illumina.html

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<meta name="author" content="Mark Dunning; mark dot dunning at cruk.cam.ac.uk, Oscar Rueda; oscar dot rueda at cruk.cam.ac.uk" />


<title>Illumina</title>

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oPEio8DsNzZQqgUMoq0%2BNMALrygrOlErJohXvIJ%2F0IqziZok6OuApG2eoGAEFsTc6yWf9eRcklYZRO3PkA%2BW8aN5ME8aLNC3Kdwtm64WyqytOEW1WQIg6bOFHAs1ovo3OfCvvZASxBcxg2SRCRTTJDBKajFH0LL1kSBroe6L9xvVxMCIFS7Zo6y4ZOEIkAI9QtGVIKKBlCvUUEq2S8FiR7VkJGbvBFaS6UzQV%2BayV6NKw62tbJbEjkJ7AMC17DK399DZr%2FtE5sUtaAPwaHNj9VCoVB4VAG0iNI9IjDo0mr97FWjYeDRSr3pstZTVZ6nj5Vp3IbssG3g0r9E2eSmHY97LYobIHPnEGkKDJP15WPWtwMgS8HeLd6NEnP4mIFlRJB4zLeDeoBElpUNRIQMzLbRQsGLj3DZhQytDQPLAUE9JWHiLKAJxVTOJNZsObEiutLqwox%2BM51t7vJQhBeQm2i5bTa4D8qIUjqI1sL9G6Vha6U6IPUabeCUMIufG%2F%2F6USyxymXNlfnVinkNvKZGUjz0EWKIgZEC4WkUEr%2BgP%2BFpkIPUVM%2BQEJPxFxKDlpBEeiUSaTgCm4sEfRnBxu0eF%2FLgLp0IFHMEt8aZrsQzTF3wRw8TdpzHNGMZrHHa6nU8KCQppWBVpJ8b2Xjq278mtoTfrgfAMSAm3cYEcDw%2BzcSsXTaUyd2PH6DCU0DdBiauxpsyoKlAh9IUAzS32X%2F0d3x7h4gL36Q5sC4YzkbttmSwhenP5pxxrBEEcoAohUGB1jHGtB2%2BI0FEcCM2y8EY1e2NPXJS7wp7APp46lC7gSit7FEFQCIDnNX%2F196lJs%2BgXTyJrXAze%2FQ%2B9GEFC7p5W7W5FEooh5QlO01B1OcYDH4VTmRSO8fHPjRo4FkT9GrnUZw9pXnDplu0YFyOaAsLOkxdsu2gfYJ%2BDzBNihSUutbDbDy7VKS3KwwUTChYQkWCmldyS%2Fy05EvDGbLbpkDfbbHNGEhTSiaAEDmoKTERX3pEuKYJT%2FlNS4IawkdDACC5Jk4hgNa2EGV8yblsXoSHDrqHDJs4JDXLLA67oCyia7LABDzBMInY5gnZCpFuyyuaWXjKHRgy409j2wNaI1bGlosUnhaB5iqHHZf2%2BbDPpsIwoahsWRL69BhhyPHQBUNCyBR%2BUJzMOBRMxTVhNsS0%2B1n5kboqmNZcC%2Bt6HYVscRaBeox%2Fvv3%2FxwdoUoRvs6CamykRGihd8HTNaL%2BxRuoo3QVZvFT7xS9opWLiNbQRti9PXbNg0J5WDsxaNesdmkYOcwpiqsURuor%2BS8hhgWniGGll%2BtD55enFSsyATy9MonNXUJV5Q7eAouzR%2FP4HlA5YWBYYjm6NDAEk%2Bx9On0MGm65%2FEm1GKndnRp4cv%2FjFAdM7hnXsaXnGKAeK4aE%2F6BhOq1%2FAWmgCMQ4zC8G0wBzhuMSeeVhgAl0jpwicoR64K%2BBYlYbWz0gTGAGtI3puhx3F5%2F5QKXradYFuhJPYWq3ITCUUNLpugdVBegedngCO%2FDN5mJBWzGEL932jL1YntvCgzzLeR0WczKl0J4g8Gcbo6p5LOslpYBw4kE3ZDMiHPjBGyAUjkrWXqYTrl7gRUwex0zKVekIhoI0dsFRDtQxsLctjOlRs5Y2gYpQeBORQFR4C3hXh8EnZUzuloqFLFATXzpzv6k5XoHB3fZLNUiPV5DvAfroLwH8tYhkcOxWnHqePfQulM0DCPTadXa%2FTpoHYkh9BeeAwpmi9Kbo%2Fm88ob17pFzKP2lJpfWxbyD3PccS041A0MQWUqNDHOPOFt57Q6TiHQEKJQsI4v1JqcD7Q3orOdsLvExRQwS0nlUtV%2FpQbx0wSlrRSneWAQ%2FJhPaT6rMvIcid93ahrnKe34YxGA3D30BI2lEiLGh5iAUkBLBoXRshvpjGJGLzGcvonIqzVubgEJv4mbEl7JggQUWb6AYaQMmGUXEwIjylByVLbgcEbUQL5RFiRkX%2FbOhzb9XavzmFpR0cOdx3etgoaCPbiL5gR8o0wJNdPMCYcmyP0SDmmsW8o0O%2Fy5HNRxqz3IhmaxvIT%2FxpN8Pj%2Bx4i%2FGawfTOod%2BpvHN9BMNQUKG555l7yAKsma4r8JwVm6gxqBECXHA3e%2BdCsONR41WrcokynYzYqB0xlCdg9Nu%2FVL4rgwOiTVy8K70TghEjAOHeFBYvGwmkrDIzlwQsyBsr3K%2FEBFKO8UQ6J1hU%2FYGFA8fGgTnBoNnAmZc%2B9S%2BXnpbpJ4QKgdip6TZnI6woSQaYgxGpdaxxSuQkxu0avCBOSwchx0SS0x5HgR6iz9AkbeoDFTnGInFfbnMUP%2B8p3uSQu2CVkHxeVeEMICXKlVDsj89UY7AfyMvxTyws7ilT3y4zYSLVToLb1IwDJHJ804mZKVSKgSOa0mHCQrjWQLaz9LrCiISicIHspx5moJ%2F3Ng4rjU8aMqTDl5gjJAFgAMupkEoWEalYEtHh8CvvMqUP0Ra4v6BRr%2BdgNXFRLo%2BjKWRhaP4x63qqfsnw%2B%2FlDAo2doOxQP7GwahE%2BiZ2OX2l5DodFT8bGiL0YglcRmgDoYIEaRBLqdbj7HFD8xfZz45H2Tg6upN9XjuGCxtdxuVuRjssowtewrBo9gBM3T7d77hNjF9rd8QTMjwGLx3oWax6aa17t0I2gcG6kcQgw%2FphwfsB4gsCGgMGZU8P%2BORAg4iQDmTP9XqByg%2BjtRqWtpaHjiHSL8CNah084UP6Rfjx8GU2eaRw4mH%2BA9Ad42DummqhAj0%2FeMNS3V8lEHUSc1ntW779KspgJUBtJQEpS59ODiBRghAyioIrf%2FKoPh0eAJWqxh%2BSurG%2F5xVdzZBLgKEiYy4izBuKhCRIhfoADEt%2FB%2BirTWSOZVkcfzWBbA%2FAO817phMFhWQnvTwzjirEna6JgrjgHyk%2B8nWk0k06KkkSOOryl2OrOta3U1Vai9SLWxcE3cY161P64wA5VUgBExRGc8qtWCkEHIJfWtybVbTm%2BhrXnbVSsP4ucJTC9onJ8N4r9lRaV%2Fc4a2SZKmPNCgEUW7LDBXhvFxUvZYtnIuGD61WQtIrDXUc13hksUbImFeHrIBgvnG4ogmKBk5CClzY5DWqCCMzdrHBGSSOTyO%2BE8inLMGSApQqKJB3XKm%2F%2FMFoO17KuwfwqcaqjAyaJ5JOWW1Myr%2Fs7ZQiw%2FPqVAMH%2BlK6DYqjGUMcAXnVxy6z6CDl6j5mDa5EG4j8C6pr0hKyRNnoiR1vl9DWOfC2%2BM4v44bO3onXro%2BNlz00ZlGV2ICJ5CcCazVCJHIETBqVFhGT7KSBdNDv5ILpSacSTL0S6fX%2FP1CEIT5NZgcwpI0rkV7LqiHRoLUAPjXEqCZ5mLntX5JkkUEelCsU2tXCMZ6cZivQI6hYQNbXl4nc1sSNtBUTkQ8Y442KxRe7Uy5yOzB%2BUlA3MhvFmXweJJj%2F%2BG%2BqwJFWFLNYp0JhzD%2B4sl4JYn6a%2FvShCCo8hchMfrswjZgUqiToKfoOGaHdIAnKE%2BiEedBkyLwMSoNVX83TJERFy8PLMpBjsXtBITuS9lpPCTVl%2Fvs2Aqzlzwnj7lpl6VX%2FQ74tWqUSzaKziwue1phr9BpcZjNc%2FGXuJUq15TMDnCsJS0X2wAtW5JQA5MaTyUH4cDRif3MDxZx3Se89P4WSIvEEeLjToJbXf%2FrRhBMtRevJxuf%2Fs8EK4woZOFli3yTq3xqjBjrlierqgmUpFA15HFkeUOuLDjuhzLDjAGKK6WThTynzd%2FtCQWU3Nzd8%2Fa0q%2FxwZYn%2FUPEHU6lsdG%2Fn8gN%2BYACURCU%2BW%2FldrXpdUK7WxhgWmNd%2BLDoQFCU0sFyHn3KqFz%2BIg9e2C5oe9EOi7KdTBxPE1k4k5tkX%2FoZzSih8DJDFd%2BrITKNSsAAGtscSW9VDasqkEamMzeUOhRqRRAj9lc%2B7An2YOdL46GdcOLAsgYaFsR9hs0ToUzZ9rFRLG1%2F7eYLz1l5ijumbe1druwaHNFzZjtwt%2Bn7paZaMZu2EIx%2BlxX%2F2SBrWJQQM0wmE19eWrGPIVMeAzVWWRp76m1skeqzaBBZ6So4eD8Gpv31bn%2BnO4WG%2FOg%2FB7xQu9kpA3eZL3w9cwzrZfMmbUSk5OiF3Qx7bQYhL0VoUQQP3Hmps1bBJDQU0qAJpWwnb4iFOMBthzwP81ilVnh1bIuk0C9Xe%2B1kSK%2FK%2FMYOh7vIa7ghqGEKzCiHrehs3cA1pzgec5NpLDtCqMPp1GVECA4QZKiZX0hQ%2FGqjOhhObmpH0vwx0WHctTrmGC84Ub6BOQVdXIqoxqMVNhQjd%2B0CYMRk1zp6%2FPnIOsW7k%2BhQEruSB7%2BDEGv1lziYEEwur9gsigQBG8EJ3zeigdA74WvD0h2IbdNzPw3okAFsdmi3qKH41lxijDPDtvZcEzXwUnRNn4WpCP3vPNHhO8czUiYjRn6GRIQ4SymW9MhjUu%2FjbWOhOqNeh9OSRNh1EaFZcalxYnJMLCpTlEDttzYxhNCcZ86PUpbEkFmkU5HRiAF9AahZ8jQ769NUzJGkq9YLj9HWZLEK%2BIryXyPLZHAAHsBSe5moWq2RRQT655EACRYKQ1AR2mNQU6hNdrqLyfpSeJ5PrccWf3dXVxmIidWyyIkCm1v1oFYgyGcXwrCRPXPMLYHRFvGVuYyAUhzgYntJmDhE4VCNKoSxWlSFiFuMGumZHJnCJyAdT%2BHcgUhIEJZgWOjmy%2FZWisKRYo4JjuPntQGSxlJg3XJ5DBsFM3kGGQjqECyjqYFW6ccOkCDy3EhUt6taBIaHclyblt3Xxs353KjciddJC7gI4cZaPj4zBxOVNfei9MW9cLUHspngSFFni3AL7sLsbqo3totPWMf0yD2bdWKWuK2a4eF5jKcYCZyvORgcHeETtqeqhAYtIyiFGAYJQMOX4VJzPjyDKiavWJRtjWCnaTUdPR6FRkTfFAARc%2B3Ln3oFDETvxxiaDT3roIpaWwEEjRlhjvs9ZKiU2o1HJOMuVRFAA5fWzMgAqSKDaSLNQcQZbaFzsgKxXWIvjaOqsoiS0kA1bx2TN4NrJBVMJcmRWNIqrjepyobiDa9yXYKmJvgQWZhEBvF8wEx0pMQqCzcf9JemmcVMROHpvzARvqDrI5WOXmah0Zkh%2B6PIozOYm78ieRAJObTPxSCLuwQiRlWaLSxJ5hgIIrjsEUKPWMqRFuMgh1FsNDFw5jPGKPTWzyiSEIS6IPweoS55G9SZZ6wcpW%2BHYMSkoSETssJ3QQM9bQRo1JdCQdS1np6F5WR9wujL48y6xB4M6Y7FMnX7f22J6F5gyYVK0QlgEQxVXFUuC964aXqqhT5cX8XaZv5hVzeTU7bSoy40QuTOUjLVShZVi5iWJMAbFhku4I5QyO1x0Pm%2BcTesk5XsjnzwoAIsmXCFbWyIZQuawuVuXuR8DK92lWJDrNrbFtNbCj5sTTCx7e2Wb0UydtbZ%2F0CSIT7OnVIY0fRntwN3jNOdh7nGpmmq9CbBm1uLafMptryjPHHp7tKZEuAL7OjXHySRjUkXydXE%2BSrNxA2Um5Al8Dh3EZC5V4SFynxsMTKCAIMqEqNKzuJCQM3tvVBjRfT7xHSuCO72a6pSo2wn8%2FaXBmKI9sW2BccnPF8aML8%2Bohhb7ciWy%2Fxch7McUey2CPGCyVKaKDX8%2BSBNgqZqMLbCgZ4NPkIF6NfeH7gtElIrOqbudNqU8yyyewVZneKXuzObCUxU5b2tecTa7Jn7SE6UlSYMTkMfCs3Q7fVCaqK5k6pf%2F2wW%2F%2FosIJEgW3skUNgQHyb%2BsAi4ECMNcyjicIITuXGyXkkRIXyN50Jg3r1FpMmaQSUl9pGxnNMp8jf24vS5eX%2FyJYlMUISy9e6JooaPn7fiuG4QEscaDgCZpra85ygZUcJInLV6C314YPJdG2UL6qljb1QV1ZhrNcFecs0j2qb5gvkKHOFxHphwdBgEJc3y8qihwdZCQpJ62h1voTUccffiDJEzkU8jbXRvLFdPbcmVBUhArEuTKQFe570IglefLJ30dWmVAtx23vIGmF7N6auVNpZUQVHNmAlGgjNet51laJgLQSpfZyxBEqLwoCEGlF6ISp0NUmhUHT5a12%2FZElPE5UGO9AVnKpae3D5llVvXAHK0FIH3uE8AXFPF%2FSwx3OdCN6aViMIxEVcqv1UsLJo03R0grVOHRogBCiYVrK%2FqFBPmGrDyXLgr6DxBMSKnf1uSBgiRjCiwL1QoM981XHZnusKIVJ405xXwx6aBUuM2YXS0jaCPwaC2Zdp07J8gxM1KnpWMqNkRCfPaYTelLbBmd97YeNAOFaFOlV29YQn0qIInmIeMFxikX4U1pEusNYtOX6tKZKkgVONLhIF9ZPpxNWGA5fslgv82Lx49LF6FltT3Qp7q4Rcu4hKczn2m1GTA4unFBAkDCqY%2BD5s2dyVIfDeGeBgwDnPbGYXQqwM0E%2FBCl69QtVYbUwkQZAtSB618VkAzCPAs93Ip9qWnBMX%2BRUX0PFxCACZQwpfvNvAMGrD69RE6JSyNNOvRD8v3gzw46n8oB8mFQiYiwgidAyJgrfY1SaNrL5QDEjIIgYLECALRSK49wPmSO8jZLnesJ8oFZjWJyTrfBrNRCeOMoaVxOojhX6WVAhhJ6dvBPZ4AbMXC37YPHBFKUgA7t8mCk8U07mFgWg3wbOZDgsEZBOC%2FApoLJL8CzpXhZuoEh0ntzsvrUPhE40%2BUUkCAm26DxGMecbxuJ%2BpPJct9BZL6lVcWLmHps6SSRwqmRJeypwrd3vNnIawZkqBn%2BumMrwB%2Fc%2F%2BIAx3X3Ehjr%2FzJIVUK8Luxlv5IeNoBQPnIhvJDZfGo8KIpLh8O4iRusiuQOtytJ61yCvQUGFmCxEEliRlQmkN5wrVLkx3CUrlDG3ABe14lLsoysj9hXY%2FTJpUb3tCvpw8Ez7Wb20lfIScq%2F6wGFIrBkgzjtNLBoYqAgJoKvDHcdkTRNbmMKP7Fha6v0z1qPmfqQzKW%2Bi9g0kSWn1vQuqaJyaTAX7hrJwJgfaPjJvb6wXroHZRAD5NH2E2KaWtBw9TGd9mIea9%2BPrxlBpyjnQhg6rLogT7414uB8V19PPcBZUhnNx%2Fhr1%2BtX%2F1jKG4nnHv2EtR3VOjo9oWEibOHX8508Tra1pFg4lnAwoQ2u2JcsDi7diOc%2Fuhvd8qexCvYgoI6m9VYAg7Vl0PRXiuCdgHdKDIIHG0j73u07ULaOJJ60Y178Lsgtd7zYdOUGlMCYhR2Uhyglt3KUjPCpM8MKjVS6OgTHgqD1SSQ%2BqhzInvSk8VzFP1cI8vLxtdDvH35uPzMi4mQtJCrVUqhBWbQRke9Sjt9laOS7Y9YqUkXldpaAoofKmUNsx0D7eYLc%2BspsKbO71qdmmaGglAJjo4kj6XlnIWS1hQZORC%2Fh4i%2FCdcbaFFuxb0AYMJ7EdQExeIHEdPRtCxVECvtxHzbEyldDvie9cGKwImUuI0xEL9W%2B7FhefRJ05ePV427NJDYmhOCwBDNBP5LrIiblD6aw7pSeWFA%2FlDoWYMm%2BZEcF16VDdA3ALq7hDBlLUzNTL9AoVyczpCwb7xHucfK6T64W0AnDzYLg0HYWadOMPdoP%2FlliqiAlAWP4rio6stY02elA%2FLOPBnEr6rsAqtMRsS2g6HJtNANGwpxTdZEP5Xt5mE2gPs7dE0gyQv%2BFdd8QTBEqmAeMHtNnjBtKvg7KmIZCj9303GT9mWQXZxolBupTHIhJT%2B0WN7uu1FbRp6NnSRDIj1aXRJD25s%2FAD5%2FIc2OQ0iDp7%2F3Dbv3Oa8McFBhXrPpAKzhrFANFpcnLmEVTXjq0MO5sJAPVxFbMh93VfD%2FDppG4mBzXSgVfXJeWNNxoKF8QTwcQFXwQPB7QLE2PENdF%2F4vDL9zn0ZgQ1i6Nyr35KAwetsESlUtEENQbCFOeUFb9lg4Q%2FW5lUNo2fsscGbWY4T6pynpP0Krl%2BJFEfY%2BGGHI3aj8aBO0K%2FndAEPa5FX51Niq7CEOhoB2hSpGAgBT5%2BuzxAMzSuVEeQmZIbYew4tM4UsHYdZtT%2F9ibeR1u6rlX6lBQlSBT6LQ9YUEAgmAxLkAKQL9PSm%2F3NQF4w7ZvdqRqMJ5DYZh3j3I1rDmyXyti0llyZjkLnoPtHHwZd%2BfwWVz9ztMTMCFjpKBVWAdcYhRV6wY0kRv47nqddzEhQvXsqNstE6GNiLTd8iliAfI5vfm2KjfTQwbxz2uFzaUL0A9VKWzB7VrWS0QvlqVw9VCXOB6RDSgbNtW05PB7pEz%2FHZkv%2BXQTUD8mSQ3mJk%2FEUe3%2F2ixiuDVAOBfyIscXixo%2Frh7BHtl5KSBigokAOClzsk5pj5X5S9GLKgu5AbQNotZBWU5zoIzScHQKjeFNr0MiX0Mp%2BlHmHKuaDcfU2H%2F%2FhJmeXl1nPE8E%2Fk8ULZ%2FCLYtwJWG4CHI8h5ySfOAFbkRVFJyi0KYkQ%2FfhDAjciw08ETminGEMzG%2FwOERVW0AEslZEl4sfr5AYRKGVSMzkDSQ%2FnhkipQ8y8EF9ZRGKCOxRzfpNMubhc%2Bs9lZBHqNegMaRLozjP%2Bg8CUsaVzp5Wd0ZI5SaeSdNAD1HIc0vTPw7SLi4Jpa1gGgtEY865KzsFCn6I1RvKT3r6BVdYGsBPWdVzeLfbxKi8BVQVzd9f83goEpezGYiAXT8S%2FpW37TxnZ6f%2Bog248Vvj9otMMAmzAfvCpPYmXIx6ZAKAwBH737j2