights on AMR patterns. + +\hypertarget{colophon}{% +\chapter*{Colophon}\label{colophon}} +\addcontentsline{toc}{chapter}{Colophon} + +Cover design: Matthijs Berends (images used with permission)\\ +Layout: Matthijs Berends\\ +Printing: Gildeprint -- www.gildeprint.nl + +The work described within this thesis was supported by (1) the Certe Medical Diagnostics and Advice Foundation, (2) the INTERREG V A (202085) funded project EurHealth-1Health (\url{http://www.eurhealth1health.eu}), part of a Dutch-German cross-border network supported by the European Commission, the Dutch Ministry of Health, Welfare and Sport, the Ministry of Economy, Innovation, Digitalisation and Energy of the German Federal State of North Rhine-Westphalia, and the Ministry for National and European Affairs and Regional Development of the German Federal State of Lower Saxony, (3) the European Union's Horizon 2020 Research and Innovation Programme under the Marie Skłodowska-Curie Grant Agreement 713660 (MSCA-COFUND-2015-DP ``Pronkjewail''), and (4) the European Society for Clinical Microbiology and Infectious Diseases (ESCMID) through the ESCMID Study Group for Antimicrobial Stewardship (ESGAP). + +Printing of this thesis was financially supported by the Certe Medical Diagnostics and Advice Foundation. This support is greatly appreciated. + +\textbf{Copyright © 2021 by Matthias Simeon Berends.} All rights reserved. Any unauthorised reprint or use of this material is prohibited. No parts of this thesis may be reproduced, stored, or transmitted in any form or by any means, without written permission of the author or, when appropriate, the publishers of the publications. + +\hypertarget{introduction}{% +\chapter{Introduction}\label{introduction}} + +You can label chapter and section titles using \texttt{\{\#label\}} after them, e.g., we can reference Chapter \ref{introduction}. + +Figures and tables with captions will be placed in \texttt{figure} and \texttt{table} environments, respectively. + +\begin{Shaded} +\begin{Highlighting}[] +\FunctionTok{par}\NormalTok{(}\AttributeTok{mar =} \FunctionTok{c}\NormalTok{(}\DecValTok{4}\NormalTok{, }\DecValTok{4}\NormalTok{, .}\DecValTok{1}\NormalTok{, .}\DecValTok{1}\NormalTok{))} +\FunctionTok{plot}\NormalTok{(pressure, }\AttributeTok{type =} \StringTok{\textquotesingle{}b\textquotesingle{}}\NormalTok{, }\AttributeTok{pch =} \DecValTok{19}\NormalTok{)} +\end{Highlighting} +\end{Shaded} + +\begin{figure} + +{\centering \includegraphics[width=0.8\linewidth]{a_new_instrument_for_microbial_epidemiology_files/figure-latex/nice-fig-1} + +} + +\caption{Here is a nice figure!}\label{fig:nice-fig} +\end{figure} + +Reference a figure by its code chunk label with the \texttt{fig:} prefix, e.g., see Figure \ref{fig:nice-fig}. Similarly, you can reference tables generated from \texttt{knitr::kable()}, e.g., see Table \ref{tab:nice-tab}. + +\begin{Shaded} +\begin{Highlighting}[] +\NormalTok{knitr}\SpecialCharTok{::}\FunctionTok{kable}\NormalTok{(} + \FunctionTok{head}\NormalTok{(iris, }\DecValTok{20}\NormalTok{), }\AttributeTok{caption =} \StringTok{\textquotesingle{}Here is a nice table!\textquotesingle{}}\NormalTok{,} + \AttributeTok{booktabs =} \ConstantTok{TRUE} +\NormalTok{)} +\end{Highlighting} +\end{Shaded} + +\begin{table} + +\caption{\label{tab:nice-tab}Here is a nice table!} +\centering +\begin{tabular}[t]{rrrrl} +\toprule +Sepal.Length & Sepal.Width & Petal.Length & Petal.Width & Species\\ +\midrule +5.1 & 3.5 & 1.4 & 0.2 & setosa\\ +4.9 & 3.0 & 1.4 & 0.2 & setosa\\ +4.7 & 3.2 & 1.3 & 0.2 & setosa\\ +4.6 & 3.1 & 1.5 & 0.2 & setosa\\ +5.0 & 3.6 & 1.4 & 0.2 & setosa\\ +\addlinespace +5.4 & 3.9 & 1.7 & 0.4 & setosa\\ +4.6 & 3.4 & 1.4 & 0.3 & setosa\\ +5.0 & 3.4 & 1.5 & 0.2 & setosa\\ +4.4 & 2.9 & 1.4 & 0.2 & setosa\\ +4.9 & 3.1 & 1.5 & 0.1 & setosa\\ +\addlinespace +5.4 & 3.7 & 1.5 & 0.2 & setosa\\ +4.8 & 3.4 & 1.6 & 0.2 & setosa\\ +4.8 & 3.0 & 1.4 & 0.1 & setosa\\ +4.3 & 3.0 & 1.1 & 0.1 & setosa\\ +5.8 & 4.0 & 1.2 & 0.2 & setosa\\ +\addlinespace +5.7 & 4.4 & 1.5 & 0.4 & setosa\\ +5.4 & 3.9 & 1.3 & 0.4 & setosa\\ +5.1 & 3.5 & 1.4 & 0.3 & setosa\\ +5.7 & 3.8 & 1.7 & 0.3 & setosa\\ +5.1 & 3.8 & 1.5 & 0.3 & setosa\\ +\bottomrule +\end{tabular} +\end{table} + + \bibliography{packages.bib} + +\end{document} diff --git a/docs/colophon.html b/docs/colophon.html new file mode 100644 index 0000000..3ae435c --- /dev/null +++ b/docs/colophon.html @@ -0,0 +1,237 @@ + + + + + + + Colophon | A New Instrument for Microbial Epidemiology + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/index.html b/docs/index.html index b0403b1..dc3dd8e 100644 --- a/docs/index.html +++ b/docs/index.html @@ -24,7 +24,6 @@ - @@ -32,7 +31,7 @@ - + @@ -137,8 +136,12 @@ code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warni
  • A New Instrument for Microbial Epidemiology
  • -
  • Prerequisites
  • -
  • 1 Introduction
  • +
  • Preamble +
  • +
  • Colophon
  • +
  • 1 Introduction
  • Published with bookdown
  • @@ -163,12 +166,15 @@ code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warni

