The BCG hypothesis is validated by the Israel COVID-19 death tolls.
Though most of the papers coming out are positive, there comes out a paper that is negative about the BCG hypothesis from Israel.
SARS-CoV-2 Rates in BCG-Vaccinated and Unvaccinated Young Adults
https://jamanetwork.com/journals/jama/fullarticle/2766182
There are two disappointing points in this paper.
This paper says "Overall, the vaccine acceptance rate in Israel is high, with greater than 90% coverage.", but the actual BCG vaccination coverage ratio is 68-75% from 1980 to 1982 according to https://apps.who.int/gho/data/node.main.A830?lang=en.
![](https://i.gyazo.com/a8f120d6a2a18548534b0a3bcb7dc2c0.png)
I do not think this paper worth reviewing because of the above two points, but let me analyze the situation in Israel to test the BCG hypothesis using the death tolls.
This paper states the BCG vaccine was routinely administered to all newborns in Israel as part of the national immunization program between 1955 and 1982.
-> Most of 38 to 65 years old Israel people were BCG vaccinated.
I categorize the age groups into 0-39 (non-BCG), 40-69 (mostly BCG), 70+ (non-BCG), and compare Israel with Italy where BCG vaccination has never been compulsory as I did for Spain and Portugal.
Firstly, the below chart is deaths per 1M population by the age group. You can see big differences between Italy and Israel in all age groups.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABLAAAALmCAYAAABSJm0fAAAgAElEQVR4XuzdB5gUVdr28QdBEBV0V3DNCcG0orBi1lUQcxbBhK+YA6JiWHFdd01rThgwwZoFxayYMGLGBGJAFEQUFRHjghi/6z7vV/3WnKnuru7pmak+/T/XxaVOV1XX+T3VjXXPOada/P77778bDQEEEEAAAQQQQAABBBBAAAEEEEAAgYwKtCDAymhlOC0EEEAAAQQQQAABBBBAAAEEEEAAASdAgMWFgAACCCCAAAIIIIAAAggggAACCCCQaQECrEyXh5NDAAEEEEAAAQQQQAABBBBAAAEEECDA4hpAAAEEEEAAAQQQQAABBBBAAAEEEMi0AAFWpsvDySGAAAIIIIAAAggggAACCCCAAAIIEGBxDSCAAAIIIIAAAggggAACCCCAAAIIZFqAACvT5eHkEEAAAQQQQAABBBBAAAEEEEAAAQQIsLgGEEAAAQQQQAABBBBAAAEEEEAAAQQyLUCAlenycHIIIIAAAggggAACCCCAAAIIIIAAAgRYXAMIIIAAAggggAACCCCAAAIIIIAAApkWIMDKdHk4OQQQQAABBBBAAAEEEEAAAQQQQAABAiyuAQQQQAABBBBAAAEEEEAAAQQQQACBTAsQYGW6PJwcAggggAACCCCAAAIIIIAAAggggAABFtcAAggggAACCCCAAAIIIIAAAggggECmBQiwMl0eTg4BBBBAAAEEEEAAAQQQQAABBBBAgACLawABBBBAAAEEEEAAAQQQQAABBBBAINMCBFiZLg8nhwACCCCAAAIIIIAAAggggAACCCBAgMU1gAACCCCAAAIIIIAAAggggAACCCCQaQECrEyXh5NDAAEEEEAAAQQQQAABBBBAAAEEECDA4hpAAAEEEEAAAQQQQAABBBBAAAEEEMi0AAFWpsvDySGAAAIIIIAAAggggAACCCCAAAIIEGBxDSCAAAIIIIAAAggggAACCCCAAAIIZFqAACvT5eHkEEAAAQQQQAABBBBAAAEEEEAAAQQIsLgGEEAAAQQQQAABBBBAAAEEEEAAAQQyLUCAlenycHIIIIAAAggggAACCCCAAAIIIIAAAgRYXAMIIIAAAggggAACCCCAAAIIIIAAApkWIMDKdHk4OQQQQAABBBBAAAEEEEAAAQQQQAABAiyuAQQQQAABBBBAAAEEEEAAAQQQQACBTAsQYGW6PJwcAggggAACCCCAAAIIIIAAAggggAABFtcAAggggAACCCCAAAIIIIAAAggggECmBQiwMl0eTg4BBBBAAAEEEEAAAQQQQAABBBBAgACLawABBBBAAAEEEEAAAQQQQAABBBBAINMCBFiZLg8nhwACCCCAAAIIIIAAAggggAACCCBAgMU1gAACCCCAAAIIIIAAAggggAACCCCQaQECrEyXh5NDAAEEEEAAAQQQQAABBBBAAAEEECDA4hpAAAEEEEAAAQQQQAABBBBAAAEEEMi0AAFWpsvDySGAAAIIIIAAAggggAACCCCAAAIIEGBxDSCAAAIIIIAAAggggAACCCCAAAIIZFog8wHW999/b7///ntRxAUWWMAWXHBB90f/TksW+OGHH+y3335zL7Zq1coWXnjhIKnUx9GjR+eunZ49e1rHjh0bpa8y/eqrr9yx//SnP9lCCy1U9H1+/PFH++mnn+ptp31bt25ddP98G8yfP9/0J95atmxpiyyySNnHZMfyBebNm2c///yzO0CLFi2sXbt25R+MPRFAAAEEEEAAAQQQQACBGhbIdIClUOC8884ruTwKsBZffHFbYYUVbL311rPOnTu7m8daaLNmzbJff/3Vll566XrdVdByxhln5H6usCT+3yH5TJ061a6++upclwYPHmxLLbVUxbuooOz888+3OXPmuGPvvvvutuGGGxZ9n4svvtg+//zzetutu+66ts8++xTdP98Gl112mX366af1Xj7nnHNMQRataQX+9a9/2dy5c3Nv+ve//90WW2yxpj0J3g0BBBBAAAEEEEAAAQQQCEAg0wHWl19+aRdccEGDmRXU7L333rbGGms0+FhZPYBG8zz66KM2btw423zzzW3HHXesd6rfffednXXWWbmft2nTxs4888ysdqlB5/XAAw84C7XG7OfDDz9sTz31VO5c0wZYF110kX3xxRf1+qhRcapROaMI/frGD06A1aDLqeyd/QDrlFNOceE6DQEEEEAAAQQQQAABBBBAoDSBmgiwIpINNtjA9thjj9KEqmDr6dOn2/Dhw03T0tQIsMzOPffc3KioddZZx/bdd9+KV/KFF16we++9t85xGxpg6WAHHnigrb766iWf79NPP21jxoxJ3I8Aq2TOiuxAgFURRg6CAAIIIIAAAggggAACCFjVBVhLLLFEvTWGNI1LI5C01oym6/zyyy95S5sv3Knma+GJJ55wo6+iVusBlj9VUlPyNDWvku25556z+++/v94hKxFglRu4XXjhhaYppEmNAKuS1U9/LAKs9FZsiQACCCCAAAIIIIAAAggUEqi6ACvNGjKaSvX++++7gCEalRRH0CgsjcYKpRFg1a3kq6++anfccUfuh6effrq1bdu2IuX+5ptv7NZbbzWNektqlQiwNH3w3//+d0nTCL/++mtTSJWvEWBVpPwlH4QAq2QydkAAAQQQQAABBBBAAAEEEgWCDLCinmpU1p133mkTJkyo03mtM6Qby4Y87S1L1xMBVt1q3HDDDfbOO++4Hy655JJ2wgknNLhcehKmRl099NBDuac4NlaApeOWOo1w7Nix9thjjxFgNbjSlT0AAVZlPTkaAggggAACCCCAAAII1K5A0AGWyqrg4aqrrqo3YmarrbayrbfeOojKE2D9XxlVb43Si6aRbrHFFrb99ts3qM56mMDNN9+c+NRA/8DljsDSk+m+/fbb3OFKnUaoEVsaHZavMQKrQZdA2TsTYJVNx44IIIAAAggggAACCCCAQB2B4AMs9XbevHluStb8+fNzndcorLPPPttatGhR9JLQSK6ZM2fajBkz7JNPPnHHWXbZZW255ZZzf9q1a1f0GEkb6Lz0JDr9+fzzz2327Nlu2piemqjjr7zyyu6f+Z5I9+mnn7rRQBoZ9MYbb+TeYs0117RevXq5/9a+OoZaoacQqo/qm6bGffzxx85FoYr6t/baa5c0Wk3v8+GHH5qCH/3RsTUSaplllrGlllrK/XvLli3LMiu2k/owdOjQ3GZHHXWUrbjiisV2K/j6TTfdZJMmTaq3Tbdu3dy6a/HXyg2wttxyyzpPMyxlGqHWvdL6V1FT+OWPOmxogKU6RtNxdX127NjRvZ36r2tm6tSp7vpZZJFF3GsrrbSSrbLKKmW5azqkPm+fffaZ+6NQUtew/ugaat++fdHj6pqLP+XxT3/6U+4a/uqrr9z56hrVZ7BDhw7umtR1vvDCCxc9dikb5AuwZBm5qY86B5npT6H+aX03+UQtXoti56VQV+9Vzr7Fjq3wNf5dpv9ecMEF3fWwwgoruH7JuNT20Ucf2bRp09x3o75XVEd9L+pPVCu9l17zv+8KvZeuqTlz5rhrVn907tH3nb7z9D3VWN9R0Xnpu1sjRXWtq3/6e0VW6pv+qb+j1HRuup7V1GetAxlv2i++9p0+Izp3XSf6HtC1rr7pmPrOio7r++izHH3u9PeRPid//OMfc5+9tCbaV8cqpR7xGmq/+Oc1Ok/VOAr59feT6qQmR13X+jzretFrutZ0vn/+858bvY6lXtNsjwACCCCAAAIIIFC+QE0EWOLR1K9nnnmmjtSgQYNy/xOcRKibhnvuucdee+21gsLLL7+87b///u4mIU3TDYXWaNINVLGmG9Rtt93WNt544zqb6mb0lFNOKba7e/2ss85yN+/5Aqxnn33WHnzwwbzHUpiiQEyj1goFfrphuuuuu9z6Y8Vajx49bLvttrNFF1202KYlva7F7DUiTU3nreAmTUhZ6E38AEvH3XvvvU1B0e23314nPCw3wOrXr59pGqBuGqM2YMAAW2ONNYr2X08e1BMIo3bwwQfb9ddfX2e/hgZYZ5xxhik8UdN1rlFu/vv6J6ob7Z133jlVH7SvRpDp8/buu+8W7PPSSy9t//M//+NurvM1fWZHjRqVe1lPodQN75VXXpnrh7+v6rr++uu767JSa6YlBVhvvfWWPfDAA3nPXW6qoR9UaIfHH3/c/Ymawgh9vvOF3PE38deG0w3+4MGDi15f+TZQCPTKK6/YfffdV/DBGdH+Cjb1+ejUqVPR94zWMMz3UAIdQA9m0OfmxhtvtPfeey93zDPPPNPatGmT9z0UdGifpPURo53kudtuuzXaWonjxo1zdSx0Drvssottsskm7ns+GlGqa/7kk0+u07eXXnrJ7r777tzPDjvsMBfkxB/sEb9e9Ho81FcddW1ozcj4L3mSAHfaaSfbdNNNC36n6vwUKkVN3x36e6xQ0whXfS6i1rdvX1tvvfXq7OJ/1+qzpX7q+zn+fvGddB307t3bNttsswb/PVD0omUDBBBAAAEEEEAAgUYXqJkAS8HAeeedVwdUUwgVyiQ1jbb6z3/+k/dm198nHmrkq5puQvQ/6sVu0JP2V4C166675l6qRIClc15ttdVSn4/CFIUqSU3hhkYB6SmQaZtuao499tiCQUTaY0XbXXzxxbmpfquvvrpbS6qhLQqw5LXRRhu5a0YjS9QqGWApwInfdKadRqgAIxqBonBJwaxu4uOtkgGWRgjpuhk/fnwqWoVYuukt1PxpsMUOrFroZlo3+EnND7A0lVQjFQs9oTQ6zuKLL+4MKxGu+gGWRtdoRFGxpv7tt99+bgRJvCUt1p826Lz88svdKNKoyU839uU0fZ8qJI0HrmmP079/fzfaLV974YUX7N577011uGhUkEajRi1fgPXrr7+64FDHT9s6d+5sCj8rNTJPQYseAhEPawqdy1/+8hc3iqqUAGvDDTc0hVr52t/+9rdcOKr66e+5QkGhfxwFwarhH/7wh8S3aKoAa8cddyz4i5f4yelzpM9TmqA37bXBdggggAACCCCAAAJNL1AzAZZoL7jgAjelLWqa4nT44YfXU9cIqauvvjqxGrqp1aiHfOsN9enTx43iSGp+2BFto98S67j6n2vdoOa7ydZv4nVzraabsSFDhqS6YjR9Uufsj8BK2jn6H/x8v9HWiAfdVMWbtpWtfzOrY+kmR0HV999/nwtZ4vtqNM1xxx2Xqh/FNtJohtNOOy23WaWeNqmRUTp2z549693IVjLA0vUYf5JgmmmEmvJz6aWX5vqscE0hW2MGWEl10Ggh1VoBSdIojkK1eP31123kyJGJ5VVwIIdo9Je/Ub41zvwAy99PnwdNqfrvf/9bZ6phtJ0+j/q85ZtuVexajF73A6yk81AYGl//LL6NRvpp2le8aYqspr1FTVOGDzjggIKnpONrynS86dzKCWb0edd1mnTOOp7sNHpV3zdJ3yMKQDWCL2lkpEZ0jR49OrEv2k8BebEQMl+AdcUVV7jp0X6Lvqd0jSVdu+qPzrcSUwoVXvnTe6PzUfis78l8373aLs0IrEIXgqbmHX/88W4TOZ5//vmJf5fJRN75aqjPhUyiID/+nk0VYPn91LWnacYK45KuTYWmCt5oCCCAAAIIIIAAAtUrUFMB1ogRI+pMNdFNt34bHW+aTqGbMz+gUiiwww475NbR0f/8v/32224ETvyGQ/9j/89//rPeFBY/aNB7akqNAi+Nyog3/Q+4pnP4U/H0m3VNwfFbuYu4x4+j0UqaOqVASU03cxqtEF9bSz/XDcIxxxxT5xQ0jUML5cebzlPTBOM3fQoPNa3Lv4msxDpVem/dGOoGMWqnnnpqqvWSGvLxrWSApWBQo9jioyGKja7R9K3nn38+1wVdz5ou2lQBlj5DRxxxRB1nXTNyiTd9Lv7xj3/Um5qn0FPhp3/TrimrGh0UBSwKEF9++WU3FdhvJ554Ym5Nrui1QgFWNDUr2lahyPDhw+uMTtJrOodtttmmIZeHe9pp0qhEhRUaHRh93rRmkKY4+0+SVP8VysZHjvhTAXWC0TThfCfrP6WyS5cubppiOS1pyrFGuOj70Z/2OHnyZDct1J8urSmga621Vp23l5P64QdUqoGuheipsfoeueWWW+qs5xU/UFKA5X83aHsFUxqVE1+rTd/7CtD8795Co3XTGmrq4jXXXFPvc6ERXhrdqhrrc6BfoGjUZ9L0wlIDLP0doxFTem+FURrFG01H1xN6/VGUui41HV77KGDU34da00rfq/4orXwjRJs6wNJ3y6GHHurWWYua1sQaNmxYPUP9wqrctfnS1pntEEAAAQQQQAABBBpPoKYCLN2Y6Df8UdPIIK3PEW8KAxQKxJtu9HTDl9R0A+6vq+NP99N+WhtKN+BR043pSSedVHAEhP4HPD7dKOnmRcdraIClmyeN4EgaEZE0akwjObRAc9T8dXkK3ezpRl2/9Y//hlwLmCs8a2iLn6tGqqVdI6wh71vpAEtrWWltqagVm0aocCO60dXNqsIcjeJoigBLN4y6cUwapeQvpq/+aLqfwqN4u+iii+qMgNJN/CGHHJJ3nSSN8NLnIh5yaA26o48+us5x8wVY+T7LCg60LpI/vVdhdNIok7TXTFKApfWH1McokIkfS4t633DDDXUO76+rps+QwsB46Je0ZlD8IPrMxj9zSQFS2j75T7xcddVVXX/yrTWn61PvHx/dlBTGax0nf+qbri8d32/qu9YR1Og9v/kBlq4Vfc/HAyFdMwpe842wi6+lp+PrutT3SZoHCORzPPfcc+sEeQrQNFU1GlUb308jA3Wd+6FRKQGWb6dwLhpBrGBRoW286e8BjVBKMtGIX3n7v9BICoSaMsDS3+EawZs0nVGGl1xySZ2Rv9F3ZNprne0QQAABBBBAAAEEsiVQUwGWRjdoJELUdFOim4qoadqLbjjjN8dJYZRfQv223l80W9Mr4ou6+zeyadaf0c201ieJWlLgptcaEmBpRNXAgQPzTo9JCkPia6jo/XWO8Rt/rU2y+eab573SNdJEI2l0o6QRG1qs969//WuDPxnxMCdN3Rr8hhVeA0sjsPypXrpGdfOfNH1JT7FTeBq17bff3jSlrqkCLE1hzbcOjs5JN7waLZTv+k06T02BVABaqCWtkaTRTBpFGLWkAEtT8TQlL19LmmbX0GmoSQFWfCpw0rn4n6ekz/1tt91mb775Zm53TYfU5zip+WFiKQu/+8dLMtKUNE1NK9T8kYIasaWRPlHTSB99Z8a/ezfYYAOTf76mbU8//fR60/78AMsffabPlK7dYg/diK+np3PQ51NTqMtp/pNCdYxia4EljdpNG2DlG60bnbsfvOcbORzvq0IseceDQD3t74QTTqhD0pQBVtKU9vjJ6DOiz0q8FfveKqe+7IMAAggggAACCCDQNAI1FWAlTX3RaKCo+YGAfu6PNspXFv+36/4IB02z002Mpr9o1Naee+5Z9Eln2lbTq6KmmwyNfvBbQwKsNCMxNNojPnpCo100giFq/g2izlM3p/FAwb8R0s1Q0giUci97PWpeo3miphEhWoC5sVulR2DpfP0b53zTCP1RfdGUyaYIsIqFQepHUtihp95p4W01/+ZS140Cn2LXhUbfaKpZfF0sP/hKCrDS3Lhqimv8qaMNmWqnPvoBltbH07ThQk1TtnQNxJs+g+3atcv9KGnarr9NtLF/nWg6tJ6wV05TaKTpaLNnz86tJxh/uES+Y/qho/9AiKTvXgXSxRbSTwoz/QBLIa+OHzWF6wrZizVNEdeovKglTTkvdox835Fpj+WHmWkDrGIhafzBDzpHPelWa/wVa0nTV/VwlPjou6YKsAqtpRb1Q8Go/s6Mjz4s9guWYga8jgACCCCAAAIIINB8AjUVYPkjsDSNTzeYUfP/57yU6Qb+ja+mxGlqXDlNI8G0DsqkSZPqTHlsjACr2CPndf7+NC9/GpaeAHbZZZfV66r8unbtalpkOlpTpRyPNPs89dRT9vDDD7tNC41aSnOsUrZpjABr3Lhxbv2xqCUtPqwbM93gR8FifG2ypgiwNNpHo36KNf/BCYXW4NGaaQp20zT/s+yP6PEDLE3b01prxZo/6lEPWPCnYxY7Rvx1P8DSlDF9Foo1f8rfYYcdVm9apabFxUO8aARe/NgK+xRsxkc2xUPEYufR0Nd1flOmTLEXX3zRFLpFzQ8G/RA+aVpo0rn4D27QNv53ml+DYuvKRe+jKWgacRQ1f8RuKTb+dPC066vp7wCthxW1tAGWHyrFz1VrjcX/3tNraRf01/eOv26kAiudV9SaKsBKuy6ZP/qv0NN0S6kp2yKAAAIIIIAAAgg0vUBNBVh6NHv8Eer+TZKmtWl6W7wVm2YSbes/9SjNdBPdIGmaiEZmaQSR/mjUVb4nrjVGgBUfgZbv8vOf3uUHWPkWvo8fT+euEVEKGvSnbdu2Fb3a4+eoRfG1vk1TtMYIsPwAKimQ++CDD+zaa6/NdTEeDDVFgJV2bSits6P1dqIWX+9MN9nxJ1eWEvr6Ty70w2Y/wNI0Va0TVaz5I/m0faEwoNjx/PAkbVDgjxrSiCmNnIo3f+25pFE9/iiifOvoFetHsdf19FR9l+n7SyPIotGmSU/107H8AMtf/2rddde1ffbZp9jbutf9wCQeYCnA0+vxplBS0zLTNP97Pc2osKTj+iN0i019i47hTyNME2BpZJJCy3zNvyZKDeb84NQPBJsqwNL1oeukWPN/IZD0IJJix+B1BBBAAAEEEEAAgWwI1FSApRt+3fhHzZ8G5U/XaEiJ8o0g0OgqhWharDvp6WSF3rPSAVa+4/nnUCzA0vbz5s1zgYpGY6VpGhGjaSudOnVKs3nBbbSotdbPiVqa9cUa/Kb//wCNEWDp0EOHDjWtXRQ1LbKvkWxR8983How0RYCVJvjUueoJdBp9E7V4sBtfs0yv64lwGrGXpvlTzvybcD/A0pPsNOqlWNPn07/5TxvWJR07HmCVEhT49U1aAD9piqbWI9K6RFHzn7xayelTWhT8ySefdKNE/adIFnP2Ayz/u1dr4umphmmav6h8PMDyp2GnOV6hbRSM+0+NTXNMfxp2vsXp/WP5I8zSBFj6TtWIvXxNDxPRtNKolfrACz9c9Uf+NVWA5U9lz9dfP7ArFvClqSfbIIAAAggggAACCDSPQE0FWFoXJD6Vpnfv3qY/UfPXHmpISZJuCrTYu24o097sRY9Vj86j0gFW2ulRaQIsnaPWtdLUNz1JLG0fSxl1k68e/rQvf5H5htSx2L6NFWD5a/vEpxH608L8EWeNHWClDT5l549qjD9V0R/JkWY9tqgeSSOl4qGaH2ClDW6SpkgVW0+o0DVSboDljxbNt6B5ofWdFCorfIu3hoRx8eP4o7+KfU781/0A67rrrnNTDaNWSoB14YUX1nlaXzzA0jF17Eq1UkLW+Hv6oU7SlNCkc9R3qtZui1qaAKvY+nT+6MW063FF5+CHov76c00VYKX9nvdHq/pLB1Tq2uA4CCCAAAIIIIAAAo0vUDMBVtJToPREMv3PftT0JEGFTFHT9EFNdyun6els8SfxaTSNgqB8wY7Cqg4dOtjSSy/tfsO/yiqrmAKmc845J/f2WQ+wohNVSKhpY1qkW/+MP7UqybLY08aK+ccXqW7qm5PGCrCS1t+JnkboB3b+dKTGDrBKGUl066232oQJE3IljI8k8tfH2muvvax79+7Fyu1e95/86YexfoCVNihNGtWkET767JXTyg2wtHi4Ro5ELV8A5y+EH39ioR+CagqvHm7Q0Ja0cHr8mKqFFurXWl/6s9pqq9k777xjo0ePzm1WbAphminY0cH8kXzxACtpQXxdg+U2Pd2v2BMXk47tTyFMO/1NU2w1hTVqlQiw/O8PLZQvw7TN/0VPfPqyjuEHWFpHrNiUcT8U03RfTfuNN/+7Nu16cg1Z2zKtCdshgAACCCCAAAIINI1AzQRYunnSVJd4O/HEE01r50RNo4e0XkbU4qNFGloO/yZLx9M0uo033thWWmklU+Dlt88++8wuueSS3I+rJcDy+6HwUDdNWpA4/jSw+HaaAph2vTH/+PGRPKXc+Da0ptq/sQIsHdsf+RZNI7z55pvtrbfeyp2+nigWf3JfYwdYeuM0N6VJfYhPN/JDmrSLMuu4GuWndZOi5o949AOstCGp/3S/UsK6pOvJXwNLgXTLli2LXnppn0SpETr67MSD8WhqlX/96Mmg5Qby0Qn7gUr0c33u9H2pqdOLLLJIvf5pbUGNxouaH2A9//zzpsW2o6YA//DDDy/qlLTGVTzAUpiuEXSV+q4pekJ5NvADmrSBqj96qBIBVlIN004JVvf86ZD9+/c3jRCNmh9gpVk3zL9W0wRY/vvmq43/wIdiUyzLrTH7IYAAAggggAACCDS+QE0EWFoUXTf58Zu8pCcMKuCKjxIoZcFjHVtrWiU99j1pHZY0j3L3f1Oe72baf4JXvmN/9913ziFqlZ5CKGdNW4qHgv4lrG10oxoflaNt9t13X3cDXGrT4tHxUWqlTEMr9b2Stm/MAMtfq0Y+GqUUDyxWX311O/DAA+ucWlMEWMccc4xpMeRizQ9w4lOw9NRIPT0yaqUExsUeyOAHWGlvWv3vgFLXB/I9/P4fe+yxtswyyxRk858wqY39sD1+gDvvvNPGjx+f+5E+/5oaraAhagq/9dnXd0hDWtLoqzSfOf9JcKuuuqppHaio+VP9NJJMdsXOVyNbtV5cvPlPIfR/eZDmfKPjaSSkvifLHYEXHcefSpv2SXhaY+yRRx7Jda8SAVZS6Jd2mmzSGnH+umD+VP00x9a1qb+fopYmwEp66mbSte2PAl1//fWtT58+DfkYsC8CCCCAAAIIIIBAMwkEH2DpZvDyyy+vsyC2rHfffXfTdJB480df6LU0N5za7qqrrso9Jl4hlkYkRIsQ+zd9uinTtKRiN2f+AgTPSZgAACAASURBVNhZDLC0kLOmXs6ePdsFhLrZ04ioFi1a5L2kVRPdZMaftigrrXtTavNHbvijkUo9XqnbN2aA5a9hpPor6NMIrKgljUJoigArzVP9/MWTdc7xcMEPmfS6FlDXIsuFmqakKtyIB9JbbLGF6YY2aknHTjPKz38y4mabbWZ6KEC5zQ+w0hzvjTfecCP74k1T0PJ9X/ghjkYyyiJ+DH3X6Tuvoc1fbD3tEz99V3+Elb4L9L0Rb3vssYdp5Fyhds0119iHH35YZxM/wPJH9/ijv/IdP/6gAAVYGiWrsFhrRpXaFNgrSIm3QqGkttPDKbRmWXzdxkoEWDq2v/5c2hGKjz76qOkXJvHmf+f6I7SOOuooN9o4X0uqfZoAS9e5wrFCf9ckHVs1VPBPQwABBBBAAAEEEKg+gaADLI18uuOOO+pNW9P/+GphXP+GUL9d1g1n/IZBT/Q6/vjjC/5Psv9ENF0G8YDswQcftGeffTZ3daQZ1aGRRbrp89fMSprq4U/P0bRErUvit8YYgTV//vw6Iz30npr6oxvUQs1/cljax8r7x4w/WbI5Ho/emAGW+jps2DCbNm1artsamRKtKabrN1oXK+7SFAGW3q9YIOSHFpoqe+SRR+ZOVeGnroN4SzMFdMyYMe4pnvE2ePBgt+5S1JICrB49etiee+6Z97LUOk033HBDndfTPuks30H9AEsBrxafThqpqWMo3FVN46NR0gQu/udJoyD1/Re14447zq2v19B20UUXmRbQj1qa0SwTJ060W265pc5bK9BQsBFv/mdJ69kpoIhPj41vn/QLB73uB1hjx441TSOLtzQhhr9Avj57mjpbKDDJ55tU16TRk/H9/alveq1SAdaoUaNMn5F4KzZSSoG6+h//Oynp2vSvRa1rp5Gj+Zo/mlLbpQmwtF2xkbv+sfN9Zzb0c8H+CCCAAAIIIIAAAk0jEFyApd9af/rpp6YnLWmdnKRWKGB58cUXTSOf4k03abvttlvi2jUKmrRejYKcqOm39foNdzTtJOlm2r/hjr+fFpK++uqrTWuV+E2hgH8D5a8HpIWTtcCt3xojwNJ7+KMgdOOpm/R8C/dqLaybbrqpzumVc4Ptr/9TyhpKlfp4NXaApalhmiKW1PJNuWuqAEuBoRYFV73jTTe4unH0P39JU7f8qVU6TqEnBiZ5JAXCSZ85HTvfQvH6ztB1HH/gQKlPZ0uqkR9gaRsF6LrefTddzyNHjqw3vTbN09YU6CnYS2ppAvO0n4dSQyaFr3oKYPyXAnovhY36Doy3pEBTVrrG9IuEeFN99blIeiiGH2DpvTVKSFO8o6YgUVMYtWZXUvN/6aBtttlmG+vVq1daqnrb+QvuawMtrK9RlArHoqY+3X///aaRu36rVIClqZFyivvpepdJ0nqMGsmkdbw02i/ekkaA+qP0tH2+py76U3ajY6cNsOSmv8+TpuUmfQdstNFG7u9yGgIIIIAAAggggEB1ClRdgKX/YU1aj0Q3KRpBle8pf1F5BgwYYFp/JF/Tb8o1yskPj3QTuMsuu7gbHk1x0g2Anm6kKRX+zZlucnSzE7WkJyDq5lWjjuLnomPqf+j1iHr/mNGxNKXEXyQ56cZI57nCCiu43XQucmusACvp/fV+msakRaM12kSuCvu0SL6m/cVb0s1smo+Tpg4pdIha2umeaY6ddpvGDrCSRrhF53bQQQe5J7z5rakCLL2vrmONNtQaUwsuuKAb7ag1e2bMmFHntPw1j6IXFTjrRtp/UqVGdmhaoMJYjZrQjbPCZX/tNB0n6Wlk+QIsba/pUppSpxFJuiY11VGBhd/SPuWs0LWSFGBpe32f6HtCo3AU9CroUZinp+bFW9obbv+plfFjpF0rKM0170/Z1T6qkb7L4k/n0+gvfdbz/RJB36GaLuq3+BNF469p9J6Or+8RWcVHl/nH8AMsvZ40nVU/13phehJtNHpPQaauXy2eHm/6O0dT44o9Ta+Qoc5d6/UpqPOPrSBLwZHqqPXA4mFbfNtKBVg6puqjB5fEmz5rO++8s+nzqlF8c+bMsalTp7pALf5LGu2Tb2Sgv/C8tpWfnLXYu46r61zvr2MntbQBVrSvQu+11lrLGc6cOdNdd/5DW/R3kq65fCP60lz/bIMAAggggAACCCDQvAJVF2A1hKtYeBUdWzffmj5SLAxLOhf9T7Se9uWPkkr6rbT21w1Du3bt3M2BfxOfdPykJ4klLRIf31fTtnQD2FgBlt7LfzJe2jqp/wMHDnQ3waU23VQ999xzbre0C9KX+h7Ftm/sAEvvH58mGZ1PoUW5mzLAKuaj13XjqGm4+Z4ymS9cSHNsrU+ldaX8VijASnNcP4ROs0/SNvkCrDTHU/CrdZLShiZJ14neJyn0TvP+SdvolwRajyu+fl20nT6DOle9li+Ajx8z6bzyjULLd776/vC/pzWFLemXHPm+g4tZNOQ7yj+2voMVuhcK4AqdT9LDR/wRuAqK9t5772Ldcm56ym18SmjRnf7/BsWuTX9R9rTHjbYrNcBKc/yDDz7YhW40BBBAAAEEEEAAgeoVqIkAS6OcNL0szVPTolJqZIZCGX/KRKFS6300TSppsWUFVJr+l3Tjl3RM3YBpfQ/9hlq/qY5avnVTCgVImjKhkRyNGWDpxlOhXyle6uMBBxxQ9k2FbqQ1QkBNv9nXdJambk0RYGk6rKaWxVuh9ZyaIsDSyK/JkycX5dYNt55Slm/Np+gAGvly44031hudku8N9BlTvRUYJzU/wNKIJ4Uv+Ua2xI+h9eO0jlwlWjzA0mi1nj17Jo728t9L3yX6/JcyWiQpCMw38q0hfdNnXAujpw34Za/wQN9R8bBEI3023XTTxFPx1/VL2kjH1fTCCy64oM7LSesERhtoBJlGHaU9d31Hab0sOVaqKdy77bbbTFOpi/19os95fLq1RtZqXbZ4KzfA0jHkoBFn/ppyhc5LIZCeJhqf9uhvX8o1otFvempm/OEUaQIsraOmEZ/FmmqoKYyFFpIvdgxeRwABBBBAAAEEEMiGQKYDLIVImnKRtul/VDU1RSM9dHOj/9nXotBpRzD476MpH7rh0aPMCwVPmqqnkSDF/gdZNy46lv7ku4HSTa7CJk2f0ogGf5qc+ugvfB3diGhhXk2x8o+tm0TdLPrTjPReusEu1rQeV3yqR741xOSl99d0rPgi1P7x1QfVZbvttqu3DlCxc4le90OafGsbpT1eudtpHR6tyxS1pBuvpGMPHTq0Tti3zz772Lrrrpt4GkmPro9G1SXtkDSdTJ+jli1bltvNek8t07pMWkRbYUBSKKRrS6OYdC0njYZJOhGFoLqZfvnll/OORtRnQlMANeoq34guHdsPsBR0aQF3BQfvv/9+ooNCI023TVpPp1y4+EiUaNqczk3TBZO+U+Smm/lNNtmk5LfU514Lccc//0lrFJV84IQd9PlW7ZOmdEaba02lrbbayrSIt0ak+ovva9qcAqh87bPPPnMhqa6zjz/+2HnJUN+zekiErgP1NT4VMd/3Y/w9FHrr4R46br7vYR1nyy23dE9GLSVELMVWfdN0SJ2HAlz9kkOBr0bLKiDu2rVrvamPSdP2NJVd/YlasYcVJJ2jAicdw5/CGt9W7ppyqV8WpGlay1F/FyhYTRqRFxnre0L11ZN8o5b0fZj0ywL9Ha/PdNKINoXc+v5RaKxRzjQEEEAAAQQQQACB6hfIdICVJV79D7hGD2h9Dd28KSDr0KGD++OvSVXsvBVI6H+4Z8+e7dba0k2rbpr1m+iG3iwpBNDNkMIk/Q+81gQpNvql2PmW87pCFN2A6o9uzHSzosBBN7W66SjnSV7x89ATsTRKI2q60Sw3qCynf7W2jx5KEA9c4guL6+cKWnU9a40eLbit67khNVZ9de3o86Z1snRcXTs6btIIR78eSQGWRkeqKbTQZ0ThgY4VnW9Tf07kpmBY3wXqlwICf2H3Uq4zP7jUZ07rQTUkuCz2/nrP6LtMazupThrpqiAmTZ2KHb/Y6/r+1MjWqKUN5aPtFbLoOlNwI6foO139aEy3Yv2KXvcfKqKQW+FOYzX9vaHPsT53+qf+bpOF/m5SeFhuU2iokErHVJgk55VXXrmka6TQaFf9naogUNP/9TnWZ1rXYUP/Pi23v+yHAAIIIIAAAggg0DgCBFiN48pREQhKoFCAlcWOFgqwsni+lTgn/0mEmgap6ZDV0jSSRqGnwhL9KfSwjahP/gMktDC/nvCYtaYRowpgFMJqMXqNskqz7p9G1epajppG5mpR/lps5U7XrkUr+owAAggggAACCIQqQIAVamXpFwIVFCDAqiBmIxxKI2fOPvvsOlN3TzjhBDcSpVqav+C9pkNqpGuhpkXINYIqapoutu2222auyxrppfpELc1IMT3UQybxaY75pm9nrsONcEIEWI2AyiERQAABBBBAAIEqEyDAqrKCcboINIcAAVZzqKd7T4VXo0ePrrMWm0b3DBo0KN0BMrKV/xTFddZZxy1kn6/5a2ppu6OOOqroWoTN1d2TTz65ThilNdm0XlVS01TwYcOGuWl3UdOUTK1/2BRTM5vLqND7EmBlsSqcEwIIIIAAAggg0LQCBFhN6827IVCVAgRY2Smb1vsZMWKEW1NO4ZXW8tIIn3jTk/P0xNJqao8//rjpT7xpHSMtaq9ATmsbaSqe1i/TgzDi4Y720bYK7Rqy9lpjeunJjf45a0F0LYyuNcP0gAKtIzZlyhQbO3ZsvQdhaJ2/HXbYoTFPMdPHJsDKdHk4OQQQQAABBBBAoEkECLCahJk3QaC6BQiwslO/pKdSxs9OT0UdOHBgdk445Zlo1NGll17qHpZRatOoJI1wKjblsNTjVnJ7PVX3ggsuSHwiX7H30VTQwYMH1+zoK/kQYBW7SngdAQQQQAABBBAIX4AAK/wa00MEGixAgNVgwooewJ+OFh1cTx486aSTMh3kFILQCCutaxV/4mUxOD0l75BDDnELpGe9ffDBB3b99dfXmUpY7Jy1mL2mUtb6E/UIsIpdKbyOAAIIIIAAAgiEL0CAFX6N6SECDRa48MILbfbs2bnjDBkyxE1hy2qbNGmS3XLLLbnT6969u/Xt2zerp1vyeWktJE03izeN0hkwYEBVBDmFOqxFy19//XV79NFH602N9Pu74YYb2kYbbWQtW7Ys2bC5dpg3b56NGzfO9NTIX375Je9pdOrUyTbddFNba621mutUM/W+9957r7300ku5c+rXr59169YtU+fIySCAAAIIIIAAAgg0rgABVuP6cnQEEECg4gKaRjhz5kz3R2snLbXUUm4NqNDaf//7X5szZ4599dVXblTWIoss4oJTjbbKcoCapg5av0xrl0X9U03bt2/v+qU1sdq2bZvmMGyDAAIIIIAAAggggEDNCBBg1Uyp6SgCCCCAAAIIIIAAAggggAACCCBQnQIEWNVZN84aAQQQQAABBBBAAAEEEEAAAQQQqBkBAqyaKTUdRQABBBBAAAEEEEAAAQQQQAABBKpTgACrOuvGWSOAAAIIIIAAAggggAACCCCAAAI1I0CAVTOlpqMIIIAAAggggAACCCCAAAIIIIBAdQoQYFVn3ThrBBBAAAEEEEAAAQQQQAABBBBAoGYECLBqptR0FAEEEEAAAQQQQAABBBBAAAEEEKhOAQKs6qwbZ40AAggggAACCCCAAAIIIIAAAgjUjAABVs2Umo4igAACCCCAAAIIIIAAAggggAAC1SlAgFWddeOsEUAAAQQQQAABBBBAAAEEEEAAgZoRIMCqmVLTUQQQQAABBBBAAAEEEEAAAQQQQKA6BQiwqrNunDUCCCCAAAIIIIAAAggggAACCCBQMwIEWDVTajqKAAIIIIAAAggggAACCCCAAAIIVKcAAVZ11o2zRgABBBBAAAEEEEAAAQQQQAABBGpGgACrZkpNRxFAAAEEEEAAAQQQQAABBBBAAIHqFCDAqs66cdYIIIAAAggggAACCCCAAAIIIIBAzQgQYNVMqekoAggggAACCCCAAAIIIIAAAgggUJ0CBFjVWTfOGgEEEEAAAQQQQAABBBBAAAEEEKgZAQKsmik1HUUAAQQQQAABBBBAAAEEEEAAAQSqU4AAqzrrxlkjgAACCCCAAAIIIIAAAggggAACNSNAgFUzpaajCCCAAAIIIIAAAggggAACCCCAQHUKEGBVZ904awQQQAABBBBAAAEEEEAAAQQQQKBmBAiwaqbUdBQBBBBAAAEEEEAAAQQQQAABBBCoTgECrOqsG2eNAAIIIFCjAp/O+c1+/q2ynV+pwwKVPSBHaxKBXz6aWtH3adG6tbVcZrmKHpODIYAAAggggAAClRIgwKqUJMdBAAEEEECgkQWueeInu+Plnyv+Lt1Xamln913IWreq+KE5YCMI/P7jPPv21MH285uvVfzoC/fb3xY5ZGDFj8sBEUAAAQQQQACBhgoQYDVUkP0RQAABBBBoAoE3pv9qJ9z6Y6O9014bLWiHbNm6wcf/4Ycf7M4773TH2Xzzza1Tp04NPmZzH+Dll1+2d955x5Zaainbbrvtmvt07L/XDLW5d97SaOex+MXX2IJduzX4+M8995xNmTLFFl10Udtzzz3rHe+3336zBRZo+Oi/rNWnwXAcAAEEEEAAAQQSBQiwuDAQQAABBBCoAoEn3/7Fzr5vfqOdac+1Wtnfd2nT4ONPnz7dNtpoI3ecoUOHWp8+fRp8zOY+wD/+8Q8bPny4bbDBBnbPPfc09+nYd2eeYvOfGdto59H+H/+2Nn/dqsHHHzx4sI0cOdI6dOhgEydOrHO8SZMm2ZAhQ+z888+3NdZYo0HvlbX6NKgz7IwAAggggAACeQUIsLg4EEAAAQQQqAIBAqzmK1LWApJqD7A+/vhj23DDDV1Bn3jiCQKs5ru0eWcEEEAAAQSqSoAAq6rKxckigAACCNSqAAFW81WeAKs8+3wjsD788EPbbLPNCLDKY2UvBBBAAAEEalaAAKtmS0/HEUAAAQSqSYAAq/mqRYBVnj0BVnlu7IUAAggggAACyQIEWFwZCCCAAAIIVIFACAHWrFmz7LrrrrNnn33W3nrrLbe497rrrmvrrLOODRw40BZbbLFcJSZMmGAXX3yxrbDCCm4B8LPOOsu0KPgOO+xg++yzj2255ZZu23fffdduvvlm98+3337btIi81lzaeOON7Zhjjsk7Pe3VV1+1m266yV5//XWbOnWq26579+521FFH2UorrVTniiDAKu8DkhRgXX755fbkk0+aFl5X69Gjhy2++OKmbXUdqP36669266232vPPP+9qqvosvfTSttpqq7mRWwcffLAtuOCCuZPy6/PMM8/YiBEj3OvnnHOOLbPMMvU68Nprr7k12tR0Tu3bty+vk+yFAAIIIIAAAk0mQIDVZNS8EQIIIIAAAuULVHuA9c0339iOO+7owoikptDprrvuss6dO7uXH3/8cfuf//kfF3KpKZiK2imnnOICryuvvNLOPvvsgqg33nij9e7du842F110kelPvjZs2DDbZZddci8TYJV33SYFWAMGDLBHH3203gEVJm611Vb2xRdf2KGHHmrjx4/P+6YKPR988MHcEwz9+sTX2NJrRxxxRL1jHXfccTZq1Chbe+21E8+nvB6zFwIIIIAAAgg0pgABVmPqcmwEEEAAAQQqJFDtAZZGU1144YVOQ6Nj9KTC2bNn21NPPWWnnXaa+7kCK42YUYsCrIhPTwDUCJ1x48aZQqk2bdrkRuzoNY3K0euffPKJWxhc4ZaaH1AoPFGIorbFFlvYySefbMsvv7y9//77pmBMI7nUXnzxRVtxxRXdvxNglXcRJwVYM2fOdKPvohpcc801LrTUSLuFF17YzjjjDLv66qvdG/79739318kSSyzh6nH77bfngq1bbrnFevbsmbc+ffv2dSP2unTpYk8//XSdDigM1c/V/v3vf9sBBxxQXgfZCwEEEEAAAQSaVIAAq0m5eTMEEEAAAQTKE6j2AGuvvfZyUwd32mknU2gRb8cff7wLJxRE3XPPPe6leIC1+eab22233ZYbcaPXNe0rCrsUOsWnH+r1ww47zB544AF3LI3IadWqlf30008uEPnss8/c1DWN+NLPozZ37lw3pVEBx84775wLUgiwyrtmS10D67///W9uBJ6uCf2JN9W5V69e7kcKHgcNGuT+Pak+d999txulpzZ27Fhbc801c4dS3Y8++mj335MmTbI//vGP5XWQvRBAAAEEEECgSQUIsJqUmzdDAAEEEECgPIFqD7CGDBniRk6padqfAiKNrFH75ZdfrGXLltaiRYscTjzA+s9//mPbbLNNHTiN3tJ0RO2r9a78plFep556qvuxnnrXtm1bN7oqCkC0xlK0jlZ8XwUjms6mqYsalaVGgFXeNVtqgKVafvDBBzZjxgzr1q2bW8ss3n788Ufr2rWrCxh17BNOOCFvfRRGrrrqqu51rWum0VxRKxSmltdT9kIAAQQQQACBphAgwGoKZd4DAQQQQACBBgpUe4ClRbt32223Ogoa7bTtttu6qWBrrbVW3gBLUwK1yHpSU+jxzjvvuLDpo48+cgGI1k/SKKuoRQHWww8/bAcddJD7sUKvKECLHzdaNFw/mzhxogtRCLDKu3hLDbDi76IF/xU4qnaqqf49Wvhd22kNqxNPPNHtkq8+URipGr7xxhsuJNUUxvXWW8/tl7Q+Wnk9ZS8EEEAAAQQQaAoBAqymUOY9EEAAAQQQaKBAtQdY6r7WMdK0rni4FLEooBo+fHjuCYDxEVjvvfde4lPi7rvvPrdmUtLx4txRgKWpi6effnrqSjzyyCNuxA8BVmqyOhuWE2B99dVXbk20aCppvndOE2DpSZMa6ad2xx132KabbmpaoP/MM890I+wUVsafZlheL9kLAQQQQAABBJpKgACrqaR5HwQQQAABBBogEEKApe7/9ttvLjjQwtqPPfaYvfbaazkVhQoTJkxw0/3iAdaUKVNskUUWqaMXH02lFzSiav3117fVVlvNjbDRAt4KOdQ0gkcLhI8cOdJNPVO79tpr3c8KNR2nffv2BFhlXrelBljz5893o/TefPNN945LL720af0zhYirr766+2e0+P+xxx5rJ510ktsuX8D4+++/22abbeammu677752wQUXuBBL/33kkUfmppiW2T12QwABBBBAAIEmFiDAamJw3g4BBBBAAIFyBKo9wNLImmnTptnKK69cZ+qe1rLSmlijRo1yLFrM/a9//WvRAGuXXXZxUwUVcmi0jp5iF296utwVV1zhfjR58mRr166dvfTSS7b77ru7n40ZM8Yt2O63OXPmuCcZLrPMMu48tS4XI7DKuWLNhYUKDTWFT9Mxo6YRcQqW1OLTQxU66umBalrAXfvH10X7/vvvXUCpppF8emqkWqH6XHXVVXbWWWe5EVcPPvige/Kk/77l9Y69EEAAAQQQQKCpBQiwmlqc90MAAQQQQKAMgWoOsOJPl9t///3t3HPPrSMQX1xdTxfcY489CgZYGsW13HLLuWP069fPLrnkkjrH0wLeetqhjqsWPaVQYZlG8ajFnzIY7az1tDQCKBoVFu1HgFXGBWv5AyytVRYtvP/QQw+5BdvVoul9+vcXXnghN500evf4kwXjI6gK1efzzz+37t27u0NorbUnn3zSraem4IyGAAIIIIAAAtUlQIBVXfXibBFAAAEEalSgmgMslWy//fZz4YHaDTfc4KaGLbTQQvbll1+aRktFI7A0fWzJJZcsOgJLU8mmT5/uRtY888wzbiSWmkZQKdx49tlnc1eKAqno9fjILE1D0zRDrYP07bffugBl6NChbj+d7/nnn+/+nQCrvA9dvhFY8VBJI630VECN0tKU0sMOO8y92dFHH+0WaW/VqpX9+uuv7rVoAX69Hg9Ci9VH244dOzbXCY34GzBgQHmdYi8EEEAAAQQQaDYBAqxmo+eNEUAAAQQQSC9Q7QGWnhS41VZb1enwKqus4tYjitoBBxzgwiy1YmtgaQ2rf/3rX7l9NR1QayhFo64UWEWLu0cLeGvjH374wTT9MNpOP9OInPh/d+nSxe69915bfPHFCbDSX6L1tswXYGmkmz/lU2GhRs1paqFGyqkpnNToqddff93VTU1Bl17v0aOHaRF/tWIBlkZ5HXLIIbnzi54u2YCusSsCCCCAAAIINIMAAVYzoPOWCCCAAAIIlCpQLQHWjBkzbIMNNnDdi6YDRn3VSCiFTvGF2/WawiaNhNKop6hpxIxGzqhFi7DHzTSNUGtc+dMRFXoMGTLE+vfv78IPhR0auaMnz0Xtp59+ciOtFIJFwUj02oEHHmgamaWgJGo6Z22raW+jR48utXQV3/67M0+x+c/834iiSr9B+3/829r8tW7YWM57aHSV1jRTff2aazSenKOwSiOv/vnPf7og8eSTT3brm8Wbpv+phjrOoEGD3EvRaL1i9VGwqbXX1Lbbbjv3tEsaAggggAACCFSfAAFW9dWMM0YAAQQQqEGBagmw0pRG0/W0kLdCqM6dO9tiiy2WZrfEbX788UdTaKZjalSPph+mbXpK3RdffOH2/+Mf/2jLLrusm9aY9VYtAVYaR00h1XXQsWNHW2CBBdwuqsusWbPcYvp6+qRG6rVu3TrN4RK30bWhUXZqN954o/Xu3bvsY7EjAggggAACCDSfAAFW89nzzggggAACCKQWCCnASt1pNkwUCCnAaooSjxgxwk499VQ3qk4juLTmGQ0BBBBAAAEEqk+AAKv6asYZI4AAAgjUoAABVg0WPU+XCbCKXwsKqjS6TmusReuqaWqpFoenIYAAAggggEB1ChBgVWfdOGsEEEAAgRoT+Pyb323fq+Y2Wq+P376Nbb9uq0Y7PgeunMC8B++2Hy49t3IH9I60xG0P2AJL/qnRjt8UB9ai8JdeemnurdZee223MH/btm2boRrkmQAAIABJREFU4u15DwQQQAABBBBoBAECrEZA5ZAIIIAAAgg0hsDLH/5qtzz3k82dX7mj//Sr2Y7dWlm/DZlWVTnVxj/S3JE32Y8P3WMt2rSp2Ju1WGRRW3i/g611jw0rdszmOtADDzxgWhhei/pvueWWdsYZZ9if/lTdoVxzWfK+CCCAAAIIZEWAACsrleA8EEAAAQQQQAABBComoMXh9adVK0YWVgyVAyGAAAIIINCMAgRYzYjPWyOAAAIIIIAAAggggAACCCCAAAIIFBcgwCpuxBYIIIAAAggggAACCCCAAAIIIIAAAs0oQIDVjPi8NQIIIIAAAggggAACCCCAAAIIIIBAcQECrOJGbIEAAggggAACCCCAAAIIIIAAAggg0IwCBFjNiM9bI4AAAggggAACCCCAAAIIIIAAAggUFyDAKm7EFggggAACCCCAAAIIIIAAAggggAACzShAgNWM+Lw1AggggAACCCCAAAIIIIAAAggggEBxAQKs4kZsgQACCCCAAAIIIIAAAggggAACCCDQjAIEWM2Iz1sjgAACCCCAAAIIIIAAAggggAACCBQXIMAqbsQWCCCAAAIIIIAAAggggAACCCCAAALNKECA1Yz4vDUCCCCAAAIIIIAAAggggAACCCCAQHEBAqziRmyBAAIIIIAAAggggAACCCCAAAIIINCMAgRYzYjPWyOAAAIIIIAAAggggAACCCCAAAIIFBcgwCpuxBYIIIAAAggggAACCCCAAAIIIIAAAs0oQIDVjPi8NQIIIIAAAggggAACCCCAAAIIIIBAcQECrOJGbIEAAggggAACCCCAAAIIIIAAAggg0IwCBFjNiM9bI4AAAggggAACCCCAAAIIIIAAAggUFyDAKm7EFggggAACCCCAAAIIIIAAAggggAACzShAgNWM+Lw1AggggAACCCCAAAIIIIAAAggggEBxAQKs4kZsgQACCCCAAAIIIIAAAggggAACCCDQjAIEWM2Iz1sjgAACCCCAAAIIIIAAAggggAACCBQXIMAqbsQWCCCAAAIIIIAAAggggAACCCCAAALNKECA1Yz4vDUCCCCAAAIIIIAAAggggAACCCCAQHEBAqziRmyBAAIIIIAAAggggAACCCCAAAIIINCMAgRYzYjPWyOAAAIIIIAAAggggAACCCCAAAIIFBeoigBr4sSJ9u6779pHH31kSyyxhHXp0sV69Ohhbdu2Tezh9OnTbfbs2QV7v+aaaybu/+qrr9qECRNszpw51q1bN1tvvfVs8cUXL3isb775xp566in78MMPrUOHDrbBBhvYaqutZgsssEDxCrAFAggggAACCCCAAAIIIIAAAggggEBBgUwHWAqsBg0aZA888EC9Tqyyyio2bNgw23rrreu9tv3229vDDz9csOOvv/66C6ii