KJpWyuPMnFIBfqRrEBYiTiWVjvdx5T7k0dwFjgjLrLVm28m%2FXLNfjkSOzkoh3hangxcOjvxzVDIGSxYBxI9ak%2BDsrVTPAlMWZD7OThbuxdkWjCtGwtH4QzQdpmaBsHV8Yrg1iAK64TC2WMbQJAFFciwJFPSRQ86OtUrnPSODgRE%2FhD4qWAHDlWBDy1KPUCEbpodyyU4TnaIFzU%2BtJJAes10UhzVTNE6fGDGUN33wCgAZYoIz44wHk6fDO7wGbAEwmcVQg1HGGByFjYGdwJD1joA5AM8olCJ1LlTUGB%2FkhlrmbJbCbD4Uj0GZTy06zCTjOeVkJKZzqk0nE4%2B3RmlgDHpJwCwwZKOl8SEEH%2B8TQK7R6TiIPAy%2F5M08zWqjpXg4KWF%2FMNQpvipZJ4KZfGsivxCXyinAY16NjMD%2Bkgtfc8pGpAgSyN27l%2BuW3OjjOCnldBAJLpzjAYdBoh3b0yuYkLj7c6iwxR9NHW9WBeGVYjvaTEHVq2t96HA16vtKz3ZgtNuJgpjnNZRGEjbmQuiQEBJ2BdgHxFDqf0F1dQJcS4sIvDHlCASh65anDjgr07Qa98i8Jb1rAbSdOOz0cM9wlKXm7ugzOMTmi8EbeTBIoHrudZ9RSwEtADDsgyFwnxyfzXecDzLGFMmkRrGWCdnWVnSMMcc4cl7NaF%2Bt%2BgTHgy9s1SV05LLaw7YYgNxNKt2kpiEgpahsRp%2F0tarSWdfS3AdWYIAnrT68WTwX1vtPgL7EMcIzmOpOxL7oZh%2BcoizveUkJVmjedZZlkwkno1E7%2BjVJIoz8APlgweTgHUL%2FGciPnYgtfrq4TtxE4adiNQ2ZgyJHWYWmrMlW6ebFkPaAUwzKsAhoGXxXGRGKFObHKQOqFOnGgkyLajFNwhUa4fqva2yI2DlREZ6p0CNOGwR4XCrS4K3SH8pDQGvZIaDcMPtJUoLRM0owJ0iT9QcdRK5IRIIpAOzsUotf3TbAVvbQH8n5voA6kUzw6LqVnwPkmnYxgJLYiQ7hQYlEsYL4k5GCZvd58ypvZfwO5t1fXMTj11hE8GuAZhX78JMPsK%2FJ0yQqDPk4Z%2BJbbXS1tia0EBwCjgWUJsUI18clQ%2FL%2FH39pOY3jRcZFFfW7bC5v98f%2FwQjY4osg1CYvJfYmKVWbiPLEpDvlTEGLjUbCmh74cUqKtsVVr9hspTEdTKrKSRjqUHkhwgyUQeNizUsUp3cLmGnOoxPIuzYDGHFJxwclXasrQR5Pp4%2FX9adXL0zyaNRcp5govE%2FKIiLMyYKgb3rKpuxbm7t8U7GiR8qcIvzarYOuIr0z8D1QgHRWmwQj1jMXJlqpuDBiVUQD80Fnr7quJElyEAs47dXRoms8yEtA2VxNaYbJmUQ%2BlsKhyYLlk2q0QMXQSsMctgTGOka0GYae3AxbsfNKwpf8YnyAYZzDx20P8xvD5aQ4OkVtbj%2FxeO9gPGmBGT3BiXsWroQWXXm7Mw8XnUAttSlNyNEsqWLOLy5MJLmMa9m7Abm0SuOJF9RWA8VDp5xMP%2FI6LaAKUmkqt6%2Fxs1XyWrgcDo5hjmvshCSHhWpwCludJPk5i4bpUhqFw%2BRmK4VAI0O11JGtbQ64l%2By0LUdW7GarSUUwP47kW2CYDEdvsA%2FTXw0I4OPf2SvJ0FKjn7aZxxwVp2xjhpWMTDxaZMkiOxaFFLydXq16fefH2qVJybgXVpioGcKFhS4AjNTEa5T37zLo22Qv1apFD5qUjB9w8yA0vSc2RMiA7xIsRIGBTWOjHH9SZlK6QJGru7w%2Bq2GoC22fzSVxkr%2BWlT9rAABqi3RiLzDxns68PSEUIxqrqFw8oMUhIeL%2BSdTHAvw8M5C0b29DIIfScMQS0TKwvPEq3kAQvxMTC0D%2B7tnB7QNRliGiWl0NuVnIUY7QMwRkP%2FgVT2WDBX08%2BWLDc%2BiW0mz2CZ3IAvWqesMkIe3lWqMvUDL5Q33McSklm9U0P9SHgPGGVlX40diyUBp%2BpfWi%2Fh9sKTOvCRCj%2BeFIWvUXobOyAxrHlhKFGhOiw1vyKUiNMgN3k9No1jfVEpQEU35laY1OWX0u%2BF%2F3AcQq9opTw0RwEyxVosGLDgIkSdn7hs%2BIHrv2jR%2BJUh2kADlTtyX8HxtYxLUhMLj3%2FFpJAhfxzoRspqTIQicEOQtI1iv4n0xi9GiED3BLS%2BriXyEyU1v6KfcGAWCaq%2FgQ5kImR6wna1UoP6KtpT9XLI4EebxCRQriHsHkCOgDlZM8hJEHcCfGIERpbdeZFFHtE3lBjH2cIQ5p7TNVfRTwBkflxGhmddY2YfZbMF0bFv76YdpbH3dxSKmVVsblZW2xdvOxqSIQqbw536IFhJKhELagVlMG3LQqHU43e%2BRZjx4BJExsLcLX1oShyJFvhFevBTFOUF3Exw2yNBWwMCW5QA%2B7UmPhwM7AMOXRddPg6OxuaNAmiDYRKlcHo4FwUeta%2FLSOUyYddHQi3OFkb4z35KYG%2BxJAOZ8LTMyJ%2FCgARNXgZ%2FC%2BfKy8W7VwKPzhRpDnIMS0ClN6sPMpa421GfuLwApsG0C4FpdCsaLM0NtsctgKVSkeql94%2BXUmITqdGBajY4m4NmDFEk2HiFjYtNLmZSxNY1QM4KakEvIQIFts%2BOJ0QCRKvhCmQcfRAjN4VmYgb58CBUMiSUpcyuEfRFZS0SThDQPO4aFcJiNJUvlFdO0s8RaeSdpOSHscV%2BJAIchHCniOYTsEqhdLZtWVSiAw6hEDO7LI4or%2BkXTE6zB0CA9o4NUeZIpS0Fn7Q8lU4X9sZNCO0uPfjoWqOaqDVcbxBJSAs8RV9IcKmOPY%2FLDUnXDLSYfFT1xyNTWRLKRW0kFxctTIuvuU6R%2F%2F9ApGo0EHrqGH7dEmsI%2BgA0UXpfNwWFxUHz9CYK9toXP6IlTFRhuGh7z3bhwL5qzzoRAF8dkwboKslbtuftJDrshFMoBNaIvpSXyAFRCCKFOKEkzCkB3NDQB2qtV%2FANwHNea%2BAUDr6WWScJazRx4glReLp8vQ8sFtz%2BhqehlJO6MM5NMIc8%2FkWnwbE768NqCDKBi%2BpY288WynJ1CT2Kq9%2Bo6rhlUpRatsVIsacJhA%2Bq8M9X%2FUQMRZhshDAvsXwlZfxDn%2BWCfyJyLFA2s54on9a54PSC3WgchQWZLZgEl8xGrFUqCofhkvqYtXjA9XyewEKlnAtD26XlSvqtdhXOT%2Bi5BrX6S6hHVcqbZ8qbh%2BEzffUpCfTG5HULg9DQQaQ6ENkkq3DvUSAQwcxh24qkmtdRoIMDxOVDdy0T2w3afIBABsQGxnqJaAOY1gWawTUuhslaSivzrXaPcRyGhUkH0R541UbNvLKiY070WOGYY4R%2Fg1rfKhHcjoV4p45o21tldJXmpG0XsOekNlYucZlkAWkVUHtjkSeUbdfBMKrGATodKL9arS5JFVovaKRlOWbNJIS6GHxuLt8CX%2BBYQUYDfxlQrQQhL7z6vChINNDAVVN0rXxaKjegwIPOJf7rXfHBBHGpBNpaeLGFXCBrWAdpIwF6mcE7pE2z4HdIxcWkU0QA3TKjZQ%2FPNc4VwWA3OqmXuoleHBmMRLsU3ENaVgIpVnIWvBLVDYNLzVRdIefms6mo9VoRQZ6cCkQSOdK6KDkWEMZkQyIEM6QUltTfQ1xFpxUL%2FlFho06RSy0MhFQCIEh5FrTToDEgpZU4QcT%2FbYWc9XTPTTM6ZiDUk6d8MHSyFOgi3cE0Oh5I2Tv%2FThHNjxg7A0zwweFEVnLpE0Ai8Q9OWYcdB1zNKwLEBtxjc45oHjshf4AMMWhwwRhRdBnjEU3iL3TIBscW%2BvDMwGJnW4omSkqIJxsnzyWwZBg9lQCsSZ2CK25fZnAEtrlT3WZ1xUoqsQBEiEMEmCZAjQU8EhBFQSUEVhPwf6Ekh%2FQtYOKDqg%2BIfAJ8CuQ0oaANSG8CrQwYJAhV0I0D4CXAOIBYAcYMUAO4A0AuQNYAwAWgJAFzA9A0AgoIOA4ARIJoBoDTBVATUAVA%2FfmHjl6j%2B5Pa79V8K%2Fh%2FQfNvjz3P7ler%2FHHh7%2FPw68DnObsHvPy3cPPA5wScuOB7qBzX7b8SuTXQrw88fvOjUnszbV9wOhztB3%2FrTR53FdNbVFq3a82jxmuwOcluBDDjLjOjALxD3%2FQiP39Y7a5Rt0oNm7G8V06nAGXPxV3oiByNCcCfXAkpuOrai62YwdiJaYXnQsst7b8q9lbH1AhQ4fOtIhMRO4kqFfJyARyYkd8VFgh1WJGVCPlA1ZMLjSDAUNwDDwkxBcqWcEmILYipcSYqtCIqlSAqaSAqUCAqkjRU7GCpiLFSkWKlAgVIxAqRiBUbDiowGFRIMKhYMKgwKK%2FYQV6wYrughXTBCtmAFaz8VpvxWa%2FFYZ4KujsVY%2FYqr%2BxVOdCp85FSnwKkjcVGeoqJdRUiaio4xFRNgKhy0VBtoqArRXysFeyurkV1bquqMqqonq%2Bh2r6EqfoBp%2B%2BNH3jn%2B5M325m%2BzqX6%2F4%2FrnjqtKKqtoqqPhqmWGqVIapJgqjWCqxYKqxeqp52qenapVdqkp2qOnaopdqh52qD3Krsbqs1uquGqqZaqmdqqVmapLZqjdgLkVYtPvgiXswWobLWxLWyK0qjACE6uL48VDS74vVFa9UPr1QitVAa1XzWq9S1XKUq4ilUQUqiClULTqhKdUDSqgSNX2hV9IVfB9XkdViTasMbVeTarwZVcjKrSZVYS6q6XVVS6qiXVCBdUEF1fgqrzlVcsqrdlVbQqrWk%2FZ8n7Vkfagj7JEfYwf7Cj%2FXof68j%2FW8f62DVWIarWDVaUarJi1YsWrEC1XsWq9C1XQWq1iVWMSqMBKoqEqhgSqBxKvuJV7g6ucHVwg6tqHVrg6vuFV6QquaFVwQatsDVrwatGDVnAascDVhwaoyAqiv9UO%2FqhL9UBfq%2Bn6vB%2F7kf%2B2%2Fx%2BtVskpnZEuCUxHC%2B%2FYuIK6NNKiB%2FEzIk5DuCcPq3Ew4GQBYmlqw4gUEVMiRKFQwiMCQcTgAAAAEDAWAAF5ItM%2B6bFophhd3N1nA4zIKh4NARWfqCooqII1UQ4kBYJ2AQsGyO2lAp%2B6Xiqm%2FCkfz5urtugisAuGzxeNHQh1A73Vh4dG0%2FNDkMQKtSO%2FBTm3DojsrbF3jq6kKdaxNxwpKvTKteAnM7mCQ85oHLN5AxXtO3FxElkoEAFo%2FY7SdVN5daSO3q5Y%2BGBpQAYrusw%2BEY9%2FXMmtYT6y1gbXXfGgzHr8ic6AN9hcvHwEYELAoOjr69A1yaVwaL10euR3YUZUZvQl5xZXoT8YeJLqVKFrjMLT83%2BN7REmekLvRn0TLh%2BZMzVhvjjOcuh7%2FDGoSIzhcgAEyu2q%2BgmErl0SoAyvHf0gOOHkuRFZQSSkFEDSG4HCQ838BiFt5mdNnEIYrPlCai6RoN3%2FEdkyVeA7o%2BHQvKrwD5CYAAo2RJZIeP1xRy%2BlJaWuskPYYJ6GKPdNLzxcio1M6LXHJDQbx0X1i8B9YnLsQYerRiZjBe%2B2alDqaPIASEoxCeRAUMVuivCDeCNo43Zi%2BmFz4viBZJrJMbwxhXGCv8CUG%2BGpgMJzaVH06hQdq5woKyZyKYDByVHQl05OpUqPrSuURMAxrqnfhkQENbMcnlzk3MLnnmnljBLSdHj488rWP0ithH7Mq2sETRkNmgYc3AZSu6gL%2BCk4IDhPtHR057XmxZs5enMzU7IR5rdjAD5bhqPdP0mGax4%2FBC5rzvd%2FNmFSTuivxBTftCPQY%2BTO9CX4l81r5FFfrkZ1yrTcaX%2FE35vu8hUNdTlgS2iD0q93mIVdiG%2Bzz6ZoWvKaG4axR1VGYKVxYs%2FhBQR7uUeb1mU%2F3VlT93WVa55WteFObdmuaGauUaHua6G9Lh9q5rpXj%2Fwgi3iPylvEGKzMA9lXBUjbXHUnsEBSjM4dcmrgF7f0G9lwAQt4RLmuXHbpvBr9TrIO6tAdGiB79MRHozMKD8uVjof8zfR8GjzHzhs033A2Py%2BejgTAGqXxpL%2Fw2WVk1lFTJqz%2B0kBeRuJCR5GRySPRQSmUbztwmWP9kLIWUhlXSVdCicr0AP0QVDW1JhE6NsgqFunp2ST1zYgQv6Qnhu0JlL3GiFmbc6pMG8mzBJsoRi1z3Z5NTM0f1ndDFjciaUQqsNg6uq3fi8dFUAWOQGs1VX8XhLFmvpemPhnFsJ4EJp5fMYZskQQsqfYfD9NJDx6cnQ0sTSuR2L40hG49L%2Bmrs3RoC4ghACgxYOijJAtdpXHsZI0rFXEhZYgy3algwWFOreuLxQmZTNtXroCxgYhVHmAFChJHArQSkYK5FLPlzPCQ38AzsClDlC4ke6RHiVatgqkBMcH5a6mGXLmcLkgxPCTi3IYssNhBMcXoBJkK7iAw%2Fq1cJO27YZZ1dgwK6TjpcOKZhOClzaJK94ByvnLhalwYwwHNGbpKKrMoiCUVvMU4ZDGftbGmdYDSWM4M18njvCm2QeRAFzCJCDrWq4fFsh0jgTZAy3lAyEhSb5p3l%2B7zqhPPDOxcQ5kAj9XEi83gCXQDB330FUKUN8JTMzokg%2BMHLm0D3oGAQxNjGVUC4qv3mNqY80W8Wma%2FG%2FRJg0Pokw2Jil%2BUKRbOEH5QZhYg2DwSICOBEYPtpPgwWBiCfyJ0YCZEGKrTfFYsGyw21JEW52PoQdw%2BSszylGkFpTMhd5kWLnyTIQai8z1ij55qLRN75GxKwkR9E1MhMUCbxmmw63GyiBjM6OORqQNMpJtSUqMssFsiIRB3bOWC1CBqx4cDrtymvUnfKZrNpclIQX0iC%2B0SWyKIyxEbrSIkB4ly9nnkYJu6fFFI5UkewzCvGzpCmkfDtvWO%2FvOQBSKG%2Bw4WeOGpxQqahRKjqs7pmglalwleZKZnV2WNi1CBepIZxSes8CtZlRI0GWmUOVcYlpvK0hUKRhWaEyXRViM53DzUU8eSDYlUJQqDMmUYc2RuqTtfeLBUIWJzpxmeJiOCoAXmCaSqYM441iWisAz0U0EQHSkfuH3o9uyZk0g2C%2B1Huy1lYiCySpvTSdjMKwTiKdQVCax08qRNA1Vs2wiL2IyamfCpg%2BlZwXvOo2sB1QB9xIdX6Bj6VzRgd4UoHI9PenyASnBA8k3EjsE1S2ipMclWB3LPJeWzSHOikaNhJsFX5zoP45XxaGhDK%2FpP%2FDIYztiS6vqMPACWcgP2kpZWjOfJBHYRQNI4tp3WUQGWpE8ZqoZEFvYJaFCTkUJPdTqeYpTEWodgDyHYOTQomy%2BoKxLC8BtejPZfK3UMphCswZ56qASoLK60kVHNgZzT8%2FUWcqkls5xsQ57uoPAv%2BCrnsSCROispXTpjPKe4ND10sCf%2FElOsPgR%2B1K2fX5hXhJfNGzBWCpiE4EjGUBgUzovLqcdL1yqDbTutsHLe0YqwBcpKRqcP65%2Fvot41Eg4cbCrFOObHzAyIO3Np2zmgIymMqrmdZ5wgWiOKMA%2BV8kKigbnyOAnZzQK1uMozbw7SBWI%2BtpCLJTN4yFsnUOPsR6JqbOmnG2mYUYJV0I%2FFDRgDb2YBKeBAzYRv4d82IRIjKNJ6kthxBIf4f6tg5Rewqogb%2BBL89Xa%2B8Y7mPwJBnr%2BqyHL3Me2KqwE3nnFG4NiIrI%2BvziW0DG1jcQIHeE7iAwtWHXwFYTmEfOmdkgt4Pr1n2vJwnSQymN0R0NLRTgAHjDVSIfITmkvlvfz7MU64jgUChw5hCXsYgG5gXyQ1osKsxCRhvPgsghFG5zI1CXCBIAwKkjyKLeqBc%2BfEUFiCvfGOta3gR%2FU26my2RNT0gywIO1yxoMTM8Mlfo35lpDQ4jfU18jrE6QiUumMhcIndvm8iDoRH8amzyNFXNUKcSoCnh5AQYr61lElsUE1avUS%2FnDanpv%2FZFa3VH2JIq5OrC2wDxYOhlkZf5BIr5I2JAQY6MewSa45Ob%2Fz%2BEjpgzBQTlG3AdVyHpu2GkjfOxGCSQ%2F4KBsYV%2B4WC4tHrRIEC3vi8DWBGimk2R3cQNWDhpiR%2F9KQZE618tdreVPJR485XjWwoxbnLTn6IZ4EjKrhRraDtVPs4zmDldmpWjWM5L49vWKkkh21cJ0GELX5Hje5CUKJRNkIrvqKWk7bw8b7gYD5fEhk7VgXTHJI0UsIqSimKH3B62CsLrQWXjB%2BoWwKWamDL6RlAYnwhMdNFIyfJuJIyo2hI%2BRLmmREVRHaJdaBYDQo4bDl91nK3Zy7hcqlXpT%2F%2Fg9jl5m4DVYTnaJOAoq7zjeA2QzPBWRnDjFKG0AJybS5gxwd7oVkVIAgAqWCrwA2TuCFHn%2BlQSxm2EjeZemixAGSIByWTtmzQII9iyI6QxlnEfiedIUpRSDRKzAojtJx830mEfqcSqHRLRGSUmpIkhYAfBXhL3h5wRAsiPnzp5CmVoG70nYHSlNBsQEOYNSYjVHmDMCMyyhMYHx%2BhksBoo78rYc0vB6ClzXpCsSQL0xuJj0lRG0q3NgS%2FgqHn0%2FdBeijOqfmwAAwNmamjdRSr62goEAhLCK0y0mqVtUz8B3F3pE3rUMN9wQoCtpvRAK3sFTK3tcPZnt6Z27rdUEcCb1qxd8b7ARVibBsC%2BRyonUCCcPwOsBKtzEuPpnx3V%2BQo3FTRLkQsTzT%2Ft5GIpAhUffp2BuiRh%2FhQEK3waIhUoJczWFQtyb9PP5ODdKmoRpQHa5EoivjH117VzUEyb9h3I8XFhYGY2GgobkujLXrm%2BbJ7HN7wo3WOTojHaQLy5ZQH60wuIar4h1s2FLyTWktIBtEtP6PSDSPebTewSizvHczvHVzmh8LyM8TZbIzBlYhsTDRW2MtA4tMbKoUyaOwZNB0EcTEoAHayrWzlDMhazQx8GCH8%2BXZI4EskKhE1hnN1De89ZjtBMDWCxLN%2B4bn5AnyOhxpTflbO1kA%2F0EGhUliSyMtWT0UMb%2BqEPinhEFYyHEbAUyp8tYuqYDRipLscjyGJA3zbmKdMTMI8V72v2ZQ8R1C6WY4qjndJBCREkDNEWaBovAOsU5JvqCCECn5%2Fq30Wfs27