    A New Instrument for Microbial Epidemiology

    Empowering Antimicrobial Resistance Data Analysis

    Matthijs S. Berends

    -

    25 August 2021

    -
    -

    Prerequisites

    -

    txt

    - +
    +

    Preamble

    +

    This is the integral PhD thesis ‘A New Instrument for Microbial Epidemiology’ (DOI 10.33612/diss.177417131) by Matthijs S. Berends, which was defended publicly at the University of Groningen, the Netherlands, on 25 August 2021.

    +

    All texts were copied from the printed version ‘as is’; no modifications were made.

    +
    +

    Short summary (250 words)

    +

    Treating infectious diseases requires insights into the microorganisms causing infectious diseases. Antimicrobial resistance (AMR) in microorganisms limits treatment possibilities and poses an enormous healthcare problem worldwide. The spread and AMR patterns of microorganisms, risk factors for infection, and preventive and control measures of infectious disease are studied within the field of Microbial Epidemiology, a cross-over field between Epidemiology and Clinical Microbiology. For analysing the spread and AMR patterns of microorganisms, however, no standardised method previously existed. This thesis showcases the development and applied use of a new instrument to analyse AMR data: the AMR package for R. From multiple viewpoints, the AMR package and its advantages are put into perspective: from a technical viewpoint, from an infection management viewpoint and from a clinical viewpoint. These combined provide a common ground for comprehending what the AMR package could yield in the field and how it can set a new empowered starting point for future applications of microbial epidemiology, in clinical and research settings alike. This thesis subsequently elaborates on these multiple viewpoints by illustrating the use of this new instrument in epidemiological research projects in the Dutch-German cross-border region to better understand the occurrence and AMR patterns of microorganisms on a (eu)regional level. In conclusion, this thesis shows the added value of a consistent data-analytical instrument to prepare and analyse AMR data in a full-region approach, that can also be used in clinical settings to obtain novel insights on AMR patterns.