9vXXX1v//v3toYceqrff9ddfbwcddFDi8UaNGmWHHHKIff/993Ve7969uz3yyCPWsWNHLkEEEEAAAQQQQAABBBBAAAEEEEAAgQYIZDbAmjt3rhtl9c4777ju9e7d2xQKzZw5026++eZcl1955RW3Xby1b9++XqDkG8UDrF9++cUd/+mnn3ab7bDDDqaA7NFHH7X333/f/eyqq66yI444os5hHnvsMdtmm23cz5Zbbjnbeeed7YsvvrC77rrL/UwjxV544QU3aoyGAAIIIIAAAggggAACCCCAAAIIIFCeQGYDrHPOOcdOOeUU16vbb7/d9tprr1wPJ0+e7EIrjXpSqPXaa6/lXlPAteyyy7r/HjNmjG200UaJMgq5oil+d955p/Xt29dtN3z4cDvwwAPdv8+bN8/69evnRoC1a9fOPv/8c1t44YXda7/99putscYaLuDq2rWrPfnkk7mgauzYsS4QUzvvvPPspJNOKq867IUAAggggAACCCCAAAIIIIAAAgggYJkNsDbffHMbN26c7bTTTnb//ffXK9UVV1xhRx99tPv5d9995wImtfioKK1j9Yc//KFomTfddFN7/vnn3YgphWPx9vHHH9uKK67ofjRixAgbMGCA+3cFVr169XL/rgCsT58+dfY77LDD7Nprr3Ujs6ZNm2atWrUqeh5sgAACCCCAAAIIIIAAAggggAACCCBQXyCTAdbvv/9u2223nU2ZMsUGDhxoxx13XL0z16goTdlTe++999yi6WoXXHCBG/GkKYBaVL1Y+/HHH3OLuZ9//vl24okn1tslCtM0XVDrWqmdffbZduqpp9YbmRXtrEXde/bs6f7zxRdftA033LDYqfA6AggggAACCCCAAAIIIIAAAggggECCQCYDrDSVOvnkk930PLWff/45N8Jp3333tdtuu832228/0ygorWulxeBXXnllN91QIVT86YBvvPGG+7maRlVtueWW9d4+eq8ll1zSrXGltuuuu9p9991nm222mT377LP19tGTCaPRX/GRW2n6xjYIIIAAAggggAACCCCAAAIIIIAAAv8nUJUBVhRIqRsaqaW1rqLWqVMnmzp1at4aa1TUf/7zH1thhRXcNvH1qt58801bZ5116u2roEwhlpoWfG/ZsqVF0w532203u/vuu+vtozWytJ2aRmtF63lx8SGAAAIIIIAAAggggAACCCCAAAIIlCZQdQGW1rXSqKfo6YRaRL1z586u11oLa7HFFssJaP2pHXfc0U0R1BMFo33WXHNN01MI27RpY/fcc4/tvvvubh+td7X88svXE7zuuuvs0EMPdT/XwvGLLrqorbXWWu54hx9+uA0bNixRPXoaosIrhVg0BBBAAAEEEEAAAQQQQAABBBBAAIHSBaoqwJo9e7Ztv/32Nn78eNfTK6+80o488shcrydOnJgbQXXAAQeYgqdo8XRNMzz++OPt8ssvd9ufe+659re//c1Gjx5te+65p/vZrFmzrGPHjvUUb731VjclUS1aGF5rbik8GzRokF122WWJ8grDPvnkE7eultbXoiGAAAIIIIAAAggggAACCCCAAAIIlC5QNQGWFmTfeuutc9MDzzzzTLeIut+0AHwURMXXutJ28+fPN42+0hTDaO2q+BRCPS1wpZVWqndMjbCKgjIt+q6RW9EUwoMOOsiuv/76RPloBNbpp59up512WsnVee2110rehx0QQAABBBBAAAEEEEAAAQQQQACBhgj85S9/acjujbJvVQRYL7/8svXu3dtN31O74oor7KijjioL5IgjjrCrr77aPT3w22+/tbffftvWXnttdyxNK+zWrVu940ZPHNQLCsjU+vXrZ3fccYflWwNLa2UtuOCCbttLLrnEjj322JLPlwCrZDJ2QAABBBBAAAEEEEAAAQQQQACBBgoQYJUBeP/999suu+yS2/Pee++t89+lHnLIkCFu+qCaFlr/6quvctMGNRqrV69e9Q45ePBgF0KtssoqppFgatHPNtlkE3vuuefq7fPll1+anlqodvvtt9tee+1V6qmyPQIIIIAAAggggAACCCCAAAIIIICAmWV6BFY8vFIY9OCDD1qPHj3yFk7rW1166aX2ww8/2IwZM6x169b1tt11113tvvvus+7du5tGOMWfFphvsfVovav+/fvbTTfd5I6pda+iUVXRuljxN7vzzjutb9++7kfxhea56hBAAAEEEEAAAQQQQAABBBBAAAEEShPIbIClJwKuuOKKrjd6muDTTz9tnTp1Kti7UaNG5UY6KaTaeeed62yvpwbq6YFq8YXVjznmGBs6dKgbMTVz5kxr2bJlbj9NK4yGzt144422//77u9e03bLLLuv+fcSIETZgwIA67xUFZTp39aVFixalVYatEUAAAQQQQAABBBBAAAEEEEAAAQScQGYDrD59+thdd93lTlJT/pLWpopquPHGG9uiiy7qpgOuvPLKbq0shVEPPfSQrbfeem6zSZMm2R577OFGQ6l98cUXuSl+H3zwgXXu3Nn9XE8bHD58uBu99dFHH7kphVr0XcebPn26LbTQQrlLRwu4K7zSelqPPPKI6Ty0RtZ5551nmqqo1pD1urhGEUAAAQQQQAABBBBAAAEEEEAAAQQyGmC99dZb1rVr19T10VRATQlUe/jhh2377bfP7avjaEF1jb6KmqYi7rDDDnWOH43Cin6o/SZOnJjbRsfddttt6+wzefJkN6UxWly+S5cu9s0337inIKr17NnTxowZ455aSEMAAQQQQAABBBBAAAEEEEAAAQQQKE8gkyOwRo4caXvvvXfqHvlPD3zppZds0KBBNn78+DrH0ILr1113na2xxhqJx77yyivdyKkokNJGCqW0ttbWW2+duI+mB2rU1rhx4+q8PnDgQDvrrLNsscUWS90PNkQAAQQQQAABBBBAAAEEEEAAAQQQqC+QyQCrUoX6+uuvTdMDtabVmmuuWWf6X7730BTAadOm2aeffmrLL7+8+xNfEyvfflo4XtMUNdpKTyskuKpUFTkOAggggAACCCCAAAIIIIAAAgjUukDQAVatF5f+I4AAAggggAACCCCAAAIIIIAAAiEIEGCFUEX6gAACCCCAAAIIIIAAAggggAACCAQsQIAVcHHpGgIIIIAAAggggAACCCCAAAIIIBCCAAFWCFWkDwgggAACCCCAAAIIIIAAAggggEDAAgRYAReXriGAAAIIIIAAAggggAACCCCAAAIhCBBghVBF+oAAAggggAACCCCAAAIIIIAAAggELECAFXBx6RoCCCCAAAIIIIAAAggggAACCCAQggABVghVpA8IIIAAAggggAACCCCAAAIIIIBAwAIEWAEXl64hgAACCCCAAAIIIIAAAggggAACIQgQYIVQRfqAAAIIIIAAAggggAACCCCAAAIIBCxAgBVwcekaAggggAACCCCAAAIIIIAAAgggEIIAAVYIVaQPCCCAAAIIIIAAAggggAACCCCAQMACBFgBF5euIYAAAggggAACCCCAAAIIIIAAAiEIEGCFUEX6gAACCCCAAAIIIIAAAggggAACCAQsQIAVcHHpGgIIIIAAAggggAACCCCAAAIIIBCCAAFWCFWkDwgggAACCCCAAAIIIIAAAggggEDAAgRYAReXriGAAAIIIIAAAggggAACCCCAAAIhCBBghVBF+oAAAggggAACCCCAAAIIIIAAAggELECAFXBx6RoCCCCAAAIIIIAAAggggAACCCAQggABVghVpA8IIIAAAggggAACCCCAAAIIIIBAwAIEWAEXl64hgAACCCCAAAIIIIAAAggggAACIQgQYIVQRfqAAAIIIIAAAggggAACCCCAAAIIBCxAgBVwcekaAggggAACCCCAAAIIIIAAAgggEIIAAVYIVaQPCCCAAAIIIIAAAggggAACCCCAQMACBFgBF5euIYAAAggggAACCCCAAAIIIIAAAiEIEGCFUEX6gAACCCCAAAIIIIAAAggggAACCAQsQIAVcHHpGgIIIIAAAggggAACCCCAAAIIIBCCAAFWCFWkDwgggAACCCCAAAIIIIAAAggggEDAAgRYAReXriGAAAIIIIAAAggggAACCCCAAAIhCBBghVBF+oAAAggggAACCCCAAAIIIIAAAggELECAFXBx6RoCCCCAAAIIIIAAAggggAACCCAQggABVghVpA8IIIAAAggggAACCCCAAAIIIIBAwAIEWAEXl64hgAACCCCAAAIIIIAAAggggAACIQgQYIVQRfqAAAIIIIAAAggggAACCCCAAAIIBCxAgBVwcekaAggggAACCCCAAAIIIIAAAgggEIIAAVYIVaQPCCCAAAIIIIAAAggggAACCCCAQMACBFgBF5euIYAAAggggAACCCCAAAIIIIAAAiEIEGCFUEX6gAACCCCAAAIIIIAAAggggAACCAQsQIAVcHHpGgIIIIAAAggggAACCCCAAAIIIBCCAAFWCFWkDwgggAACCCCAAAIIIIAAAggggEDAAgRYAReXriGAAAIIIIAAAggggAACCCCAAAIhCBBghVBF+oAAAggggAACCCCAAAIIIIAAAggELECAFXBx6RoCCCCAAAIIIIAAAggggAACCCAQggABVghVpA8IIIAAAggggAACCCCAAAIIIIBAwAIEWAEXl64hgAACCCCAAAIIIIAAAggggAACIQgQYIVQRfqAAAIIIIAAAggggAACCCCAAAIIBCxAgBVwcekaAggggAACCCCAAAIIIIAAAgggEIIAAVYIVaQPCCCAAAIIIIAAAggggAACCCCAQMACBFgBF5euIYAAAggggAACCCCAAAIIIIAAAiEIEGCFUEX6gAACCCCAAAIIIIAAAggggAACCAQsQIAVcHHpGgIIIIAAAggggAACCCCAAAIIIBCCAAFWCFWkDwgggAACCCCAAAIIIIAAAggggEDAAgRYAReXriGAAAIIIIAAAggggAACCCCAAAIhCBBghVBF+oAAAggggAACCCCAAAIIIIAAAggELECAFXBx6RoCCCCAAAIIIIAAAggggAACCCAQggABVghVpA8IIIAAAggggAACCCCAAAIIIIBAwAIEWAEXl64hgAACCCCAAAIIIIAAAggggAACIQgQYIVQRfqAAAIIIIAAAggggAACCCCAAAIIBCxAgBVwcekaAggggAACCCCAAAIIIIAAAgggEIIAAVYIVaQPCCCAAAIIIIAAAggggAACCCCAQMACBFgBF5euIYAAAggggAACCCCAAAIIIIAAAiEIEGCFUEX6gAACCCCAAAIIIIAAAggggAACCAQsQIAVcHHpGgIIIIAAAggggAACCCCAAAIIIBCCAAFWCFWkDwgggAACCCCAAAIIIIAAAggggEDAAgRYAReXriGAAAIIIIAAAggggAACCCCAAAIhCBBghVBF+oAAAggggAACCCCAAAIIIIAAAggELECAFXBx6RoCCCCAAAIIIIAAAggggAACCCAQggABVghVpA8IIIAAAggggAACCCCAAAIIIIBAwAIEWAEXl64hgAACCCCAAAIIIIAAAggggAACIQgQYIVQRfqAAAIIIIAAAggggAACCCCAAAIIBCxAgBVwcekaAggggAACCCCAAAIIIIAAAgggEIIAAVYIVaQPCCCAAAIIIIAAAggggAACCCCAQMACBFgBF5euIYAAAggggAACCCCAAAIIIIAAAiEIEGCFUEX6gAACCCCAAAIIIIAAAggggAACCAQsQIAVcHHpGgIIIIAAAggggAACCCCAAAIIIBCCAAFWCFWkDwgggAACCCCAAAIIIIAAAggggEDAAgRYAReXriGAAAIIIIAAAggggAACCCCAAAIhCBBghVBF+oAAAggggAACCCCAAAIIIIAAAggELECAFXBx6RoCCCCAAAIIIIAAAggggAACCCAQggABVghVpA8IIIAAAggggAACCCCAAAIIIIBAwAIEWAEXl64hgAACCCCAAAIIIIAAAggggAACIQgQYIVQRfqAAAIIIIAAAggggAACCCCAAAIIBCxQFQHWxIkT7d1337WPPvrIllhiCevSpYv16NHD2rZtm7c0v/zyiz355JM2ZcoU+/3339326667rrVp06ZgOV999VWbMGGCzZkzx7p162brrbeeLb744gX3+eabb+ypp56yDz/80Dp06GAbbLCBrbbaarbAAgsEfOnQNQQQQAABBBBAAAEEEEAAAQQQQKBpBDIdYCmwGjRokD3wwAP1NFZZZRUbNmyYbb311vVeU+C155572vvvv1/ntXbt2tkTTzzhwiy/ff3119a/f3976KGH6r12/fXX20EHHZRYkVGjRtkhhxxi33//fZ3Xu3fvbo888oh17NixaSrJuyCAAAIIIIAAAggggAACNSzwyweTbe7Im+ynl5+33+fNrWGJpu96i7YLW+sNNrGF99rfWq26WtOfAO9YEwKZDbDmzp3rgqZ33nnHFaJ3796mUGjmzJl2880354rzyiuv1AmkPv30U7fdrFmz3DYKpVq3bm133HFHLmR66aWX3CipqGm0lo7/9NNPux/tsMMOpoDs0UcfzYVgV111lR1xxBF1LorHHnvMttlmG/ez5ZZbznbeeWf74osv7K677nI/00ixF154wY0aoyGAAAIIIIAAAggggAACCDSOgMKrb4452H6fP79x3oCjphJo0aaNLX7Z9YRYqbTYqFSBzAZY55xzjp1yyimuP7fffrvttddeub5NnjzZhVYa9aSw6rXXXsu9dvTRR9sVV1xhGm31zDPPuGmAatOnT7eePXva1KlTXeik0VFRu/POO61v377uP4cPH24HHnig+/d58+ZZv3793AgwHe/zzz+3hRde2L3222+/2RprrOECrq5du7rpilFQNXbsWBeIqZ133nl20kknlVoXtkcAAQQQQAABBBBAAAEEEEgp8N1Zf7f5Tz+ecms2a0yBNlv0tvannt2Yb8Gxa1QgswHW5ptvbuPGjbOddtrJ7r///nrlUUilsErtu+++cwHTDz/84P6pNnDgQLv88svr7KcgbJ999nE/U/DUuXNn9++bbrqpPf/8827ElMKxePv4449txRVXdD8aMWKEDRgwwP27AqtevXq5f1cA1qdPnzr7HXbYYXbttde6kVnTpk2zVq1a1eglRrcRQAABBBBAAAEEEEAAgcYVmL3TFkwbbFzi1EfXdMIOD/zv7CYaApUUyGSApUXXt9tuO7cAu4Ko4447rl6fNSpKU/bU3nvvPbdougIvBV9qL774om244YZ19tOIrfbt27ufRSOjfvzxx9xi8Oeff76deOKJ9d4rCtPiI7fOPvtsO/XUU+uNzIp21qLuGvGV71wqWUSOhQACCCCAAAIIIIAAAgjUssCXW61fy93PXN87jn0lc+fECVW/QCYDrDSsJ598sguh1H7++Wc3wkkjrrTou5qCqaQnDv7lL3+x119/3a2NddNNN9kbb7zhpiGqaVTVlltuWe/to/dacskl3RpXarvuuqvdd999ttlmm9mzzz5bbx89mfAPf/iD+3l85FaavrENAggggAACCCCAAAIIIIBAegECrPRWTbElAVZTKNfee1RlgKWnE6688squWhqpNWbMGPfv//znP+2MM85w/65RXElt2223dYuza3SUnkgYX6/qzTfftHXWWafebgrKFGKpacH3li1b5qYd7rbbbnb33XfX20drZGk7NY3Witbzqr1LjB4jgAACCCCAAAIIIIAAAo0rQIDVuL6lHp0Aq1Qxtk8jUHUB1pw5c9yop+jphPG1rDTV8NJLL3VPEPzwww8T+7/vvvvabbfd5haB1xMM77nnHtt9993dtlrvavnll6+333XXXWeHHnqo+7mmIS666KK21lpruXM4/PDDbdiwYYnvpemK2l7hlUIsGgIIIIAAAggggAACCCCAQOUFCLAqb9qQIxJgNUSPffMJVFWANXv2bNt+++1t/Pjxrj9XXnmlHXnkkbm+RU8gTFqMPdpIQZQCKT05cMKECTZ69Gjbc8893cuzZs2yjh071rO69dZbbb/99nM/V4CmqYFac0vhmaYsXnbZZYm+CsM++eQTt66W1tcqtcWfrljqvmyPAAIIIIAAAggggAACCNSKwAp/O6JWuloV/fz4vORBHlVx8pykE9DyS1lrVRNgaUTV1ltvbVOnTnWGZ555pltEPd6iKYR68t+MGTMSrfv27eueGhitXRWfQqinBa600kr19tMIqygoi9bWip5ceNBBB9n111+f+F7RCKzTTz/dTjvttJJrT4BVMhk7IIAAAggggAACCCCAQA0KEGBlq+gEWNmqRzlnQ4BVjpqZvfzyy9a7d283HU/tiiuusKOOOqre0a6++mo74oj/Td7zrYHVq1cvt1j7TjvtZPfff79NmjTJ1l57bbePFnfv1q1bveNGTxyMH7dfv352xx13WL41sLRW1oILLuiOdckll9ixxx5bZu/ZDQEEEEAAAQQQQAABBBBAoJAAUwizdX0whTBb9QjlbDI/Aksh0y677JLzvvfee+v8d7wQeiqgng6oNm/ePFtooYXq1clfu0rTEqNpgxqNpYDLb4MHD3YhVHxtrehnm2yyiT333HP19vnyyy9NTy1Uu/32222vvfYK5ZqhHwgggAACCCCAAAIIIIBApgQIsDJVDiPAylY9QjmbTAdY8fBKYdCDDz7oFl/P1zSCKhrmpicNasphvM2cOdOWXXZZ96MRI0bYgAEDLP60wHyLrUfrXfXv399uuukmt7/WvYpGVUXrYsXfS9MUNV1RLb7QfCgXDv1AAAEEEEAAAQQQQAABBLIiQICVlUr873kQYGWrHqGcTWYDLD0RcMUVV3TOWtPq6aeftk6dOhV017TBP//5z+7pgPGwKdopHjpNmTLFVl11VffSMcccY0OHDnUjphRytWzZMvc+8VDsxhtvtP3339+9lhSGxU9OI8E0Ikznrr60aNEilGuGfiCAAAIIIIAAAggggAACmRIgwMpUOQiwslWOYM4mswFWnz597K677nLQ5557buLaVFEVNt54Y1t00UXdf9588825kCn+lML4Yu177LGHe/pg1D744APr3Lmz+089bXD48OHWunVr++ijj9yUQi0cr3Br+vTpdaYlagF3jeRq166dPfLII6bzUIh23nnn2ZAhQ9zx8q3XFcwVREcQQAABBBBAAAEEEEAAgWYWIMBq5gJ4b88IrGzVI5SzyWSA9dZbb1nXrl1TG+tpfd27d3fbz58/3wVJGjmlpuBJ4Vb09EL99/jx422FFVaoc/xoFFb0Q73/xIkTc9s8/PDDtu2229bZZ/LkyW5KY7S4fJcuXeybb76xWbNmue169uxpY8aMsTZt2qTuCxsigAACCCCAAAIIIIAAAgiUJkCAVZpXY29NgNXYwrV5/EwGWCNHjrS99947dUX8pwfOnTvXrU913XXX1TnGNtts49au0ppWSU0jtjRyKgqktI1Cqcsvv7zeelrR/poeqFFb48aNq3PIgQMH2llnnWWLLbZY6n6wIQIIIIAAAgg44qFLAAAgAElEQVQggAACCCCAQOkCBFilmzXmHgRYjalbu8fOZIBVqXL8/PPP9u6779oPP/zgniC41FJLFT20pgBOmzbNPv30U1t++eXdn/iaWPkOoPeYNGmSG22l9yK4KkrNBggggAACCCCAAAIIIIBARQQIsCrCWLGDEGBVjJIDxQSCDrCoNAIIIIAAAggggAACCCCAQPgCBFjZqjEBVrbqEcrZEGCFUkn6gQACCCCAAAIIIIAAAgjUqAABVrYKT4CVrXqEcjYEWKFUkn4ggAACCCCAAAIIIIAAAjUqQICVrcITYGWrHqGcDQFWKJWkHwgggAACCCCAAAIIIIBAjQoQYGWr8ARY2apHKGdDgBVKJekHAggggAACCCCAAAIIIFCjAgRY2So8AVa26hHK2RBghVJJ+oEAAggggAACCCCAAAII1KgAAVa2Ck+Ala16hHI2BFihVJJ+IIAAAggggAACCCCAAAI1KkCAla3CE2Blqx6hnA0BViiVpB8IIIAAAggggAACCCCAQI0KEGBlq/AEWNmqRyhnQ4AVSiXpBwIIIIAAAggggAACCCBQowIEWNkqPAFWtuoRytkQYIVSSfqBAAIIIIAAAggggAACCNSoAAFWtgpPgJWteoRyNgRYoVSSfiCAAAIIIIAAAggggAACNSpAgJWtwhNgZaseoZwNAVYolaQfCCCAAAIIIIAAAggggECNChBgZavwBFjZqkcoZ0OAFUol6QcCCCCAAAIIIIAAAgggUKMCBFjZKjwBVrbqEcrZEGCFUkn6gQACCCCAAAIIIIAAAgjUqAABVrYKT4CVrXqEcjYEWKFUkn4ggAACCCCAAAIIIIAAAjUqQICVrcITYGWrHqGcDQFWKJWkHwgggAACCCCAAAIIIIBAjQoQYGWr8ARY2apHKGdDgBVKJekHAggggAACCCCAAAIIIFCjAgRY2So8AVa26hHK2RBghVJJ+oEAAggggAACCCCAAAII1KgAAVa2Ck+Ala16hHI2BFihVJJ+IIAAAggggAACCCCAAAI1KkCAla3CE2Blqx6hnA0BViiVpB8IIIAAAggggAACCCCAQI0KEGBlq/AEWNmqRyhnQ4AVSiXpBwIIIIAAAggggAACCCBQowIEWNkqPAFWtuoRytkQYIVSSfqBAAIIIIAAAggggAACCNSoAAFWtgpPgJWteoRyNgRYoVSSfiCAAAIIIIAAAggggAACNSpAgJWtwhNgZaseoZwNAVYolaQfCCCAAAIIIIAAAggggECNChBgZavwBFjZqkcoZ0OAFUol6QcCCCCAAAIIIIAAAgggUKMCBFjZKjwBVrbqEcrZEGCFUkn6gQACCCCAAAIIIIAAAgjUqAABVrYKT4CVrXqEcjYEWKFUkn4ggAACCCCAAAIIIIAAAjUqQICVrcITYGWrHqGcDQFWKJWkHwgggAACCCCAAAIIIIBAjQoQYGWr8ARY2apHKGdDgBVKJekHAggggAACCCCAAAIIIFCjAgRY2So8AVa26hHK2RBghVJJ+oEAAggggAACCCCAAAII1KgAAVa2Ck+Ala16hHI2BFihVJJ+IIAAAggggAACCCCAAAI1KkCAla3CE2Blqx6hnA0BViiVpB8IIIAAAggggAACCCCAQI0KEGBlq/AEWNmqRyhnQ4AVSiXpBwIIIIAAAggggAACCCBQowIEWNkqPAFWtuoRytkQYIVSSfqBAAIIIIAAAggggAACCNSoAAFWtgpPgJWteoRyNgRYoVSSfiCAAAIIIIAAAggggAACNSpAgJWtwhNgZaseoZwNAVYolaQfCCCAAAIIIIAAAggggECNChBgZavwBFjZqkcoZ0OAFUol6QcCCCCAAAIIIIAAAgggUKMCBFjZKjwBVrbqEcrZEGCFUkn6gQACCCCAAAIIIIAAAgjUqAABVrYKT4CVrXqEcjYEWKFUkn4ggAACCCCAAAIIIIAAAjUqQICVrcITYGWrHqGcDQFWKJWkHwgggAACCCCAAAIIIIBAjQoQYGWr8ARY2apHKGdDgBVKJekHAggggAACCCCAAAIIIFCjAgRY2So8AVa26hHK2RBghVJJ+oEAAggggAACCCCAAAII1KgAAVa2Ck+Ala16hHI2BFihVJJ+IIAAAggggAACCCCAAAI1KkCAla3CE2Blqx6hnA0BViiVpB8IIIAAAggggAACCCCAQI0KEGBlq/AEWNmqRyhnQ4AVSiXpBwIIIIAAAggggAACCCBQowIEWNkqPAFWtuoRytkQYIVSSfqBAAIIIIAAAggggAACCNSoAAFWtgpPgJWteoRyNgRYoVSSfiCAAAIIIIAAAggggAACNSpAgJWtwhNgZaseoZwNAVYolaQfCCCAAAIIIIAAAggggECNChBgZavwBFjZqkcoZ0OAFUol6QcCCCCAAAIIIIAAAgggUKMCBFjZKjwBVrbqEcrZEGCFUkn6gQACCCCAAAIIIIAAAgjUqAABVrYKT4CVrXqEcjYEWKFUkn4ggAACCCCAAAIIIIAAAjUqQICVrcITYGWrHqGcDQFWKJWkHwgggAACCCCAAAIIIIBAjQoQYGWr8ARY2apHKGdDgBVKJekHAggggAACCCCAAAIIIFCjAgRY2So8AVa26hHK2RBghVJJ+oEAAggggAACCCCAAAII1KgAAVa2Ck+Ala16hHI2BFihVJJ+IIAAAggggAACCCCAAAI1KkCAla3CE2Blqx6hnA0BViiVpB8IIIAAAggggAACCCCAQI0KEGBlq/AEWNmqRyhnQ4AVSiXpBwIIIIAAAggggAACCCBQowIEWNkqPAFWtuoRytkQYIVSSfqBAAIIIIAAAggggAACCNSoAAFWtgpPgJWteoRyNgRYoVSSfiCAAAIIIIAAAggggAACNSpAgJWtwhNgZaseoZwNAVYolaQfCCCAAAIIIIAAAggggECNChBgZavwBFjZqkcoZ0OAFUol6QcCCCCAAAIIIIAAAgggUKMCBFjZKjwBVrbqEcrZEGCFUkn6gQACCCCAAAIIIIAAAgjUqAABVrYKT4CVrXqEcjYEWKFUkn4ggAACCCCAAAIIIIAAAjUqQICVrcITYGWrHqGcDQFWKJWkHwgggAACCCCAAAIIIIBAjQoQYGWr8ARY2apHKGdDgBVKJekHAggggAACCCCAAAIIIFCjAgRY2So8AVa26hHK2RBghVJJ+oEAAggggAACCCCAAAII1KgAAVa2Ck+Ala16hHI2BFihVJJ+IIAAAggggAACCCCAAAI1KkCAla3CE2Blqx6hnA0BViiVpB8IIIAAAggggAACCCCAQI0KEGBlq/AEWNmqRyhnQ4AVSiXpBwIIIIAAAggggAACCCBQowIEWNkqPAFWtuoRytkQYIVSSfqBAAIIIIAAAggggAACCNSoAAFWtgpPgJWteoRyNgRYoVSSfiCAAAIIIIAAAggggAACNSpAgJWtwhNgZaseoZwNAVYolaQfCCCAAAIIIIAAAggggECNChBgZavwBFjZqkcoZ0OAFUol6QcCCCCAAAIIIIAAAgggUKMCBFjZKjwBVrbqEcrZEGCFUkn6gQACCCCAAAIIIIAAAgjUqAABVrYKT4CVrXqEcjYEWKFUkn4ggAACCCCAAAIIIIAAAjUqQICVrcITYGWrHqGcDQFWKJWkHwgggAACCCCAAAIIIIBAjQoQYGWr8ARY2apHKGdDgBVKJekHAggggAACCCCAAAIIIFCjAgRY2So8AVa26hHK2RBghVJJ+oEAAggggAACCCCAAAII1KgAAVa2Ck+Ala16hHI2BFihVJJ+IIAAAggggAACCCCAAAI1KkCAla3CE2Blqx6hnA0BViiVpB8IIIAAAggggAACCCCAQI0KEGBlq/AEWNmqRyhnQ4AVSiXpBwIIIIAAAggggAACCCBQowIEWNkqPAFWtuoRytkQYIVSSfqBAAIIIIAAAggggAACCNSoAAFWtgpPgJWteoRyNlUXYN1www02Y8YMO+mkk6xNmzaJdZg+fbrNnj27YI3WXHNNa9u2bb1tXn31VZswYYLNmTPHunXrZuv9v/buBNqusr4f/gMBApSxELSFMAmJAQ0yFWRSEhkEpGHGCrzGFBkFxDKWoii0BNoyDy+EIChS5kYEAkVAwqTIlAI2SJjhzyAkEipQKfmv3/Y99z039ya5wzk3T5792Wu5DPeevc/zfL5n7ZXzzd7P3mSTtMIKK8zzWDNnzkx33313mj59elp55ZXTZpttloYPH54WXXTRUj4n5kGAAAECBAgQIECAAIFsBRRYeUWjwMorj1JGs1AVWD/+8Y/T/vvvX9lHwbTiiit2m8NOO+2Ubrvttnlm9Oijj1YFVWObMWNGdexbbrmly34TJkxI48aN6/Z411xzTTrwwAPTrFmzOv1+o402SpMnT05Dhgwp5bNiHgQIECBAgAABAgQIEMhSQIGVVywKrLzyKGU0C02B9cADD6Qtt9yyw31eBdZyyy3XpVCaM7DmAuujjz5K2223Xbrnnnuql+28885p7bXXTrfffnt65plnqp9deOGF6ZBDDul0mDvuuCPtsMMO1c9WW221tOuuu6Y33ngj3XDDDdXPhg0blmLcK620UimfF/MgQIAAAQIECBAgQIBAdgIKrLwiUWDllUcpo8m+wPrwww/T6aefnr73ve91Mp9bgfXaa6+lVVddtXrtrbfemj7/+c93m1WUXI1b/K677rq09957V6+77LLL0je+8Y3qz++//37aZ5990s0335yWXXbZ9Prrr6ell166+t3HH3+cRowYURVcI0eOTHfddVdHUXXnnXdWhVhs48ePr253tBEgQIAAAQIECBAgQIBAewQUWO1x7etRFVh9lbPfvASyLrCmTp2avvrVr6ann366yxzmVmA1XxU1r6u0mg+41VZbpfvvv7+6YmratGmd3uull15Ka6yxRvWziRMnprFjx1Z/jsJq9OjR1Z+jANtzzz077XfQQQelSy65pLoy6/nnn0+LLbaYTyIBAgQIECBAgAABAgQItEFAgdUG1H4cUoHVDzy7zlUg6wLrBz/4QTr55JOrwR988MHpS1/6UkdRNLdy6swzz6yueIpbAGNR9fltH3zwQcdi7meccUY65phjuuyyzTbbpClTplS3C8a6VrGddtpp6aSTTupyZVZj51jUfdSoUdV/Pvjgg2nzzTef31D8ngABAgQIECBAgAABAgT6IKDA6gNaG3dRYLURt8aHzr7A+uUvf1kVRVEA9eTqqq997WvpJz/5Sdpvv/1SXAUV61q98MILaa211kqxsHqUUM1PB3zssceqn8cWV1Vtu+22XT4Oxx9/fHUr4CqrrFKtcRXbmDFj0qRJk9LWW2+d7r333i77xJMJG4vMN1+5VePPmqkTIECAAAECBAgQIECgLQIKrLaw9vmgCqw+09lxHgJZF1ixuHrzrXc9KbA+9alPpeeee26uU46roi6//PK0+uqrV69pXq/q8ccfTxtssEGXfaO8ihIrthjToEGDUuO2w9122y3deOONXfaJNbLidbHF1VonnniiDyIBAgQIECBAgAABAgQItEFAgdUG1H4cUoHVDzy7zlUg6wJrzlHPr8B699130/LLL9+xW6w/tcsuu1S3CMYTBRtraa233nopnkI4ePDgdNNNN6Xdd9+92ifWuxo6dGgXrEsvvTR985vfrH4+a9astMwyy6T111+/Ol7c2njRRRd1C9x4GmKUV1Fi2QgQIECAAAECBAgQIECg9QIKrNab9ueICqz+6Nl3bgJFFVix6HvjCqqvf/3rKYqnxhVcf/zjH9N3vvOddN5551UW8WTD4447Ll1//fVpr732qn725ptvpiFDhnSxuuqqq6pbEmNrrL01fPjw6gmERxxxRDrnnHO69Y0y7JVXXqnW1Yr1tWwECBAgQIAAAQIECBAg0HoBBVbrTftzRAVWf/TsW4sCKyY5e/bsjiKqea2r+N2HH36Y4uqruMWwsXZV8y2E8bTANddcs4tVXGF16KGHVj+PRd/jyq3GLYTjxo1LEyZM6Na3cQXWKaec0rEYfW8+io888khvXu61BAgQIECAAAECBAgQqKXA6scdUst55zrpl8Z3f5dSruM1rq4CG2+8cXYsRV2B1RPdQw45JF188cXV0wN///vfp6eeeip99rOfrXaN2wo33HDDLodpPHGwUZDF/++zzz7p2muvTXNbAyvWylp88cWrY5111lnpqKOO6snwOr1GgdVrMjsQIECAAAECBAgQIFBDAQVWXqErsPLKoy+jUWD1Ra1pn/mtgdWTw59wwgnV7YOxxULrb7/9dsdtg3E11ujRo7sc5uijj65KqLXXXjtNnz69+n3jZ1tuuWW67777uuzz1ltvVU8tjO3qq69O++67b0+G5zUECBAgQIAAAQIECBAg0EsBtxD2EqzNL3cLYZuBa3r4oq7AivWtzj777PTee++ll19+OS2xxBJdYh0zZkyaNGlS2mijjVJc4dT8tMC5LbbeWO9q//33T1deeWV1zFj3qnFVVWNdrOY3u+6669Lee+9d/SjWylp33XVr+hEzbQIECBAgQIAAAQIECLRXQIHVXt/eHl2B1Vsxr++JQFEF1jXXXNNxpVOUVLvuumsng3hqYDw9MLbmhdWPPPLIdO6551ZXTL322mtp0KBBHfvFbYWNS+euuOKKdMABB1S/i9etuuqq1Z8nTpyYxo4d2+m9GkVZPAkxnm64yCKL9CQPryFAgAABAgQIECBAgACBXgoosHoJ1uaXK7DaDFzTwxdVYMXtgGuttVaaNWtWVUbdcsstaZNNNqmiffLJJ9Mee+xRXQ0V2xtvvNFxi9+zzz7bcYVUPG3wsssuq67eeuGFF6pbCmPR9zjeiy++mJZccsmOj0os4B7lVaynNXny5LTFFltUi8iPHz8+xa2KsZ1//vnpsMMOq+nHy7QJECBAgAABAgQIECDQfgEFVvuNe/MOCqzeaHltTwWKKrBi0rfddlvaaaedOuY/cuTIFAuqx9VXje1nP/tZ2nnnnTsZNa7Cavww9ps6dWrHa+K4O+64Y6d9pk2bljbddNOqMItt2LBhaebMmdVTEGMbNWpUuvXWW6unFtoIECBAgAABAgQIECBAoD0CCqz2uPb1qAqsvsrZb14CC1WBFYusb7fddtV8ZsyYkVZYYYVu5/bQQw+lI444Ij388MOdfh8Lrl966aVpxIgR3e53wQUXVFdONQqpRikVa2ttv/323e4TtwfGVVtTpkzp9PvDDz88nXrqqWn55Zf3CSRAgAABAgQIECBAgACBNgoosNqI24dDK7D6gGaX+QosVAXWfGczxwui5IrbA2NNq/XWW6/T7X9zO1bcAvj888+nV199NQ0dOrT6X/OaWHPbLxaOj9sU42qreFqh4qq3aXk9AQIECBAgQIAAAQIE+iagwOqbW7v2UmC1S7bexy26wKp3tGZPgAABAgQIECBAgACBeggosPLKWYGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMRoFVSpLmQYAAAQIECBAgQIAAgZoKKLDyCl6BlVcepYxGgVVKkuZBgAABAgQIECBAgACBmgoosPIKXoGVVx6ljEaBVUqS5kgUPmUAACAASURBVEGAAAECBAgQIECAAIGaCiiw8gpegZVXHqWMZqErsH74wx+ml19+OR177LFp8ODBc83ho48+SnfddVf67W9/m2bPnp023XTT9LnPfW6e+8TBfv3rX6cnnngivfPOO2nDDTdMm2yySVphhRXmmffMmTPT3XffnaZPn55WXnnltNlmm6Xhw4enRRddtJTPiXkQIECAAAECBAgQIEAgWwEFVl7RKLDyyqOU0SxUBdaPf/zjtP/++1f2UTCtuOKK3eYwderUtNdee6Vnnnmm0++XXXbZ9POf/7wqs+bcZsyYUR37lltu6fK7CRMmpHHjxnX7Xtdcc0068MAD06xZszr9fqONNkqTJ09OQ4YMKeWzYh4ECBAgQIAAAQIECBDIUkCBlVcsCqy88ihlNAtNgfXAAw+kLbfcssN9bgXWq6++mqI8evPNN6vXRim1xBJLpGuvvbajZHrooYeqq6QaW1yttd1226V77rmn+tHOO++c1l577XT77bd3lGAXXnhhOuSQQzrlfscdd6Qddtih+tlqq62Wdt111/TGG2+kG264ofrZsGHDUox7pZVWKuXzYh4ECBAgQIAAAQIECBDITkCBlVckCqy88ihlNNkXWB9++GE6/fTT0/e+971O5nMrsL71rW+l888/P8XVVr/4xS+q2wBje/HFF9OoUaPSc889V5VOcXVUY7vuuuvS3nvvXf3nZZddlr7xjW9Uf37//ffTPvvsk26++ebqeK+//npaeumlq999/PHHacSIEVXBNXLkyOp2xUZRdeedd1aFWGzjx4+vbne0ESBAgAABAgQIECBAgEB7BBRY7XHt61EVWH2Vs9+8BLIusOJWwK9+9avp6aef7jKH7gqs9957ryqaYjv88MPTeeed12m/q6++Ov3N3/xN9bMontZdd93qz1tttVW6//77qyumpk2b1mmfl156Ka2xxhrVzyZOnJjGjh1b/TkKq9GjR1d/jgJszz337LTfQQcdlC655JLqyqznn38+LbbYYj6JBAgQIECAAAECBAgQINAGAQVWG1D7cUgFVj/w7DpXgawLrB/84Afp5JNPrgZ/8MEHpy996UsdRVF3BdaUKVPSNttsU73+wQcfTJtvvnmnicc6Vcstt1z1s8aVUR988EFaaqmlqp+dccYZ6ZhjjumCFceMYzdfuXXaaaelk046qcuVWY2dY1H3uOJrbmPxmSRAgAABAgQIECBAgACB1ggosFrj2KqjKLBaJek4zQLZF1i//OUvq6IoyqjmNae6K7Diiqsjjjiiml8UU909pXDjjTdOjz76aLU21pVXXpkee+yxas2s2OKqqm233bbLJ+T444+vCq9VVlmlWuMqtjFjxqRJkyalrbfeOt17771d9oknEzYWmW++csvHjwABAgQIECBAgAABAgRaK6DAaq1nf4+mwOqvoP27E8i6wIrF1ZtvvZtfgfXd7343ff/736/mOXv27G4T33HHHavF2ePqqHgiYfN6VY8//njaYIMNuuwX5VWUWLHFmAYNGtRx2+Fuu+2Wbrzxxi77xBpZ8brY4mqtE0880SeQAAECBAgQIECAAAECBNogoMBqA2o/DqnA6geeXecqkHWBNeeo51dgffvb305nn3129QTB6dOndzvpr33ta+knP/lJ2nTTTdOvfvWrdNNNN6Xdd9+9em2sdzV06NAu+1166aXpm9/8ZvXzuA1xmWWWSeuvv361Nlfc2njRRRd1+15xu2K8PsqrKLFsBAgQIECAAAECBAgQINB6AQVW6037c0QFVn/07Ds3gaIKrMYTCLtbjL0BEEVUFFLx5MAnnngiXX/99Wmvvfaqfv3mm2+mIUOGdLG66qqr0n777Vf9vHHr4vDhw6uF4OOWxXPOOadb3yjDXnnllWpdrVhfy0aAAAECBAgQIECAAAECrRdQYLXetD9HVGD1R8++tSiwGrcQxpP/Xn755W7nvPfee1dPDWysXdV8C2E8LXDNNdfssl9cYXXooYdWP2+srdV4cuG4cePShAkTun2vxhVYp5xySsdi9L35KD7yyCO9ebnXEiBAgAABAgQIECBAoJYCqx93SC3nneukXxrf/V1KuY7XuLoKxPrhuW1FXYF18cUXp0MO+dOJa25rYI0ePbparP0rX/lK+ulPf5qefPLJ9NnPfrbaJxZ333DDDbtk1HjiYPNx99lnn3Tttdemua2BFWtlLb744tWxzjrrrHTUUUf1OnsFVq/J7ECAAAECBAgQIECAQA0FFFh5ha7AyiuPvoxGgdUXtaZ95rcGVjwVMJ4OGNv777+fllxyyS7vOOfaVb/73e86bhuMq7Gi4JpzO/roo6sSqnltrcbPttxyy3Tfffd12eett96qnloY29VXX5323Xfffs7e7gQIECBAgAABAgQIECDQnYBbCPP6XLiFMK88ShlNUVdgxRVUjZYwnjS4/fbbd8rptddeS6uuumr1s4kTJ6axY8em5qcFzm2x9cZ6V/vvv3+68sorq/1j3avGVVWNdbGa3yxuU4zbFWOLtbLWXXfdUj4z5kGAAAECBAgQIECAAIGsBBRYWcWRFFh55VHKaIoqsOK2wc985jPV0wGby6ZGWM2l029/+9u0zjrrVL868sgj07nnnltdMRUl16BBgzrybS7FrrjiinTAAQdUv+uuDGv+UMSVYHFFWKzHFU83XGSRRUr5zJgHAQIECBAgQIAAAQIEshJQYGUVhwIrrziKGU1RBVak8qMf/aijZLrgggs6Fl9vXqx9jz32qJ4+2NieffbZjiuk4mmDl112WVpiiSXSCy+8UN1S+Nxzz1Xl1osvvtjptsRYwD2u5Fp22WXT5MmT0xZbbFGtvTV+/Ph0wgknVIc///zz02GHHVbMB8ZECBAgQIAAAQIECBAgkJuAAiuvRFyBlVcepYymuALrww8/rIqkuHIqtiielllmmaqEavz3ww8/nFZfffVOGTauwmr8cOTIkWnq1Kkdr7ntttvSjjvu2GmfadOmpU033TTNmjWr+vmwYcPSzJkz05tvvln996hRo9Ktt96aBg8eXMrnxTwIECBAgAABAgQIECCQnYACK69IFFh55VHKaBaqAqv5KqoZM2akFVZYodsc/vCHP1TrU1166aWdfr/DDjtUa1fFmlbdbXHFVlw51SikGqXUeeed12U9rcb+cXtgXLU1ZcqUToc8/PDD06mnnpqWX375Uj4r5kGAAAECBAgQIECAAIEsBRRYecWiwMorj1JGs1AVWL1F/+Mf/5h+85vfpPfee696guAnP/nJ+R4ibgF8/vnn06uvvpqGDh1a/a95Tay5HSDe48knn6yutor3UlzNl9oLCBAgQIAAAQIECBAg0BIBBVZLGFt2EAVWyygdqEmg6AJL0gQIECBAgAABAgQIECBQvoACK6+MFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaBRYpSRpHgQIECBAgAABAgQIEKipgAIrr+AVWHnlUcpoFFilJGkeBAgQIECAAAECBAgQqKmAAiuv4BVYeeVRymgUWKUkaR4ECBAgQIAAAQIECBCoqYACK6/gFVh55VHKaIossF588cX0u9/9bp4ZrbfeemmppZbq8ppf//rX6YknnkjvvPNO2nDDDdMmm2ySVlhhhXkea+bMmenuu+9O06dPTyuvvHLabLPN0vDhw9Oiiy5ayufEPAgQIECAAAECBAgQIJCtgAIrr2gUWHnlUcpoiiywdtppp3TbbbfNM6NHH320Kqga24wZM9L++++fbrnlli77TZgwIY0bN67b411zzTXpwAMPTLNmzer0+4022ihNnjw5DRkypJTPinkQIECAAAECBAgQIEAgSwEFVl6xKLDyyqOU0RRZYC233HJdCqU5A2susD766KO03XbbpXvuuad62c4775zWXnvtdPvtt6dnnnmm+tmFF16YDjnkkE6HueOOO9IOO+xQ/Wy11VZLu+66a3rjjTfSDTfcUP1s2LBh6YEHHkgrrbRSKZ8X8yBAgAABAgQIECBAgEB2AgqsvCJRYOWVRymjKa7Aeu2119Kqq65a5XPrrbemz3/+891mFSVX4xa/6667Lu29997V6y677LL0jW98o/rz+++/n/bZZ5908803p2WXXTa9/vrraemll65+9/HHH6cRI0ZUBdfIkSPTXXfd1VFU3XnnnVUhFtv48ePTscceW8rnxTwIECBAgAABAgQIECCQnYACK69IFFh55VHKaIorsJqviop1rFZcccX5ZrXVVlul+++/v7piatq0aZ1e/9JLL6U11lij+tnEiRPT2LFjqz9HYTV69Ojqz1GA7bnnnp32O+igg9Ill1xSXZn1/PPPp8UWW2y+4/ACAgQIECBAgAABAgQIEOi9gAKr92bt3EOB1U7d+h67uALrzDPPrK54ilsAY1H1+W0ffPBBx2LuZ5xxRjrmmGO67LLNNtukKVOmVLcLxrpWsZ122mnppJNO6nJlVmPnWNR91KhR1X8++OCDafPNN5/fUPyeAAECBAgQIECAAAECBPogoMDqA1obd1FgtRG3xocursD62te+ln7yk5+k/fbbL8VVULGu1QsvvJDWWmutFAurRwnV/HTAxx57rPp5bHFV1bbbbtvl43D88cdXtwKussoq1RpXsY0ZMyZNmjQpbb311unee+/tsk88mbBx9VfzlVs1/qyZOgECBAgQIECAAAECBNoioMBqC2ufD6rA6jOdHechUFyB9alPfSo999xzc51yXBV1+eWXp9VXX716TfN6VY8//njaYIMNuuwb5VWUWLHFgu+DBg1KjdsOd9ttt3TjjTd22SfWyIrXxRZXa5144ok+iAQIECBAgAABAgQIECDQBgEFVhtQ+3FIBVY/8Ow6V4GiCqx33303Lb/88h2TjfWndtlll+oWwXii4NNPP139br311kvxFMLBgwenm266Ke2+++7Vz2O9q6FDh3bBuvTSS9M3v/nN6uezZs1KyyyzTFp//fWr4x188MHpoosu6ha48TTEKK+ixLIRIECAAAECBAgQIECAQOsFFFitN+3PERVY/dGz79wEiiqwpk6d2nEF1de//vUUxVNj8fQ//vGP6Tvf+U4677zzKovTTz89HXfccen6669Pe+21V/WzN998Mw0ZMqSL1VVXXVXdkhhbY2H44cOHV08gPOKII9I555zTrW+UYa+88kq1rlasr9Xb7ZFHHuntLl5PgAABAgQIECBAgACB2gmsftwhtZtzzhN+aXz3F3nkPGZj6yyw8cYbZ0dSVIEVurNnz+4ooprXuorfffjhh9XVV3GLYWPtquZbCONpgWuuuWaXkOIKq0MPPbT6eSz6HlduNW4hHDduXJowYUK3wTauwDrllFPSySef3OvwFVi9JrMDAQIECBAgQIAAAQI1FFBg5RW6AiuvPPoyGgVWX9RavM8hhxySLr744urpgb///e/TU089lT772c9W7xK3FW644YZd3rHxxMFGQRb/v88++6Rrr702zW0NrFgra/HFF6+OddZZZ6WjjjqqxTNxOAIECBAgQIAAAQIECBAIAbcQ5vU5cAthXnmUMprirsCaXzAnnHBCdftgbLHQ+ttvv91x22BcjTV69Oguhzj66KOrEmrttddO06dPr37f+NmWW26Z7rvvvi77vPXWW9VTC2O7+uqr07777ju/ofk9AQIECBAgQIAAAQIECPRBQIHVB7Q27qLAaiNujQ9dVIEV61udffbZ6b333ksvv/xyWmKJJbpEO2bMmDRp0qS00UYbpbhFr/lpgXNbbL2x3tX++++frrzyyuqYse5V46qqxrpYzW923XXXpb333rv6UayVte6669b4Y2bqBAgQIECAAAECBAgQaJ+AAqt9tn05sgKrL2r2mZ9AUQXWNddc03GlU5RUu+66a6f5x1MD4+mBsTUvrH7kkUemc889t7pi6rXXXkuDBg3q2C9uK2zc+3nFFVekAw44oPpdvG7VVVet/jxx4sQ0duzYTu/VKMriSYjxdMNFFllkfln4PQECBAgQIECAAAECBAj0QUCB1Qe0Nu6iwGojbo0PXVSBFbcDrrXWWmnWrFlVGXXLLbekTTbZpIr3ySefTHvssUd1NVRsb7zxRsctfs8++2zHFVLxtMHLLrusunrrhRdeqG4pjEXf43gvvvhiWnLJJTs+LrGAe5RXsZ7W5MmT0xZbbFEtIj9+/PgUtyrGdv7556fDDjusxh8xUydAgAABAgQIECBAgEB7BRRY7fXt7dEVWL0V8/qeCBRVYMWEb7vttrTTTjt1zH3kyJEpFlSPq68a289+9rO08847d/JpXIXV+GHsN3Xq1I7XxHF33HHHTvtMmzYtbbrpplVhFtuwYcPSzJkzq6cgxjZq1Kh06623Vk8ttBEgQIAAAQIECBAgQIBAewQUWO1x7etRFVh9lbPfvASKK7Bisg899FA64ogj0sMPP9xp7rHg+qWXXppGjBjRrckFF1xQXTnVKKQapVSsrbX99tt3u0/cHhhXbU2ZMqXT7w8//PB06qmnpuWXX94nkAABAgQIECBAgAABAgTaKKDAaiNuHw6twOoDml3mK1BkgdWY9YwZM1LcHhhrWq233nqdbv+bm0zcAvj888+nV199NQ0dOrT6X/OaWHPbLxaOj9sU42qreFqh4mq+nz0vIECAAAECBAgQIECAQEsEFFgtYWzZQRRYLaN0oCaBogssSRMgQIAAAQIECBAgQIBA+QIKrLwyVmDllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgkI3rFQAAIABJREFUQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgQKCmAgqsvIJXYOWVRymjUWCVkqR5ECBAgAABAgQIECBAoKYCCqy8gldg5ZVHKaNRYJWSpHkQIECAAAECBAgQIECgpgIKrLyCV2DllUcpo1FglZKkeRAgQIAAAQIECBAgMCACz77xcbr6wT+mXz77v+n9/5k9IO/pTf4ksNQSi6TN1hmUvvr5xdM6n1i0g0WBldcnRIGVVx6ljEaBVUqS5kGAAAECBAgQIECAQNsForw64or304cftf2tvME8BAYvltK5/89SHSWWAiuvj4sCK688ShmNAquUJM2DAAECBAgQIECAAIG2C/zg3z9M9zytvWo7dA/e4IvrLZb+Yczg6pUKrB6ADeBLFFgDiF2jt1Jg1ShsUyVAgAABAgQIECBAoH8Cu/zzH9w22D/Clu0dtxP+7O+WVmC1TLR1B1Jgtc7Skf5/AQWWTwMBAgQIECBAgAABAgR6KDD6H/+7h6/0soEQ+PmJf6bAGgjoXr6HAquXYF7eIwEFVo+YvIgAAQIECBAgQIAAAQIpKbDy+hQosPLKozEaBVaeuSzso1JgLewJGj8BAgQIECBAgAABAgMmoMAaMOoevZECq0dMA/4iBdaAk9fiDRVYtYjZJAkQIECAAAECBAgQaIWAAqsViq07hgKrdZatPJICq5WajtUQUGD5LBAgQIAAAQIECBAgQKCHAgqsHkIN0MsUWAME3cu3UWD1EszLeySgwOoRkxcRIECAAAECBAgQIEDAGli5fQYUWLkl8qfxKLDyzGVhH5UCa2FP0PgJECBAgAABAgQIEBgwAVdgDRh1j95IgdUjpgF/kQJrwMlr8YYKrFrEbJIECBAgQIAAAQIECLRCQIHVCsXWHUOB1TrLVh5JgdVKTcdqCCiwfBYIECBAgAABAgQIECDQQwEFVg+hBuhlCqwBgu7l2yiwegnm5T0SUGD1iMmLCBAgQIAAAQIECBAgYA2s3D4DCqzcEvnTeBRYeeaysI9KgbWwJ2j8BAgQIECAAAECBAgMmIArsAaMukdvpMDqEdOAv0iBNeDktXhDBVYtYjZJAgQIECBAgAABAgRaIaDAaoVi646hwGqdZSuPpMBqpaZjNQQUWD4LBAgQIECAAAECBAgQ6KGAAquHUAP0MgXWAEH38m0UWL0E8/IeCSiwesTkRQQIECBAgAABAgQIELAGVm6fAQVWbon8aTwKrDxzWdhHpcBa2BM0fgIECBAgQIAAAQIEBkzAFVgDRt2jN1Jg9YhpwF+kwBpw8lq8oQKrFjGbJAECBAgQIECAAAECrRBQYLVCsXXHUGC1zrKVR1JgtVLTsRoCCiyfBQIECBAgQIAAAQIECPRQQIHVQ6gBepkCa4Cge/k2Cqxegnl5jwQUWD1i8iICBAgQIECAAAECBAhYAyu3z4ACK7dE/jQeBVaeuSzso1JgLewJGj8BAgQIECBAgAABAgMm4AqsAaPu0RspsHrENOAvUmANOHkt3lCBVYuYTZIAAQIECBAgQIAAgVYIKLBaodi6YyiwWmfZyiMpsFqp6VgNAQWWzwIBAgQIECBAgAABAgR6KKDA6iHUAL1MgTVA0L18GwVWL8G8vEcCCqweMXkRAQIECBAgQIAAAQIErIGV22dAgZVbIn8ajwIrz1wW9lEpsBb2BI2fAAECBAgQIECAAIEBE3AF1oBR9+iNFFg9YhrwFymwBpy8Fm+owKpFzCZJgAABAgQIECBAgEArBBRYrVBs3TEUWK2zbOWRFFit1HSshoACy2eBAAECBAgQIFCgwEfPTkt/+Lcr0//88v40+/0/FDjDfKe0yFJLpyU22zItve8BabF1huc7UCPrk4ACq09sbdtJgdU22n4dWIHVLz47z0VAgeWjQYAAAQIECBAoTCDKq5lH/m2a/eGHhc1s4ZrOIoMHpxXOmaDEWrhim+9oFVjzJRrQFyiwBpS7x2+mwOoxlRf2QkCB1QssLyVAgAABAgQILAwC75769+nDe/5jYRhq8WMc/MXt0nInnVb8POs0QQVWXmkrsPLKozEaBVaeuSzso1JgLewJGj8BAgQIECBAYA6B333li24bzORTEbcTrnzzPZmMxjBaIaDAaoVi646hwGqdZSuPpMBqpaZjNQQUWD4LBAgQIECAAIHCBN760l8VNqOFezq+yC3c+c05egVWXnkqsPLKozEa5708c1nYR6XAWtgTNH4CBAgQIECAwBwCCqy8PhK+yOWVR39Ho8Dqr2Br91dgtdazVUdz3muVpOM0CyiwfB4IECBAgAABAoUJKLDyCtQXubzy6O9oFFj9FWzt/gqs1nq26mjOe62SdBwFls8AAQIECBAgQKBgAQVWXuH6IpdXHv0djQKrv4Kt3V+B1VrPVh3Nea9Vko6jwPIZIECAAAECBAgULKDAyitcX+TyyqO/o1Fg9VewtfsrsFrr2aqjOe+1StJxFFg+AwQIECBAgACBggUUWHmF64tcXnn0dzQKrP4KtnZ/BVZrPVt1NOe9Vkk6jgLLZ4AAAQIECBAgULCAAiuvcH2RyyuP/o5GgdVfwdbur8BqrWerjua81ypJx1Fg+QwQIECAAAECBAoWUGDlFa4vcnnl0d/RKLD6K9ja/RVYrfVs1dGc91ol6TgKLJ8BAgQIECBAgEDBAgqsvML1RS6vPPo7GgVWfwVbu78Cq7WerTqa816rJB1HgeUzQIAAAQIECBAoWECBlVe4vsjllUd/R6PA6q9ga/dXYLXWs1VHc95rlaTjKLB8BggQIECAAAECBQsosPIK1xe5vPLo72gUWP0VbO3+CqzWerbqaM57rZJ0HAWWzwABAgQIECBAoGABBVZe4foil1ce/R2NAqu/gq3dX4HVWs9WHc15r1WSjqPA8hkgQIAAAQIECBQsoMDKK1xf5PLKo7+jUWD1V7C1+yuwWuvZqqM577VK0nEUWD4DBAgQIECAAIGCBRRYeYXri1xeefR3NAqs/gq2dn8FVms9W3U0571WSTqOAstngAABAgQIECBQsIACK69wfZHLK4/+jkaB1V/B1u6vwGqtZ6uO5rzXKknHUWD5DBAgQIAAAQIEChZQYOUVri9yeeXR39EosPor2Nr9FVit9WzV0Zz3WiXpOAqsFn8GZs6cme6+++40ffr0tPLKK6fNNtssDR8+PC266KItfieHI0CAAAECBAjMX0CBNX+jgXyFL3IDqd3+91Jgtd+4N++gwOqN1sC91nlv4Kzr9E6LzJ49e3adJtzquV5zzTXpwAMPTLNmzep06I022ihNnjw5DRkypNVv6XgECBAgQIAAgXkKKLDy+oD4IpdXHv0djQKrv4Kt3V+B1VrPVh3Nea9Vko7TLKDA6sfn4Y477kg77LBDdYTVVlst7brrrumNN95IN9xwQ/WzYcOGpQceeCCttNJK/XgXuxIgQIAAAQIEeiegwOqdV7tf7Ytcu4UH9vgKrIH1nt+7KbDmJ7Rgfu+8t2DcS39XBVYfE/7444/TiBEj0jPPPJNGjhyZ7rrrro6i6s4770zbbbdddeTx48enY489to/vYjcCBAgQIECAQO8FFFi9N2vnHr7ItVN34I+twBp483m9owIrrzwao3HeyzOXhX1UCqw+JhiF1ejRo6u9r7vuurTnnnt2OtJBBx2ULrnkkurKrOeffz4ttthifXwnuxEgQIAAAQIEeiegwOqdV7tf7Ytcu4UH9vgKrIH1nt+7KbDmJ7Rgfu+8t2DcS39XBVYfEz7ttNPSSSedlJZddtn0+uuvp6WXXrrTkWJR91GjRlU/e/DBB9Pmm2/ex3eyGwECBAgQIECgdwIKrN55tfvVvsi1W3hgj6/AGljv+b2bAmt+Qgvm9857C8a99HdVYPUx4TFjxqRJkyalrbfeOt17771djhJPJlxxxRWrn0+cODGNHTu2j+9kNwIECBAgQIBA7wQUWL3zaverfZFrt/DAHl+BNbDe83s3Bdb8hBbM7533Fox76e+qwOpjwltttVW6//7702677ZZuvPHGLkeJNbIGDRpU/Tyu1jrxxBP7+E52I0CAAAECBAj0TkCB1Tuvdr/aF7l2Cw/s8RVYA+s9v3dTYM1PaMH83nlvwbiX/q4KrD4mvP7666enn346HXzwwemiiy7q9ijLLbdcmjVrVlVeRYllI0CAAAECpQmM/X/fTy+9/XFp01oo57P6Soumyw9aqhq7AiuvCH2RyyuP/o5GgdVfwdbur8BqrWerjua81ypJx2kWUGD18fMwfPjw6gmERxxxRDrnnHO6PcrQoUPTK6+8ko455ph0xhln9PGd7EaAAAECBPIV8EUur2x8kcsrj8ZofJHLM5e+jsp5r69y7dnPea89rv09qvNefwXt352AAquPn4vGLYTjxo1LEyZM6PYojSuwTjnllHTyySf3+p022WSTXu9jBwIECBAgQIAAAQIECBAgQIBAfwR+/etf92f3tuyrwOoj6z777JOuvfbaua6B9dFHH6XFF1+8OvpZZ52VjjrqqF6/kwKr12R2IECAAAECBAgQIECAAAECBPopoMDqJ2BOux999NFVMbXlllum++67r8vQ3nrrrbTKKqtUP7/66qvTvvvum9PwjYUAAQIECBAgQIAAAQIECBAgsNAIuAKrj1HFuleNq6reeeedtOKKK3Y60nXXXZf23nvv6mexVta6667bx3eyGwECBAgQIECAAAECBAgQIECg3gIKrD7m/9prr6VVV1212nvixIlp7NixnY40ZsyYNGnSpLTaaqull156KS2yyCJ9fCe7ESBAgAABAgQIECBAgAABAgTqLaDA6kf+sYB7lFfLLrtsmjx5ctpiiy3S7Nmz0/jx49MJJ5xQHfn8889Phx12WD/exa4ECBAgQIAAAQIECBAgQIAAgXoLKLD6kf+0adPSpptummbNmlUdZdiwYWnmzJnpzTffrP571KhR6dZbb02DBw/ux7vYlQABAgQIECBAgAABAgQIECBQbwEFVj/zj9sD99tvvzRlypRORzr88MPTqaeempZffvl+voPdCRAgQIAAAQIECBAgQIAAAQL1FlBgtSj/9957Lz355JPV1VZrr7224qpFrg5DgAABAgQIECBAgAABAgQIEFBg+QwQIECAAAECBAgQIECAAAECBAhkLaDAyjoegyNAgAABAgQIECBAgAABAgQIEFBg+QwQIECAAAECBAgQIECAAAECBAhkLaDAyjoegyNAgAABAgQIECBAgAABAgQIEFBg+QwQIECAAAECBAgQIECAAAECBAhkLaDAyjoegyNQb4GZM2emu+++O02fPj2tvPLKabPNNkvDhw9Piy66aJ9hZsyYke677770zDPPpBVXXDFtvvnm6dOf/vQ8j/k///M/6dFHH03/+Z//mWJM8aTRL33pS5422ucU7EiAQAjE+eSqq65KiyyySDr00EPnitKOc2G82dtvv50ef/zx9MQTT6Sll166Or9us802adCgQXMdSzxxOc6FL774YlpttdXSVlttldZcc02BEiBAoNcCjzzySPrf//3fHu23zjrrpD//8z/v9Np2nRt7NCAvIkBggQgosBYIuzclQGB+Atdcc0068MAD06xZszq9dKONNkqTJ09OQ4YMmd8huvz+8ssvT0ceeWSXY8aXsDvuuCONGDGiyz7xRW2//fZLU6dO7fS7ZZddNp177rnp61//eq/HYQcCBAiEwAEHHJB+9KMfVRgff/xxVWTNubXjXBjvccEFF6TDDz+8y/vFOfbKK69M66+/fqffRdkVJdu1117bZZ84zjnnnNOvf1zwiSBAoH4C3Z3z5qYQ58r4+1hja9e5sX4pmDGBhUtAgbVw5WW0BGohEGXSDjvsUM01yqVdd901vfHGG+mGG26ofjZs2LD0wAMPpJVWWqnHHjfeeGPaY489Ol6/2267pT/84Q/p9ttvr34WhdQvfvGLtOGGG3a8Jq78in/xa2xf/vKX03rrrZfuvffe9PDDD1c//vnPf55GjRrV43F4IQECBEIgvnztu+++HRjdFVjtOBfGGx599NHprLPOqt57lVVWSXvvvXd68803O8qpOO9GaR9XqcYWV6HGufHpp5+u/jtKri984QvpueeeS5MmTap+9v3vfz/9wz/8g3AJECDQY4HeFFjXX399x9/j2nVu7PHAvZAAgQUmoMBaYPTemACB7gTiS1xcCRW3+I0cOTLdddddHUXVnXfembbbbrtqt/Hjx6djjz22R4gfffRRddl5XM0VX8zidsDGFVzPPvtsWnfddavjjBs3Lk2YMKHjmDvttFO67bbbqv/+93//9/TXf/3X1Z9jjN/97nfTqaeeWhVfjz32WPrUpz7Vo7F4EQECBF5++eXqCqfmK0znLLDacS4M+eZiPs5pUe43bsu+7rrrqjIrtrPPPru6YjW2M844Ix133HHVn+P/TzvttI7bDG+55Za0yy67VL+76aab0pgxYwRMgACBHgm8++671d+putv+67/+K33+85+vfvWVr3ylOr/E7c2tOjc+9NBDKd4j/lF0iy226NF4vYgAgQUvoMBa8BkYAQECTQJRWI0ePbr6SXyZ2nPPPTv5HHTQQemSSy6piqjnn38+LbbYYvP1iyurvvjFL1avO//889Nhhx3WaZ/GbTxxJcL/+T//p/oyF1d8ffKTn6xeF1cr/Mu//EunfaIUiy+gUbR961vfqm4ntBEgQGB+ArHey/bbb1+V883bnAVWO86F8X5xvorzYJxDY+2r5jVlZs+enT7zmc9UV1rtvPPO6Wc/+1k1xFgbK851ceXVr371qy5rZMWthRdddFH1RXDatGnzI/B7AgQIzFMgrpDfdNNNq3NRrDsaa2WtsMIK1T6tOjcecsgh6eKLL+7yj5eiIUAgbwEFVt75GB2B2gnEv+yfdNJJ1ZVNr7/+erWwcPMWi7o3btl78MEHq0XY57fFrTFRYv3mN7+pyqhlllmm0y5x60tcURXv+c4771Sl2JQpU6rFjGOL2wU32WSTLm8TV4CdeeaZ1V+u4qoGGwECBOYnEGX43/3d31W37sW57ogjjqh2mbPAase58IMPPkhLLbVU9X6xJmB3a/hFiR8FfdyiHeffuH1w8ODB1T7/+q//mr797W93mWIUXXGFRGyvvPJKWnXVVefH4PcECBCYq8DJJ5+cfvCDH1S/j7/3Nf4RMv67VedGBZYPIIGFU0CBtXDmZtQEihWI209iTZWtt966Wmtqzi2eONNYl2XixIlp7Nix/bJ46623qhIs1nKJxUEbCyo3r0/z6quvpr/8y7/s8j7xl6v4S1Zs8cWw8SWvXwOyMwECxQrEFU+f+9znqvnF+ntRmH/1q1+t/nvOAqsd58K4ajUK99jinLfWWmtVV53GrTRR3Mdt22ussUYn/zj/xdVascUC7nvttVeXfJqvco2rI7bddttiMzQxAgTaK/Db3/62upoztijZo2xv3lp1blRgtTdHRyfQLgEFVrtkHZcAgT4JxCPZ77///hSLrMfaLHNu8SWv8Yj3+Fe4E088sdfv8/vf/z79x3/8R/U0w/hCFuvQxNVX8a98G2+8cXW8X/7ylx1Xd8V4ulsf4W//9m/TZZddVr0+bjmMKypsBAgQ6E6g+ZaYeGrfeeedl/7t3/5trgVWO86F8fCLLbfcshpeFFdxi3ac35q3WAMrbqtp/ENBXI21+OKLVy85/fTTO9bCat7nxz/+cdp///2rH8V5O87fNgIECPRFYJ999ul4oERcif+JT3yi02FadW5UYPUlHfsQWPACCqwFn4ERECDQJBDrSsWaBwcffHC1pkp323LLLVeVTlFeRYnV2+3mm2+unmzYvM15O+KMGTM61oaJhY5jEffmrfmqhPh5/Ith8xMLezsmrydAoGyBuPUuFkaPKwviwQ9xe968Cqx2nAvjKV6NK6hiHLGuVZT38V5PPfVUx6Ly8bTVGOMSSyxRhRLFfjz8Ikr6ONfFObixxZpef/VXf1X9Pra53ZpYdrpmR4BAKwSiWG9c8d7d1VfxHn05N8b5bM6npMbyELHERJzXYr2t5u2UU07p+AfNVszLMQgQaJ2AAqt1lo5EgEALBBqLBce6MOecc063Rxw6dGi1zsoxxxxTPR2rt1uUUbEQfHw5i9tdGk8Ci4XYY4H3xhO5Gosdx/Hj9sJYJyv+YhWLicbVV/Hlr7HF0ww9ibC3SXg9gXoIND/yPRZBb3xZmleB1Y5zYSzeHue1xnb88cen+KIW58JY6+qEE06o1rmK7Z/+6Z9S/D625qcTxkLuF1xwQdpggw3Siy++WD0NNv5RoLFdccUVKR6MYSNAgEBvBf75n/+5+rtdbHElfJTjc259OTc2n4N7MqZbb701ffnLX+7JS72GAIEBFlBgDTC4tyNAYN4CjUvDx40blyZMmNDtixtXYMUXr1iD6qyzzkq/+93vurx25ZVX7nbB4eYXxiOco4yKL2ixNa/xEldhxfpYzUVV87577LFHuuGGG6ofxb/iDRkyRLwECBDoJBDnprhiIM4R8cCI5qsAenILYW/OhT/96U+rL33dbccdd1x1fjvwwAOrXzc/ZbDx+rhFO24xjDWx5nyiYPNtPXMeP247jGPHFo+6jzVqbAQIEOiNQJx/1l133Wp9vij5o+zvbuvL3xNj/b843zZvcUVqXDkaa//tu+++nX4X5zT/KNmb9LyWwMAJKLAGzto7ESDQA4HGl6S5rYHVvB5LFFdHHXVU9ZeM+AvPnFtPnw4YV2DFU7Pi/+f8Uvff//3f1VUIcVVB40qteBpOPDY+/rLV+EuPRdx7EK6XEKihQKwNFWtExRbrQzVuy4v//vnPf14V8LHFVUyLLLJIdcVBlOF9ORc21nTpjvmll15KTz75ZNppp52qX8eXuXiPObe4uirW6Irt/fffT0suuWT159mzZ6cLL7ywWgcrroCNLb74xRe9mGNj8XeLuNfwQ27KBFogcM8993Q8AOLKK6/sWFdvzkP35dzY3fCsgdWC0ByCwAIQUGAtAHRvSYDA3AWOPvro6gtdXAVw3333dXlhPDWwsVj61VdfXRVIu+yyS4p/XZtziydsxePdG9t7772XlllmmW7ffPfdd6+uHJhb6RVf3mLdq1jY+M/+7M+qY8QtNrEOVzyh6+WXXxYrAQIEugjErXZTp07tsUycs6JI78u58NRTT01xXuxui4dUxDksbgGMLQqzOHfOuTWvkzW3K0vffvvtqsBvXHUaC8HHVRGxvfDCC12eZNjjyXshAQK1FWiU/bEuXzwYZ6mllurWoi/nxu4OpMCq7UfNxBdyAQXWQh6g4RMoTSDWvYqrqmKLR8w3noTVmGfzWixxa19cbj6/LdZ0+c53vlMtVhzHjMfFz7mNHj26Wg+rcdl6FFZxdUQ8ASfKtCjD5twaC4nObaHR+Y3L7wkQKF8gHhgRCwh3t8UTURtXdkYRHtuPfvSjFFd5tuNc2PwPAFF2/f3f/32XYcU/IMQXxOZiPm6zicXbY/3B7p7I2ligPv5xIb542ggQINAbgSjEV1hhhep8OK+H+MQxW3VuVGD1JiGvJZCPgAIrnyyMhACBlNJrr71W3c4X28SJE9PYsWM7ucTaKpMmTaq+XMUtMXHLzfy2uLIqrrCKrXF1Q/M+06ZNS5/+9KerH0XRFYuIxpO1ojyLv0zFAu7xpbJ5a77UPdbBahx/fmPxewIECDQE5rUGVjvOhfG+UajF1VexxlU8hav5iYJxi3ZcMRZPgm0u5hu37MR5d/r06Z1ug4x/FFhzzTWrc+W8Hr4hdQIECMxNoPnvYXGrcpRLc9tadW5UYPk8Elg4BRRYC2duRk2gaIFYtDjKq7hiavLkydW/+McVUePHj6+ekhVbPE0rnhjYk23mzJkpnlrTeFxyHHv77bdPiy++eLUmTHw5iy9sscX/jxgxovpzYxzx59tvvz3FVVqDBg1KDzzwQNpxxx2rL2yxBkxcXdF4cmFPxuM1BAgQCIF5FVjN56BWnQvjmLEw8mabbVYFELcq/vCHP0zxwIsPP/ywuvr14osvrn7X/BSuKPAbTxY87bTTqtctvfTS1S2JUYjFFVqxxdpYjX+AkDABAgR6KnDNNdd0rCka/0D4hS98YZ67tuLvibH0Q1yVGue/1VdfvadD9ToCBBawgAJrAQfg7QkQ6CoQ/xIXt/I1bq2JKwWihIoCKrZRo0ZVX64GDx7cY77mK6Zip/hCGLfDNIqr+Nnll19eXXXQ2OLLWZRZjXE01t5qjCOOEU/8ahRePR6MFxIgQKAHBVY7zoUBf+yxx6YzzzyzI4Mo4mMdwca57uyzz05HHnlkx+/jyqw4706ZMqXjZ3Febn5Ca/MTXIVLgACB3gg0lnqIfWLphk984hPz3L1d58bejNlrCRBYMAIKrAXj7l0JEJiPQNweGLfuNX9hil3i6Vixdsvyyy/fa8O4SiCu2opHxDdvUZZddNFFaeONN+5yzKeeeqq6LSbWx2re4slbcSXCOuus0+tx2IEAAQIh0HzVQawB090t0e04F8Z7x2LtsXZV44mC8bNY4D1u2248hbA5pVi4/aSTTuq4Qqvxuzh/xpMJo+D3yEdxAAAEgElEQVSyESBAoC8CsR7fP/7jP1b/uPjuu+/26BDtOjf26M29iACBBSagwFpg9N6YAIGeCMSTA+M2v7jaKp4Q2Jfias73iS9isSBx3PYXtxb25JixMHFcoRC3HcY45lxcvidz8RoCBAj0VaAd58IYS9xCE1czxLmw8VTBeY0xvlzGOljvv/9+tfbVX/zFX/RoLcK+ztt+BAgQmJdAu86N1AkQyFNAgZVnLkZFgAABAgQIECBAgAABAgQIECDw/wkosHwUCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAgosHwGCBAgQIAAAQIECBAgQIAAAQIEshZQYGUdj8ERIECAAAECBAgQIECAAAECBAj8X88+p6URsQtOAAAAAElFTkSuQmCC)
The second chart is relative deaths per 1M pop by age group, setting 70+ death per 1M population to 100 to compare the age group difference relatively as most of 70+ in Israel or Italy have not been BCG vaccinated.
![](data:image/png;base64,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)
And the third chart is the one setting not only 70+=100 in both countries but also all age groups in the Italy =100. You can see a 40% drop in 40-69 Israeli! Only 40-69 Israeli are mostly BCG vaccinated in this analysis.
![](data:image/png;base64,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)
By analyzing the Israel situation comparing with Italy, the BCG hypothesis is validated one more.
BTW, ultra-Orthodox Jews are anti-vaccination. Their communities have experienced huge spikes of COVID-19 in Israel or New York, such as 38% of Bnei Brak’s roughly 200,000 mostly ultra-Orthodox inhabitants could be infected, significantly higher than the national average.
Calls to seal off ultra-Orthodox areas add to Israel's virus tensions
https://www.theguardian.com/world/2020/apr/06/calls-to-seal-off-ultra-orthodox-areas-adds-tension-to-israels-virus-response
Ultra-Orthodox Jews make up 12% of Israel’s nine million citizens but the two large ultra-Orthodox bastions account for 37% of Israel’s virus deaths.
Two ultra-Orthodox bastions account for 37% of Israel’s virus deaths
https://www.timesofisrael.com/two-ultra-orthodox-bastions-account-for-37-of-israels-virus-deaths/
Then, there could be a cheap conspiracy theory that the authors of the paper are anti-vaccination and/or ultra-Orthodox Jews.
Sources (all accessed on 14 May):
https://en.wikipedia.org/wiki/COVID-19_pandemic_in_Italy#By_gender_and_age
https://www.science.co.il/medical/coronavirus/Death-statistics.php
https://www.populationpyramid.net/
SARS-CoV-2 Rates in BCG-Vaccinated and Unvaccinated Young Adults
https://jamanetwork.com/journals/jama/fullarticle/2766182
There are two disappointing points in this paper.
- This paper doesn't use deaths but cases, which is heavily dependent on testing policy and accuracy.
- This paper compares those born between 1979 and 1981 and those born between 1983 and 1985. Surprisingly small cohort or I would say what a cherry-picking!
This paper says "Overall, the vaccine acceptance rate in Israel is high, with greater than 90% coverage.", but the actual BCG vaccination coverage ratio is 68-75% from 1980 to 1982 according to https://apps.who.int/gho/data/node.main.A830?lang=en.
![](https://i.gyazo.com/a8f120d6a2a18548534b0a3bcb7dc2c0.png)
I do not think this paper worth reviewing because of the above two points, but let me analyze the situation in Israel to test the BCG hypothesis using the death tolls.
This paper states the BCG vaccine was routinely administered to all newborns in Israel as part of the national immunization program between 1955 and 1982.
-> Most of 38 to 65 years old Israel people were BCG vaccinated.
I categorize the age groups into 0-39 (non-BCG), 40-69 (mostly BCG), 70+ (non-BCG), and compare Israel with Italy where BCG vaccination has never been compulsory as I did for Spain and Portugal.
Firstly, the below chart is deaths per 1M population by the age group. You can see big differences between Italy and Israel in all age groups.
The second chart is relative deaths per 1M pop by age group, setting 70+ death per 1M population to 100 to compare the age group difference relatively as most of 70+ in Israel or Italy have not been BCG vaccinated.
And the third chart is the one setting not only 70+=100 in both countries but also all age groups in the Italy =100. You can see a 40% drop in 40-69 Israeli! Only 40-69 Israeli are mostly BCG vaccinated in this analysis.
By analyzing the Israel situation comparing with Italy, the BCG hypothesis is validated one more.
BTW, ultra-Orthodox Jews are anti-vaccination. Their communities have experienced huge spikes of COVID-19 in Israel or New York, such as 38% of Bnei Brak’s roughly 200,000 mostly ultra-Orthodox inhabitants could be infected, significantly higher than the national average.
Calls to seal off ultra-Orthodox areas add to Israel's virus tensions
https://www.theguardian.com/world/2020/apr/06/calls-to-seal-off-ultra-orthodox-areas-adds-tension-to-israels-virus-response
Ultra-Orthodox Jews make up 12% of Israel’s nine million citizens but the two large ultra-Orthodox bastions account for 37% of Israel’s virus deaths.
Two ultra-Orthodox bastions account for 37% of Israel’s virus deaths
https://www.timesofisrael.com/two-ultra-orthodox-bastions-account-for-37-of-israels-virus-deaths/
Then, there could be a cheap conspiracy theory that the authors of the paper are anti-vaccination and/or ultra-Orthodox Jews.
Sources (all accessed on 14 May):
https://en.wikipedia.org/wiki/COVID-19_pandemic_in_Italy#By_gender_and_age
https://www.science.co.il/medical/coronavirus/Death-statistics.php
https://www.populationpyramid.net/
To me, this research doesn't seem related to the main thesis, which is, that BCG vaccination helps the innate immune system and thus helps stop the SPREAD of covid-19. The point is that individuals born in 1980 and 1985 mix on the streets and everywhere, and the net effect in Israel is that certain percentage of overall population is vaccinated. We should see a tendency that total number of infections would be skewed towards those not vaccinated (b. after 1982.) The problem is only people who are already confirmed sick are included. Once you're sick enough to get tested, maybe you're one of the unlucky ones for whom the vaccine personally didn't work (although, maybe it helped you stop spreading it to others faster.) Another difficuly in Israel is a big number of immigrants from Eastern Europe, where vaccination is still administered, but there are different strains used... A better way would be maybe to analyze households of people vaccinated vs. not vaccinated and see if there are higher % of symptom-free family members in vaccinated families. Looking only at ultra-orthodox people won't help, they are anti-vaccination but they also keep going to group prayers from what I've heard, so better to exclude them from this study altogether. That's just my two cents, and I'm not a medical professional (I'm math+engineering.)
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