    +
    @@ -176,7 +182,7 @@ code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warni
    - + diff --git a/docs/introduction.html b/docs/introduction.html new file mode 100644 index 0000000..165b2c6 --- /dev/null +++ b/docs/introduction.html @@ -0,0 +1,400 @@ + + + + + + + 1 Introduction | A New Instrument for Microbial Epidemiology + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    + + + +
    +
    + + +
    +
    + +
    +
    +

    1 Introduction

    +

    You can label chapter and section titles using {#label} after them, e.g., we can reference Chapter 1.

    +

    Figures and tables with captions will be placed in figure and table environments, respectively.

    +
    par(mar = c(4, 4, .1, .1))
    +plot(pressure, type = 'b', pch = 19)
    +
    +Here is a nice figure! +

    +Figure 1.1: Here is a nice figure! +

    +
    +

    Reference a figure by its code chunk label with the fig: prefix, e.g., see Figure 1.1. Similarly, you can reference tables generated from knitr::kable(), e.g., see Table 1.1.

    +
    knitr::kable(
    +  head(iris, 20), caption = 'Here is a nice table!',
    +  booktabs = TRUE
    +)
    + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
    Table 1.1: Here is a nice table!
    Sepal.LengthSepal.WidthPetal.LengthPetal.WidthSpecies
    5.13.51.40.2setosa
    4.93.01.40.2setosa
    4.73.21.30.2setosa
    4.63.11.50.2setosa
    5.03.61.40.2setosa
    5.43.91.70.4setosa
    4.63.41.40.3setosa
    5.03.41.50.2setosa
    4.42.91.40.2setosa
    4.93.11.50.1setosa
    5.43.71.50.2setosa
    4.83.41.60.2setosa
    4.83.01.40.1setosa
    4.33.01.10.1setosa
    5.84.01.20.2setosa
    5.74.41.50.4setosa
    5.43.91.30.4setosa
    5.13.51.40.3setosa
    5.73.81.70.3setosa
    5.13.81.50.3setosa
    + +
    +
    + +
    +
    +
    + + +
    +
    + + + + + + + + + + + + + diff --git a/docs/reference-keys.txt b/docs/reference-keys.txt index 75c6f22..e94587b 100644 --- a/docs/reference-keys.txt +++ b/docs/reference-keys.txt @@ -1,3 +1,3 @@ fig:nice-fig tab:nice-tab -intro +introduction diff --git a/docs/search_index.json b/docs/search_index.json index c92bd31..fc38b91 100644 --- a/docs/search_index.json +++ b/docs/search_index.json @@ -1 +1 @@ -[["index.html", "A New Instrument for Microbial Epidemiology Empowering Antimicrobial Resistance Data Analysis Prerequisites", " A New Instrument for Microbial Epidemiology Empowering Antimicrobial Resistance Data Analysis Matthijs S. Berends 25 August 2021 Prerequisites txt "],["intro.html", "1 Introduction", " 1 Introduction You can label chapter and section titles using {#label} after them, e.g., we can reference Chapter 1. If you do not manually label them, there will be automatic labels anyway, e.g., Chapter ??. Figures and tables with captions will be placed in figure and table environments, respectively. par(mar = c(4, 4, .1, .1)) plot(pressure, type = 'b', pch = 19) Figure 1.1: Here is a nice figure! Reference a figure by its code chunk label with the fig: prefix, e.g., see Figure 1.1. Similarly, you can reference tables generated from knitr::kable(), e.g., see Table 1.1. knitr::kable( head(iris, 20), caption = 'Here is a nice table!', booktabs = TRUE ) Table 1.1: Here is a nice table! Sepal.Length Sepal.Width Petal.Length Petal.Width Species 5.1 3.5 1.4 0.2 setosa 4.9 3.0 1.4 0.2 setosa 4.7 3.2 1.3 0.2 setosa 4.6 3.1 1.5 0.2 setosa 5.0 3.6 1.4 0.2 setosa 5.4 3.9 1.7 0.4 setosa 4.6 3.4 1.4 0.3 setosa 5.0 3.4 1.5 0.2 setosa 4.4 2.9 1.4 0.2 setosa 4.9 3.1 1.5 0.1 setosa 5.4 3.7 1.5 0.2 setosa 4.8 3.4 1.6 0.2 setosa 4.8 3.0 1.4 0.1 setosa 4.3 3.0 1.1 0.1 setosa 5.8 4.0 1.2 0.2 setosa 5.7 4.4 1.5 0.4 setosa 5.4 3.9 1.3 0.4 setosa 5.1 3.5 1.4 0.3 setosa 5.7 3.8 1.7 0.3 setosa 5.1 3.8 1.5 0.3 setosa "],["404.html", "Page not found", " Page not found The page you requested cannot be found (perhaps it was moved or renamed). You may want to try searching to find the page's new location, or use the table of contents to find the page you are looking for. "]] +[["index.html", "A New Instrument for Microbial Epidemiology Empowering Antimicrobial Resistance Data Analysis Preamble", " A New Instrument for Microbial Epidemiology Empowering Antimicrobial Resistance Data Analysis Matthijs S. Berends Preamble This is the integral PhD thesis ‘A New Instrument for Microbial Epidemiology’ (DOI 10.33612/diss.177417131) by Matthijs S. Berends, which was defended publicly at the University of Groningen, the Netherlands, on 25 August 2021. All texts were copied from the printed version ‘as is’; no modifications were made. Short summary (250 words) Treating infectious diseases requires insights into the microorganisms causing infectious diseases. Antimicrobial resistance (AMR) in microorganisms limits treatment possibilities and poses an enormous healthcare problem worldwide. The spread and AMR patterns of microorganisms, risk factors for infection, and preventive and control measures of infectious disease are studied within the field of Microbial Epidemiology, a cross-over field between Epidemiology and Clinical Microbiology. For analysing the spread and AMR patterns of microorganisms, however, no standardised method previously existed. This thesis showcases the development and applied use of a new instrument to analyse AMR data: the AMR package for R. From multiple viewpoints, the AMR package and its advantages are put into perspective: from a technical viewpoint, from an infection management viewpoint and from a clinical viewpoint. These combined provide a common ground for comprehending what the AMR package could yield in the field and how it can set a new empowered starting point for future applications of microbial epidemiology, in clinical and research settings alike. This thesis subsequently elaborates on these multiple viewpoints by illustrating the use of this new instrument in epidemiological research projects in the Dutch-German cross-border region to better understand the occurrence and AMR patterns of microorganisms on a (eu)regional level. In conclusion, this thesis shows the added value of a consistent data-analytical instrument to prepare and analyse AMR data in a full-region approach, that can also be used in clinical settings to obtain novel insights on AMR patterns. "],["colophon.html", "Colophon", " Colophon Cover design: Matthijs Berends (images used with permission) Layout: Matthijs Berends Printing: Gildeprint – www.gildeprint.nl The work described within this thesis was supported by (1) the Certe Medical Diagnostics and Advice Foundation, (2) the INTERREG V A (202085) funded project EurHealth-1Health (http://www.eurhealth1health.eu), part of a Dutch-German cross-border network supported by the European Commission, the Dutch Ministry of Health, Welfare and Sport, the Ministry of Economy, Innovation, Digitalisation and Energy of the German Federal State of North Rhine-Westphalia, and the Ministry for National and European Affairs and Regional Development of the German Federal State of Lower Saxony, (3) the European Union’s Horizon 2020 Research and Innovation Programme under the Marie Skłodowska-Curie Grant Agreement 713660 (MSCA-COFUND-2015-DP “Pronkjewail”), and (4) the European Society for Clinical Microbiology and Infectious Diseases (ESCMID) through the ESCMID Study Group for Antimicrobial Stewardship (ESGAP). Printing of this thesis was financially supported by the Certe Medical Diagnostics and Advice Foundation. This support is greatly appreciated. Copyright © 2021 by Matthias Simeon Berends. All rights reserved. Any unauthorised reprint or use of this material is prohibited. No parts of this thesis may be reproduced, stored, or transmitted in any form or by any means, without written permission of the author or, when appropriate, the publishers of the publications. "],["introduction.html", "1 Introduction", " 1 Introduction You can label chapter and section titles using {#label} after them, e.g., we can reference Chapter 1. Figures and tables with captions will be placed in figure and table environments, respectively. par(mar = c(4, 4, .1, .1)) plot(pressure, type = 'b', pch = 19) Figure 1.1: Here is a nice figure! Reference a figure by its code chunk label with the fig: prefix, e.g., see Figure 1.1. Similarly, you can reference tables generated from knitr::kable(), e.g., see Table 1.1. knitr::kable( head(iris, 20), caption = 'Here is a nice table!', booktabs = TRUE ) Table 1.1: Here is a nice table! Sepal.Length Sepal.Width Petal.Length Petal.Width Species 5.1 3.5 1.4 0.2 setosa 4.9 3.0 1.4 0.2 setosa 4.7 3.2 1.3 0.2 setosa 4.6 3.1 1.5 0.2 setosa 5.0 3.6 1.4 0.2 setosa 5.4 3.9 1.7 0.4 setosa 4.6 3.4 1.4 0.3 setosa 5.0 3.4 1.5 0.2 setosa 4.4 2.9 1.4 0.2 setosa 4.9 3.1 1.5 0.1 setosa 5.4 3.7 1.5 0.2 setosa 4.8 3.4 1.6 0.2 setosa 4.8 3.0 1.4 0.1 setosa 4.3 3.0 1.1 0.1 setosa 5.8 4.0 1.2 0.2 setosa 5.7 4.4 1.5 0.4 setosa 5.4 3.9 1.3 0.4 setosa 5.1 3.5 1.4 0.3 setosa 5.7 3.8 1.7 0.3 setosa 5.1 3.8 1.5 0.3 setosa "],["404.html", "Page not found", " Page not found The page you requested cannot be found (perhaps it was moved or renamed). You may want to try searching to find the page's new location, or use the table of contents to find the page you are looking for. "]] diff --git a/index.Rmd b/index.Rmd index ff39d9e..3771d83 100644 --- a/index.Rmd +++ b/index.Rmd @@ -2,7 +2,7 @@ title: "A New Instrument for Microbial Epidemiology" subtitle: "Empowering Antimicrobial Resistance Data Analysis" author: "Matthijs S. Berends" -date: "25 August 2021" +# date: "25 August 2021" site: bookdown::bookdown_site output: bookdown::gitbook documentclass: book @@ -14,6 +14,24 @@ github-repo: msberends/a_new_instrument_for_microbial_epidemiology description: "This is the PhD thesis of the author." --- -# Prerequisites {-} +# Preamble {-} -txt +This is the integral PhD thesis 'A New Instrument for Microbial Epidemiology' (DOI [10.33612/diss.177417131](https://doi.org/10.33612/diss.177417131)) by [Matthijs S. Berends](https://www.rug.nl/staff/m.s.berends), which was defended publicly at the University of Groningen, the Netherlands, on 25 August 2021. + +All texts were copied from the printed version 'as is'; no modifications were made. + +### Short summary (250 words) {-} + +Treating infectious diseases requires insights into the microorganisms causing infectious diseases. Antimicrobial resistance (AMR) in microorganisms limits treatment possibilities and poses an enormous healthcare problem worldwide. The spread and AMR patterns of microorganisms, risk factors for infection, and preventive and control measures of infectious disease are studied within the field of Microbial Epidemiology, a cross-over field between Epidemiology and Clinical Microbiology. For analysing the spread and AMR patterns of microorganisms, however, no standardised method previously existed. This thesis showcases the development and applied use of a new instrument to analyse AMR data: the AMR package for R. From multiple viewpoints, the AMR package and its advantages are put into perspective: from a technical viewpoint, from an infection management viewpoint and from a clinical viewpoint. These combined provide a common ground for comprehending what the AMR package could yield in the field and how it can set a new empowered starting point for future applications of microbial epidemiology, in clinical and research settings alike. This thesis subsequently elaborates on these multiple viewpoints by illustrating the use of this new instrument in epidemiological research projects in the Dutch-German cross-border region to better understand the occurrence and AMR patterns of microorganisms on a (eu)regional level. In conclusion, this thesis shows the added value of a consistent data-analytical instrument to prepare and analyse AMR data in a full-region approach, that can also be used in clinical settings to obtain novel insights on AMR patterns. + +# Colophon {-} + +Cover design: Matthijs Berends (images used with permission) +Layout: Matthijs Berends +Printing: Gildeprint – www.gildeprint.nl + +The work described within this thesis was supported by (1) the Certe Medical Diagnostics and Advice Foundation, (2) the INTERREG V A (202085) funded project EurHealth-1Health (http://www.eurhealth1health.eu), part of a Dutch-German cross-border network supported by the European Commission, the Dutch Ministry of Health, Welfare and Sport, the Ministry of Economy, Innovation, Digitalisation and Energy of the German Federal State of North Rhine-Westphalia, and the Ministry for National and European Affairs and Regional Development of the German Federal State of Lower Saxony, (3) the European Union’s Horizon 2020 Research and Innovation Programme under the Marie Skłodowska-Curie Grant Agreement 713660 (MSCA-COFUND-2015-DP “Pronkjewail”), and (4) the European Society for Clinical Microbiology and Infectious Diseases (ESCMID) through the ESCMID Study Group for Antimicrobial Stewardship (ESGAP). + +Printing of this thesis was financially supported by the Certe Medical Diagnostics and Advice Foundation. This support is greatly appreciated. + +**Copyright © 2021 by Matthias Simeon Berends.** All rights reserved. Any unauthorised reprint or use of this material is prohibited. No parts of this thesis may be reproduced, stored, or transmitted in any form or by any means, without written permission of the author or, when appropriate, the publishers of the publications.
    + + + +
    +
    + + +
    +
    + +
    +
    +

    Colophon

    +

    Cover design: Matthijs Berends (images used with permission)
    +Layout: Matthijs Berends
    +Printing: Gildeprint – www.gildeprint.nl

    +

    The work described within this thesis was supported by (1) the Certe Medical Diagnostics and Advice Foundation, (2) the INTERREG V A (202085) funded project EurHealth-1Health (http://www.eurhealth1health.eu), part of a Dutch-German cross-border network supported by the European Commission, the Dutch Ministry of Health, Welfare and Sport, the Ministry of Economy, Innovation, Digitalisation and Energy of the German Federal State of North Rhine-Westphalia, and the Ministry for National and European Affairs and Regional Development of the German Federal State of Lower Saxony, (3) the European Union’s Horizon 2020 Research and Innovation Programme under the Marie Skłodowska-Curie Grant Agreement 713660 (MSCA-COFUND-2015-DP “Pronkjewail”), and (4) the European Society for Clinical Microbiology and Infectious Diseases (ESCMID) through the ESCMID Study Group for Antimicrobial Stewardship (ESGAP).

    +

    Printing of this thesis was financially supported by the Certe Medical Diagnostics and Advice Foundation. This support is greatly appreciated.

    +

    Copyright © 2021 by Matthias Simeon Berends. All rights reserved. Any unauthorised reprint or use of this material is prohibited. No parts of this thesis may be reproduced, stored, or transmitted in any form or by any means, without written permission of the author or, when appropriate, the publishers of the publications.

    + +
    +
    + +
    +
    +
    + + +
    +