Q1NX3PB1CxWQYK4rW6gl2DEhCJLvzF%2BBEKd6LLjbQMVuJRpueMSQJN40n5WAdyXvuYQeXUQsoQDysgsemARNTywlJKFiZeuo5AiRfoTmTq6hkwijNVgqADIQ0SrFqBN9hK5RC2ZzmikwVm0CCZzso1HPlzzN0IP%2BQCIQZ%2FzA%2FJ0cIiWLfbbDGvgdRmzRiOWxhWyl0iXpQfpiIVEQuNo2d7rj0OZeiVOeay6x5oKlhwZCcg8KUij44xrtH4IX6UM37YQMPXh6QvlpkcPG94IVYA3iwMJ0L8LuuaogTlCTJsenAjL0PQ7L1Pi8hmGJdOqOJeVo7ECLPOdRHN4hjBEITrTPlmX622a1Nkllc%2BXvRIMYsWFbQasKlkKf0TuoImAklJXaN12zLmMOiREi6fUAhVGrkOVhqjWR2eenOmgUY7GLcmbnAqWpftrThQTmBEC5zJQBDcPyN4AoXnInBM2UJew3uo3Osd%2FVotG4JFRB1dhhN21R2ig74o0Jw8ZN7VnA0lWB0lDFZ5PDtyXLlhvcGuF0S6Wr3U2CqpnkDjwB2mBQdPGRuL5x1IFo03LEOsHEh4MKRvE9edrMh0Snaf0cShzOIJdiyBYWbPeMzTRGYsBHAfX1laNIl1ZVxzggRI5m51PG59wVXQ7HQGRYRRnGy89qI5okgmTpsdUtZgAxPvJ%2BWcqIbSWx6tf5yN%2BuJkKOjROUqEcP4y6WDOTFIXxQkr7hHBS7hmbyT8AljD77OJLW4CQGYAb2Pei8bNTgMttEECV0uBXZksyIJd39JlDyojumSt0T2TM5i3S2cviYGBEzQtmTKzAFB8QEcXkZq4YmJ%2FTDWdYLS0Kazft%2Ba%2BC7HwNZAJaVEY3kfqPHY2SBxchsqiGqJLn5a%2FmjEa8QgmABHka5AWJ%2BG18I9w3WjonkFGEwKhtgp0j8YPUeYEncSOLNhhwVJnEiplRLfp6lN7z5sAMYVx%2BA71pVUbhIzIaaNzUbAarADBLMSSoXqKXumbEiOijClhzIbSA5gGB2qtutd0MjQyWBaAzJmfqki7MMaEQAOCXbwaXixbEGNFnHCqmWg8qjxIZ0oeAxEPKD1A7yRyuS4AIRwOrQJ6DxVHVPpAc7aCkBHpHC9GMxBqe9Qt62zjQGJy9sjB5efNIj3%2Fyv2r6z%2BSM%2FzuFE0Za9wOJ37u2rcQy7P6SvWZqCuEJKtvjAUTarXAcyMQRrVOlrD0HTsN2KDiUivtwmgj5U9inAK5%2BC4IqL6iNHhU7OH98NmQILOWxNwJiPwwlnf1QAEMLagJuGLoYUdlqBRDn8QcRAg9AuLhe4myJn%2FEoxUfepXHhZ8Dk0BKaH6znSNmNJJ2IRdEvxoTfFkKRNn0cEvSio6ek7OG7AZljFvqNgRejEgmOwp7toPkAA5CIjKCsWmYPIlxUdVDDj%2F6UQEQZwMPCocey9jKiCj3ryLWjtGlYDdewTAsT%2FytgOZKoG6jDf%2FUzE%2BDBwpk%2FPx891KJ7wcBDtmnc4Zr8PjCwfnWIE7Tz5Wh4XZOloMKHqBYibF9JCb589kpcmC6MqgAH60Nwcj%2BnBhrvYWI7IfIiYD0IThyXLu%2BBjtuDKdFNmVqTy8ELHUIcco0LUngtn%2BupQtGnWSsHRGOZxzUOEULCoCKWugvY7ZqEN0MDmNHqeKtmwQSOPoR%2FZ0KGKGB2wdDYj1CrZsodEQx2TukU2%2FMDvJyPuRgDSC80jH6IO5DbRYrS0rIXfANDM017avY1V29khrSTX8G%2FWm5HQ3j02j1MGoCeHm%2B25tIebrUOsJUhfKhD0EIEeXj3%2B%2BQ43UQYWPGKRd5tI6RgOxzkuNv3Ji8YcsIU0cpJNn1rQt1eBb5t%2Fe6vSIMsxyrbVRxAHaSs8%2Fijk5AW1W3ajQf6DP51FkKbjEEaQp7ThQOL8pUajXNZgjP%2BAGWp2PntYtYtaMRzL3lOTlAMAU2jKG8l3wMD%2BbxPb8RDFLiiPnwnwm42DzJDXbmbGIZ0jLkON0Ub4bgHg3f5pBR%2FoVAu0YDFztE%2Bzps%2BP3bAAWSgSxlY2S3LazAF0KZAmzACvKJ%2FMz0beXxl%2BeIEFgZCLRMTD0eI7mFnojAK95ZgCTCfQOybhXCo6576fGouBIpcPFCU9ALkeU0pQaG70p3LmSrRNvUUN3vI9R8lCXjgQBKD9twFivCVAT47aBVWQPv7zSwNj8Un%2FSFG3FqLOS5c%2BWZHKZKVGCPSmIgHEwoN5C6HgtxiaB5%2BUvBrgQmTbO5rMJ%2BCuldZzfzxgdXp9XgD508hFWCeR8zw0tDDW2xoicZACrgqgnQ48NRFvjGjGQLa0bZ%2FYIPRHYC9plKdMERvlMGhAQeqDBMhf6LZGmyElMCwEIYOo1BZ6PH7%2BWHUp1YWZa7wqK1XoOCvECZSwoJH1Mkaogtg1cnvzmDI1q5S6K8zNTnhUkglWVoNqdHdJkfg0Fxp37eM%2FnNEjkRlbYvQhIWSCHT%2FqEBqUlbxYgGY%2BMSFSRxt4bg1PVnRhKNZIXooJOn0HVNY%2FcfiwOh4kjntxHmybS7MJkM71QCMhZGbYSMrJ68qAj1YN82a3v5utE6PJoWbuOva8RkRMPNZOJG3h4NcQ9LTUNP7WRG34U%2B6pZFDjhFpbJyEq7ddJp5LrxHhOcWeKH5m0I1Q2anhxKm%2BO1yIfm7BGh7B%2FjqYiPKEBJ6cFrT2ZB6TmSyLIpnTVkU%2FYqVla2WfZcp7SSoTzv6vLYtG8AgtXlxfWZxN6Gzmta1EwxIU6yE9s0x%2FZlSkSYE8X5a7%2FVPKA%2Flig684F00nmacRk4WooPYSFBnHTa1ebr6zgD%2BMcOV4BeWlJJLrL0qnYZSAVtBA5UxpOASkxyTpYRBUMiUqxjxU%2Bce5iSPwywJQRsno2JDcLSzoQnpUALmNJE%2BWSFPdsteXHMocr%2FC0IqI26humQ1wKQoHcGmUNYBVwIFZqI1azUTzdFmIOugxHeiO7FGrlsIVmnE3L1JrCuYeQCJCpQc%2F0JCGgQIe79NvrOoYeDQJ2REZcyhK7ihxb2NeHkVj0aI0LIicFJjQk21YaBO4G64TBu2IKBTzYheH2CASyWnlbZNFDbFlJqA1Q4kIljGpwnmhmXbOSQEgWsMmsHkBZYKRUWBv9HZZ1N1JSN64WPlCBOt7zqAJMKpczyNBpzQk5o%2F%2FxDjQg86ozQyN4waltVoDaLJOfWjYqewlULt9QO8N4AqlP%2Fo1ZIqJMaZ%2FORyILlDFoGoeY2%2FswI7MBMVXSMJXCUeRsJjHIU6kNEsAqZoBDoHo8Y8pZtM%2BGL8OLfcPdBbsbvRZuDQcyyrZ42OoTsMJ2GH21od%2FRCfgHrkeCyZfMOkWTSYgXtqYxGIGLcI5gKg%2FZR2xnb1upteR3rcNGITv8oKHpUWdLK9kIZlFfEtPUNAgnOY66o0dWYJq2a0UT3usCxxDZm0UIViE7Q13vLoyXH6VgLZoJt476o2dZ1DSsnihertfmTnTdREBRHm5ASIGxMbMSITKCmV5fMqgFiewxFtxqh5yfCPkmlKNcrJfmvyKlbaqps0Oa%2FBSPXk4FJjtWF2wOHfpFY63qA49US3T180HXmbqEjYsSpRFkkOVMCBH1C9JAJTRgjCWNAjl2MSA%2BvZjADldAJGTIoWBOcOEUI4qwvBSI4hMj8m7WHoFosA0M4Q4yS8XtN%2B5emVGJDGqX8D5SVbE%2F0bWETJRyRFYKQ8umFTkY2ZnV9Lz%2BVW9hgHq%2BHYhsrghzcANy%2B02yEIiJuDFngZnEHSFnTnqDAicaKOgtLZkRXBqGS3bgcqBK6B%2BmV5G4%2BxzA1IlYTTtL30wAPCkFZuhlgsViFEnA5Rg4UXmBbXBAW7JuNvZlXTVsYDMV305DdUPX6QyUFMwndSexwLkpBDsIQ4lUnD9QoEF8QmpcQk8FJckIIkVwvETqBSrIvHRim18B7iqFwNCcFoUKmSj9cSfX37WL%2BCT4mAKH%2BS76AYlpBE3eYErTSL68qrzEKiOZo1mbN1ujQapDrmTWb1s3iBTeQMCYcYfVeS5ks0rTlCPWr9AjV%2FbgZ8To6s7qOr3%2BkRUCKT5GAAUzFlHOkmV3fJEImmhCZ4S5ivYOcC3SUx70Is%2BgfKTQfQBsES9NEX4x0WTcQkWV5JKEJNl0UV8pDmBNnC%2F4qRYIkjLTUknCCTbfLBLJzy4rnSGTntJHjdpYIWlqzxK%2BG%2BRBy22IJ8gMQIibkjgh8Y9Q2H5aenHLwEJg2iDmhQybR8G3gfKxBAZwppQkDi9rFMfLSe8Fgalu2z9mKNwe%2BF24HWYNjNI3zoQfXsIck6YiAwCMhAsEDMvxfp9PxAAxF94h42eFp8V8BZxS3g%2FoQhPG05yIyOc5GxA27VgPq%2FN9uxGcdZCP9PAWYlmmiIlMHE%2FRj3IzE8YKgGEh8OmOkN4KuO6GYyNnRhoWNSgmY9%2BVfMfhBm7xIwZPp7ggg%3D%3D%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cb08AABFOAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAjPL%2FpQAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAAxADsAUABTACAAMAAwADEALgAwADAAMQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAHa4ADV2ADV8AC1cEs3pishg2FfJaEtxSn94IlU6ciwvljRcm9wVDgxsadLb0%2FGIypoPBp1Fx0xGTbQdxoAU51YoZ9RXGB0bXNPyK3JLMApRwa%2FIMy1PPoJDx39kimekZX1c%2BDSW41tEZBuFiwdwx1dRoPVA2vWPSlsSDqhNkqYfhrqlVUGD0J3HEAgZavmtLnDC5WBriSpD8Uk02KsUkJ9vCFz2CZXAd5viwGZ2xcVYRPa1bEIai51nMYlbL2ERuB2TCzLAbPWWRZ3%2FsZ%2FKBjLk8%2FgAZzK1OaxNw4oGBbsNhx6Reg5HRFVCrwa15kGmJEy5kX1YypVm%2FHo7TjKP3l%2B%2FnuCTOyiOa6S8QEJbuiGYNlCnM7tHChCHRRQHXQh7yPXASlcvc5KrNKol6orb35kbo%2BiEwl8d230cfWPwTy00bFDRYURYGchbwsoDcaR2AJsFGCrbWCzBdQ0qCobWwLfueqAzSkzaHX3yCjDlGYPV0VZqVXlqbr4poRaG5NNPMDv5MCHkLSFyABMRBhMiGSZiDgABYmwsLWDjUZCUnHwvXt0VAUy4%2FqjwVgjfUqp1evzUqutJB7DW99Cq5aEhGePsa4omKUp7LnSQUz%2BZq51pU72ApMxkaVZE9jF3IGKVnF0GlK1E6iqLJXFzy1BEv6Kr0ngCzIgVANRwCkVHYJj86Sv2dzqgVrjYKlg8W94FbPGQghEbTakZ4AoS9h0u39DOoRJTA2iirs9xa5m9Ir0KwkogoqFNVDbTIGO0%2FWuJYfp61Kq0bhgbcbnvbTDj4HBESsXMdvrvpp7Owf%2FS2EbndoEoglO%2FjigGAuLUTUmG07ZGlRCZ4QZLu81tPEgTtAvF99BxfnxNslgVYH5Jc4AfHwsiktDBO4wjgjizFMsIeBTGmIYrhtrK3tvtBu5tYB0PDMXILUkFYPM%2B5yLLGOU9DtoDLYWLQig%2B8wNRZbJZZWeK5JyKNwumLgP7X6pqgiZMFUvfCTl6Urx1gUOjzhcICumUUsiNESZCmTANkgHoh%2BKU0t1fgQYOBkNfp4MRiJysezS1Vz%2BahE7ohM0iJBn4I%2BT9RJN%2FuQk6SjQGwC%2Bom%2FSD7Zq2RxvcSjtdxHfo7NtktA46mEg5gBkTtMKu7oFb1KgqwqBLzQqZI%2Fs4QSRhYF3ani1URTcMD38kDDqlc3DChmYJTCR9WpaWrYFiXeNi7jYa1Oe%2BSP30gxVyeC10DYOakGpWaU1qkQ9OXlujEbM4A6A%2BQ243TA2QnI8mKzNXNo1HPN1CFawST6uC9dkyQTqq5bOKkkuGjz0nkj35Sr%2BQ%2FkLGg2iQMrTKImSGshnX7%2F0Jyh0JziDbTzxp3IrbosXgpchLcBJpLLUBrFbt%2FU6qXqAaNFJoeBItBoqgQlPZkpTq31s5VZsgIkFupAno5G9oKwCGRqv5294xFqOrEpewcjx%2Be06mxDkN85c0ckmWmMzbkFX9YHAf83p0EsnBywjZbcPxZw91kqg7voxasp3VfDhEDAufUx0MTddLO5kCyKkUBwOm%2FMurQH4bJQgK%2Bp14dkBBhgxpBUkTlSbTE8DDu9qKiDSCtvmPY7FRMn0wuS6XR7J%2BnpjjeaDNwiOgIKUWCP9aLb%2BXpc4toQCryp6gjCVq1Cl1Di%2BtEx4WnBp2hmGZpEksZwTSggXuqAWD4B7WAMcir2wmA%2BI43ECxUSeTDT%2BxgR3O4XFPOGxHh09lxpScampLahUbICao0db7%2F%2F%2B4CBMcCokQ7aOQ02MOzh0NEaJGGOvPR1t4sY1I55lNfQ3IkF04onnAomXxiNg2EbBbPTMBBlv%2BggPSmkb4GNFW6Ehd6nDzJlnIXFfzr1bVWQlfylDodFBbhCDf%2FVB13j441dc2rx3h4hfAWIJuZqbH%2Fwbuafg%2FnTQJ9bnMfR3U6TwYgDQJIOPOtmZW4ZHsR2VifZGaC6Pzv4ZzC2nSAaqSe09F9MxuI4UmUVA2RAUqBUIETEIAhB%2BtBhsxhVMXUmv3RPe1grhYWLM%2BPHwwO5W069qIgDXtETXZQ3741DSk%2BvO6y8k%2F7Mg6GFC5fSK02yXZ1XV0NZe8iknoIbSFnDm%2BbMP%2BBCQhoLKOeU3FVNQ%2BgPEntwkHT950cQYEYQc%2FXuL4nxwcRW2bIN%2ByskPaD5Rz6lN8LW5IDLYfuvhxlLcjWXSADeTshWsJk%2FHCuRbwjqLcx66fc6UlF33HipliQ1cvfKlgRpVcsmIsiYnJjzJIovUyqi%2F2OTQcIwt%2B3WW44BAQh%2F2GymOIscSpIt0YUePiwOCJN%2BQ60lqkSRbWi10lotzgWZsqzEI7OGFGeIoFyqli41%2FNn7LfLQ0qtxkaAwbsKZQ0D9s%2FwhBqoxhAlxCVNVF%2FJ6rsUBQ49MLtR3ICtKPLKZ%2FQPEeIRgWUNLbNR3v3tTaL8uiXO%2BOj3tSJc56KJHol9nGPuclbrQpCn4keT05ETSOQ%2FDwwKjCRLgIzBi7x%2BU7ByTZGUWcGLPY0VtXWC7kQ38C5thIGJx%2FxLM3KsoGyRwC5AFUNWPzU0QBCaVXo6z1NCclLuPVA8%2FwWuNhiAG9CPPSSlIOCuh2AQM1d6MyIEIQArIa9YenQ5ug37h9gPNDHVLImcjE91ewI7pz7HgOEVqTD%2FjREYRtEoDIfgxzDePkVvHWJAtcpCJ%2Bg2o4akZpphRUQ0U92lJcKZGJI9mnpl8UVzpMi8SBGXUAPpgcS2cDAusSE6q0hNibhCgZHLReLsA%2BSv8wF6LiDL3TogB1DsO%2FHeMg0ETucRO2hIOvbp1NVkFMclluNmBQbTy%2Bosr2bJ7oWdUtSHi1s%2B2vWxq8njY1eW4BCVr2EqSyIUuFKS9iwVF5FBGeg0hRcHwCKMtqYLBfvVSYXHdGZK3Ug95C2d%2B3t9ZWEYqq6F4TocgcDS4tI8cvEEXK1%2ByB9RofdKpHoA3eP9%2FB%2FEBG%2BIgvmwZ4Iir1SOYFEtUG%2FoVkECQqoPTdHoNpQKpA9K9k7TisAUBsKPtWgBriyeOxs1o%2B4KCIFumN744dH3Yf7X8F426LGtEhFLULhlKFgXF8Wq2D6kFSBkViLad9D9U%2FP6A%2Fr8SE7jsr9s%2Bsb5ODWI5uS6BkZJI5RQ5QDVZ5%2FKOG6Dzc1RLQKAdGkgwLiZLQdEYQ9yhQLtD5kWr4wGHTv4GqloWePyHYyuy3Ek3iQVQkdkAz0MxcsHzccdMLO8KFh7ywo4jXywraIhIicAI4dWdD5wEXBhsMklzbWc8zi8opC3IlPsLXHCWOqOgq4iPU6xyDS2tdSLnlhSFjsCCWvMRt5TAI30EHR4f16NYyzoG%2FoKgCUsW4182Wvj5gpb0bGGLe8YRIYRGVgF2hwIlEfm7eUwwLZWW%2BmmBZPggPnIKI0b6G%2BlHCncx0wkaVPRQpZKWIIrzh4yC4Ar2vTKzhVKSutNi1dSzmM73AGUXSBJrQH5J4Dfb%2BRU25tYrIVdLr4ogiwTE2i2hl39ffJWHNTSWq3PvVJplNqDTJgJcvCHYoQAuHeOew0gZGfmX3p4D0aSr1BhXbXRA1qipfS6LiggtiT1eDg4FTCWwCdAFC9FCOZ52EdrFetMBxUdC0dfnqpr0mELJE2m5FVMvwplyf0XIKclHa6%2FQrw%2FFOVkVKK71Ab5iAVWm4GA3HnkCJhYkW06XJ3TDGB9YhVW9RuC39AFUcFWwU5eTNzuck7IQty7ZC9IjAGNHuZhQ8yDWZhGUoNyhDcKYQiUDqAC782makzJ1o3XJFIEDXgObv%2BTlS%2FdAr5rn2C%2FCDmkI0WO3cSTJwSLrS5dBdkyfpxAu4XghB3jgGShG8UCorOibUp7NciZgEDLmT6eOxDegpLRk7HomganEaTmRZAAMrhobApDjFWtOxht%2BNQngtKVgGL2yy6Qnsmju6DAg4d%2FRvxHa5mBaEMcBekCMtwaPPGeKFPMsgAJTidusMLUbTAUBJMOmXRwhONkoLPqBhpTuLSYN%2Bf8aeX1NKSxF2OUST9ezObkHETTsr04iWClpoFDE8OdIiDPQJqkHhnUPTcE43OsKBGS%2Fzk6F57sqVmhZKjPxle2S%2BiIE%2BMXOiTOoRKF0Q7mbNRYGPZDp5eIdPOZHboa4CTvwnlZb0zCOW6kZJh6klDDvYghmQ2FCDKB5DD%2B0nImiNcfSzaGT8aSPzEZjMQ2GPpA1Ws4Xeysyv0zSSMVVsiOoiowo2SfYFdapUBsWIoRXMAKYdguyVcwqX%2BzVWYLiNddi8p%2BxMV4dQIoUs6SQ4C1%2FBjtBw0ocOzLmMkEv5D8N4%2FZu4gYA4ryDb5Y3gkIxdb37qMCWYmDGgsyEE00y3BZ4FgyT%2FdJLHxMQwx0gViQjWL0QyBfcufCgRYYGiCHrxez874MrcqldLCEQLkCCK6pWCnULCh%2BVK6FW%2B1nm%2BN668e16QTKWprvRw3mkwitjPefHt5QKrVumkXsvsVrHdAJrodfWckxhhzknXZ8cMVIvKphJVfhvWbhoZbbgo3fygOr8PlKcVEYLTmUbjp8rTFlPRtPrdA8tljZ0REfnhwApCZ65Igtn1gBROJdPCCb9ZIqlQUq3W89ZjSgSnUz8nEBW03JCcQ%2FSxouQtYBE7ichYHbASPB5J1%2FzVfPINn38CqTMws1KKo%2FyvNXpDgBvCI08SBLSwX5Szp6WlpzoPEio8DsNzZQqgUMoq0%2BNMALrygrOlErJohXvIJ%2F0IqziZok6OuApG2eoGAEFsTc6yWf9eRcklYZRO3PkA%2BW8aN5ME8aLNC3Kdwtm64WyqytOEW1WQIg6bOFHAs1ovo3OfCvvZASxBcxg2SRCRTTJDBKajFH0LL1kSBroe6L9xvVxMCIFS7Zo6y4ZOEIkAI9QtGVIKKBlCvUUEq2S8FiR7VkJGbvBFaS6UzQV%2BayV6NKw62tbJbEjkJ7AMC17DK399DZr%2FtE5sUtaAPwaHNj9VCoVB4VAG0iNI9IjDo0mr97FWjYeDRSr3pstZTVZ6nj5Vp3IbssG3g0r9E2eSmHY97LYobIHPnEGkKDJP15WPWtwMgS8HeLd6NEnP4mIFlRJB4zLeDeoBElpUNRIQMzLbRQsGLj3DZhQytDQPLAUE9JWHiLKAJxVTOJNZsObEiutLqwox%2BM51t7vJQhBeQm2i5bTa4D8qIUjqI1sL9G6Vha6U6IPUabeCUMIufG%2F%2F6USyxymXNlfnVinkNvKZGUjz0EWKIgZEC4WkUEr%2BgP%2BFpkIPUVM%2BQEJPxFxKDlpBEeiUSaTgCm4sEfRnBxu0eF%2FLgLp0IFHMEt8aZrsQzTF3wRw8TdpzHNGMZrHHa6nU8KCQppWBVpJ8b2Xjq278mtoTfrgfAMSAm3cYEcDw%2BzcSsXTaUyd2PH6DCU0DdBiauxpsyoKlAh9IUAzS32X%2F0d3x7h4gL36Q5sC4YzkbttmSwhenP5pxxrBEEcoAohUGB1jHGtB2%2BI0FEcCM2y8EY1e2NPXJS7wp7APp46lC7gSit7FEFQCIDnNX%2F196lJs%2BgXTyJrXAze%2FQ%2B9GEFC7p5W7W5FEooh5QlO01B1OcYDH4VTmRSO8fHPjRo4FkT9GrnUZw9pXnDplu0YFyOaAsLOkxdsu2gfYJ%2BDzBNihSUutbDbDy7VKS3KwwUTChYQkWCmldyS%2Fy05EvDGbLbpkDfbbHNGEhTSiaAEDmoKTERX3pEuKYJT%2FlNS4IawkdDACC5Jk4hgNa2EGV8yblsXoSHDrqHDJs4JDXLLA67oCyia7LABDzBMInY5gnZCpFuyyuaWXjKHRgy409j2wNaI1bGlosUnhaB5iqHHZf2%2BbDPpsIwoahsWRL69BhhyPHQBUNCyBR%2BUJzMOBRMxTVhNsS0%2B1n5kboqmNZcC%2Bt6HYVscRaBeox%2Fvv3%2FxwdoUoRvs6CamykRGihd8HTNaL%2BxRuoo3QVZvFT7xS9opWLiNbQRti9PXbNg0J5WDsxaNesdmkYOcwpiqsURuor%2BS8hhgWniGGll%2BtD55enFSsyATy9MonNXUJV5Q7eAouzR%2FP4HlA5YWBYYjm6NDAEk%2Bx9On0MGm65%2FEm1GKndnRp4cv%2FjFAdM7hnXsaXnGKAeK4aE%2F6BhOq1%2FAWmgCMQ4zC8G0wBzhuMSeeVhgAl0jpwicoR64K%2BBYlYbWz0gTGAGtI3puhx3F5%2F5QKXradYFuhJPYWq3ITCUUNLpugdVBegedngCO%2FDN5mJBWzGEL932jL1YntvCgzzLeR0WczKl0J4g8Gcbo6p5LOslpYBw4kE3ZDMiHPjBGyAUjkrWXqYTrl7gRUwex0zKVekIhoI0dsFRDtQxsLctjOlRs5Y2gYpQeBORQFR4C3hXh8EnZUzuloqFLFATXzpzv6k5XoHB3fZLNUiPV5DvAfroLwH8tYhkcOxWnHqePfQulM0DCPTadXa%2FTpoHYkh9BeeAwpmi9Kbo%2Fm88ob17pFzKP2lJpfWxbyD3PccS041A0MQWUqNDHOPOFt57Q6TiHQEKJQsI4v1JqcD7Q3orOdsLvExRQwS0nlUtV%2FpQbx0wSlrRSneWAQ%2FJhPaT6rMvIcid93ahrnKe34YxGA3D30BI2lEiLGh5iAUkBLBoXRshvpjGJGLzGcvonIqzVubgEJv4mbEl7JggQUWb6AYaQMmGUXEwIjylByVLbgcEbUQL5RFiRkX%2FbOhzb9XavzmFpR0cOdx3etgoaCPbiL5gR8o0wJNdPMCYcmyP0SDmmsW8o0O%2Fy5HNRxqz3IhmaxvIT%2FxpN8Pj%2Bx4i%2FGawfTOod%2BpvHN9BMNQUKG555l7yAKsma4r8JwVm6gxqBECXHA3e%2BdCsONR41WrcokynYzYqB0xlCdg9Nu%2FVL4rgwOiTVy8K70TghEjAOHeFBYvGwmkrDIzlwQsyBsr3K%2FEBFKO8UQ6J1hU%2FYGFA8fGgTnBoNnAmZc%2B9S%2BXnpbpJ4QKgdip6TZnI6woSQaYgxGpdaxxSuQkxu0avCBOSwchx0SS0x5HgR6iz9AkbeoDFTnGInFfbnMUP%2B8p3uSQu2CVkHxeVeEMICXKlVDsj89UY7AfyMvxTyws7ilT3y4zYSLVToLb1IwDJHJ804mZKVSKgSOa0mHCQrjWQLaz9LrCiISicIHspx5moJ%2F3Ng4rjU8aMqTDl5gjJAFgAMupkEoWEalYEtHh8CvvMqUP0Ra4v6BRr%2BdgNXFRLo%2BjKWRhaP4x63qqfsnw%2B%2FlDAo2doOxQP7GwahE%2BiZ2OX2l5DodFT8bGiL0YglcRmgDoYIEaRBLqdbj7HFD8xfZz45H2Tg6upN9XjuGCxtdxuVuRjssowtewrBo9gBM3T7d77hNjF9rd8QTMjwGLx3oWax6aa17t0I2gcG6kcQgw%2FphwfsB4gsCGgMGZU8P%2BORAg4iQDmTP9XqByg%2BjtRqWtpaHjiHSL8CNah084UP6Rfjx8GU2eaRw4mH%2BA9Ad42DummqhAj0%2FeMNS3V8lEHUSc1ntW779KspgJUBtJQEpS59ODiBRghAyioIrf%2FKoPh0eAJWqxh%2BSurG%2F5xVdzZBLgKEiYy4izBuKhCRIhfoADEt%2FB%2BirTWSOZVkcfzWBbA%2FAO817phMFhWQnvTwzjirEna6JgrjgHyk%2B8nWk0k06KkkSOOryl2OrOta3U1Vai9SLWxcE3cY161P64wA5VUgBExRGc8qtWCkEHIJfWtybVbTm%2BhrXnbVSsP4ucJTC9onJ8N4r9lRaV%2Fc4a2SZKmPNCgEUW7LDBXhvFxUvZYtnIuGD61WQtIrDXUc13hksUbImFeHrIBgvnG4ogmKBk5CClzY5DWqCCMzdrHBGSSOTyO%2BE8inLMGSApQqKJB3XKm%2F%2FMFoO17KuwfwqcaqjAyaJ5JOWW1Myr%2Fs7ZQiw%2FPqVAMH%2BlK6DYqjGUMcAXnVxy6z6CDl6j5mDa5EG4j8C6pr0hKyRNnoiR1vl9DWOfC2%2BM4v44bO3onXro%2BNlz00ZlGV2ICJ5CcCazVCJHIETBqVFhGT7KSBdNDv5ILpSacSTL0S6fX%2FP1CEIT5NZgcwpI0rkV7LqiHRoLUAPjXEqCZ5mLntX5JkkUEelCsU2tXCMZ6cZivQI6hYQNbXl4nc1sSNtBUTkQ8Y442KxRe7Uy5yOzB%2BUlA3MhvFmXweJJj%2F%2BG%2BqwJFWFLNYp0JhzD%2B4sl4JYn6a%2FvShCCo8hchMfrswjZgUqiToKfoOGaHdIAnKE%2BiEedBkyLwMSoNVX83TJERFy8PLMpBjsXtBITuS9lpPCTVl%2Fvs2Aqzlzwnj7lpl6VX%2FQ74tWqUSzaKziwue1phr9BpcZjNc%2FGXuJUq15TMDnCsJS0X2wAtW5JQA5MaTyUH4cDRif3MDxZx3Se89P4WSIvEEeLjToJbXf%2FrRhBMtRevJxuf%2Fs8EK4woZOFli3yTq3xqjBjrlierqgmUpFA15HFkeUOuLDjuhzLDjAGKK6WThTynzd%2FtCQWU3Nzd8%2Fa0q%2FxwZYn%2FUPEHU6lsdG%2Fn8gN%2BYACURCU%2BW%2FldrXpdUK7WxhgWmNd%2BLDoQFCU0sFyHn3KqFz%2BIg9e2C5oe9EOi7KdTBxPE1k4k5tkX%2FoZzSih8DJDFd%2BrITKNSsAAGtscSW9VDasqkEamMzeUOhRqRRAj9lc%2B7An2YOdL46GdcOLAsgYaFsR9hs0ToUzZ9rFRLG1%2F7eYLz1l5ijumbe1druwaHNFzZjtwt%2Bn7paZaMZu2EIx%2BlxX%2F2SBrWJQQM0wmE19eWrGPIVMeAzVWWRp76m1skeqzaBBZ6So4eD8Gpv31bn%2BnO4WG%2FOg%2FB7xQu9kpA3eZL3w9cwzrZfMmbUSk5OiF3Qx7bQYhL0VoUQQP3Hmps1bBJDQU0qAJpWwnb4iFOMBthzwP81ilVnh1bIuk0C9Xe%2B1kSK%2FK%2FMYOh7vIa7ghqGEKzCiHrehs3cA1pzgec5NpLDtCqMPp1GVECA4QZKiZX0hQ%2FGqjOhhObmpH0vwx0WHctTrmGC84Ub6BOQVdXIqoxqMVNhQjd%2B0CYMRk1zp6%2FPnIOsW7k%2BhQEruSB7%2BDEGv1lziYEEwur9gsigQBG8EJ3zeigdA74WvD0h2IbdNzPw3okAFsdmi3qKH41lxijDPDtvZcEzXwUnRNn4WpCP3vPNHhO8czUiYjRn6GRIQ4SymW9MhjUu%2FjbWOhOqNeh9OSRNh1EaFZcalxYnJMLCpTlEDttzYxhNCcZ86PUpbEkFmkU5HRiAF9AahZ8jQ769NUzJGkq9YLj9HWZLEK%2BIryXyPLZHAAHsBSe5moWq2RRQT655EACRYKQ1AR2mNQU6hNdrqLyfpSeJ5PrccWf3dXVxmIidWyyIkCm1v1oFYgyGcXwrCRPXPMLYHRFvGVuYyAUhzgYntJmDhE4VCNKoSxWlSFiFuMGumZHJnCJyAdT%2BHcgUhIEJZgWOjmy%2FZWisKRYo4JjuPntQGSxlJg3XJ5DBsFM3kGGQjqECyjqYFW6ccOkCDy3EhUt6taBIaHclyblt3Xxs353KjciddJC7gI4cZaPj4zBxOVNfei9MW9cLUHspngSFFni3AL7sLsbqo3totPWMf0yD2bdWKWuK2a4eF5jKcYCZyvORgcHeETtqeqhAYtIyiFGAYJQMOX4VJzPjyDKiavWJRtjWCnaTUdPR6FRkTfFAARc%2B3Ln3oFDETvxxiaDT3roIpaWwEEjRlhjvs9ZKiU2o1HJOMuVRFAA5fWzMgAqSKDaSLNQcQZbaFzsgKxXWIvjaOqsoiS0kA1bx2TN4NrJBVMJcmRWNIqrjepyobiDa9yXYKmJvgQWZhEBvF8wEx0pMQqCzcf9JemmcVMROHpvzARvqDrI5WOXmah0Zkh%2B6PIozOYm78ieRAJObTPxSCLuwQiRlWaLSxJ5hgIIrjsEUKPWMqRFuMgh1FsNDFw5jPGKPTWzyiSEIS6IPweoS55G9SZZ6wcpW%2BHYMSkoSETssJ3QQM9bQRo1JdCQdS1np6F5WR9wujL48y6xB4M6Y7FMnX7f22J6F5gyYVK0QlgEQxVXFUuC964aXqqhT5cX8XaZv5hVzeTU7bSoy40QuTOUjLVShZVi5iWJMAbFhku4I5QyO1x0Pm%2BcTesk5XsjnzwoAIsmXCFbWyIZQuawuVuXuR8DK92lWJDrNrbFtNbCj5sTTCx7e2Wb0UydtbZ%2F0CSIT7OnVIY0fRntwN3jNOdh7nGpmmq9CbBm1uLafMptryjPHHp7tKZEuAL7OjXHySRjUkXydXE%2BSrNxA2Um5Al8Dh3EZC5V4SFynxsMTKCAIMqEqNKzuJCQM3tvVBjRfT7xHSuCO72a6pSo2wn8%2FaXBmKI9sW2BccnPF8aML8%2Bohhb7ciWy%2Fxch7McUey2CPGCyVKaKDX8%2BSBNgqZqMLbCgZ4NPkIF6NfeH7gtElIrOqbudNqU8yyyewVZneKXuzObCUxU5b2tecTa7Jn7SE6UlSYMTkMfCs3Q7fVCaqK5k6pf%2F2wW%2F%2FosIJEgW3skUNgQHyb%2BsAi4ECMNcyjicIITuXGyXkkRIXyN50Jg3r1FpMmaQSUl9pGxnNMp8jf24vS5eX%2FyJYlMUISy9e6JooaPn7fiuG4QEscaDgCZpra85ygZUcJInLV6C314YPJdG2UL6qljb1QV1ZhrNcFecs0j2qb5gvkKHOFxHphwdBgEJc3y8qihwdZCQpJ62h1voTUccffiDJEzkU8jbXRvLFdPbcmVBUhArEuTKQFe570IglefLJ30dWmVAtx23vIGmF7N6auVNpZUQVHNmAlGgjNet51laJgLQSpfZyxBEqLwoCEGlF6ISp0NUmhUHT5a12%2FZElPE5UGO9AVnKpae3D5llVvXAHK0FIH3uE8AXFPF%2FSwx3OdCN6aViMIxEVcqv1UsLJo03R0grVOHRogBCiYVrK%2FqFBPmGrDyXLgr6DxBMSKnf1uSBgiRjCiwL1QoM981XHZnusKIVJ405xXwx6aBUuM2YXS0jaCPwaC2Zdp07J8gxM1KnpWMqNkRCfPaYTelLbBmd97YeNAOFaFOlV29YQn0qIInmIeMFxikX4U1pEusNYtOX6tKZKkgVONLhIF9ZPpxNWGA5fslgv82Lx49LF6FltT3Qp7q4Rcu4hKczn2m1GTA4unFBAkDCqY%2BD5s2dyVIfDeGeBgwDnPbGYXQqwM0E%2FBCl69QtVYbUwkQZAtSB618VkAzCPAs93Ip9qWnBMX%2BRUX0PFxCACZQwpfvNvAMGrD69RE6JSyNNOvRD8v3gzw46n8oB8mFQiYiwgidAyJgrfY1SaNrL5QDEjIIgYLECALRSK49wPmSO8jZLnesJ8oFZjWJyTrfBrNRCeOMoaVxOojhX6WVAhhJ6dvBPZ4AbMXC37YPHBFKUgA7t8mCk8U07mFgWg3wbOZDgsEZBOC%2FApoLJL8CzpXhZuoEh0ntzsvrUPhE40%2BUUkCAm26DxGMecbxuJ%2BpPJct9BZL6lVcWLmHps6SSRwqmRJeypwrd3vNnIawZkqBn%2BumMrwB%2Fc%2F%2BIAx3X3Ehjr%2FzJIVUK8Luxlv5IeNoBQPnIhvJDZfGo8KIpLh8O4iRusiuQOtytJ61yCvQUGFmCxEEliRlQmkN5wrVLkx3CUrlDG3ABe14lLsoysj9hXY%2FTJpUb3tCvpw8Ez7Wb20lfIScq%2F6wGFIrBkgzjtNLBoYqAgJoKvDHcdkTRNbmMKP7Fha6v0z1qPmfqQzKW%2Bi9g0kSWn1vQuqaJyaTAX7hrJwJgfaPjJvb6wXroHZRAD5NH2E2KaWtBw9TGd9mIea9%2BPrxlBpyjnQhg6rLogT7414uB8V19PPcBZUhnNx%2Fhr1%2BtX%2F1jKG4nnHv2EtR3VOjo9oWEibOHX8508Tra1pFg4lnAwoQ2u2JcsDi7diOc%2Fuhvd8qexCvYgoI6m9VYAg7Vl0PRXiuCdgHdKDIIHG0j73u07ULaOJJ60Y178Lsgtd7zYdOUGlMCYhR2Uhyglt3KUjPCpM8MKjVS6OgTHgqD1SSQ%2BqhzInvSk8VzFP1cI8vLxtdDvH35uPzMi4mQtJCrVUqhBWbQRke9Sjt9laOS7Y9YqUkXldpaAoofKmUNsx0D7eYLc%2BspsKbO71qdmmaGglAJjo4kj6XlnIWS1hQZORC%2Fh4i%2FCdcbaFFuxb0AYMJ7EdQExeIHEdPRtCxVECvtxHzbEyldDvie9cGKwImUuI0xEL9W%2B7FhefRJ05ePV427NJDYmhOCwBDNBP5LrIiblD6aw7pSeWFA%2FlDoWYMm%2BZEcF16VDdA3ALq7hDBlLUzNTL9AoVyczpCwb7xHucfK6T64W0AnDzYLg0HYWadOMPdoP%2FlliqiAlAWP4rio6stY02elA%2FLOPBnEr6rsAqtMRsS2g6HJtNANGwpxTdZEP5Xt5mE2gPs7dE0gyQv%2BFdd8QTBEqmAeMHtNnjBtKvg7KmIZCj9303GT9mWQXZxolBupTHIhJT%2B0WN7uu1FbRp6NnSRDIj1aXRJD25s%2FAD5%2FIc2OQ0iDp7%2F3Dbv3Oa8McFBhXrPpAKzhrFANFpcnLmEVTXjq0MO5sJAPVxFbMh93VfD%2FDppG4mBzXSgVfXJeWNNxoKF8QTwcQFXwQPB7QLE2PENdF%2F4vDL9zn0ZgQ1i6Nyr35KAwetsESlUtEENQbCFOeUFb9lg4Q%2FW5lUNo2fsscGbWY4T6pynpP0Krl%2BJFEfY%2BGGHI3aj8aBO0K%2FndAEPa5FX51Niq7CEOhoB2hSpGAgBT5%2BuzxAMzSuVEeQmZIbYew4tM4UsHYdZtT%2F9ibeR1u6rlX6lBQlSBT6LQ9YUEAgmAxLkAKQL9PSm%2F3NQF4w7ZvdqRqMJ5DYZh3j3I1rDmyXyti0llyZjkLnoPtHHwZd%2BfwWVz9ztMTMCFjpKBVWAdcYhRV6wY0kRv47nqddzEhQvXsqNstE6GNiLTd8iliAfI5vfm2KjfTQwbxz2uFzaUL0A9VKWzB7VrWS0QvlqVw9VCXOB6RDSgbNtW05PB7pEz%2FHZkv%2BXQTUD8mSQ3mJk%2FEUe3%2F2ixiuDVAOBfyIscXixo%2Frh7BHtl5KSBigokAOClzsk5pj5X5S9GLKgu5AbQNotZBWU5zoIzScHQKjeFNr0MiX0Mp%2BlHmHKuaDcfU2H%2F%2FhJmeXl1nPE8E%2Fk8ULZ%2FCLYtwJWG4CHI8h5ySfOAFbkRVFJyi0KYkQ%2FfhDAjciw08ETminGEMzG%2FwOERVW0AEslZEl4sfr5AYRKGVSMzkDSQ%2FnhkipQ8y8EF9ZRGKCOxRzfpNMubhc%2Bs9lZBHqNegMaRLozjP%2Bg8CUsaVzp5Wd0ZI5SaeSdNAD1HIc0vTPw7SLi4Jpa1gGgtEY865KzsFCn6I1RvKT3r6BVdYGsBPWdVzeLfbxKi8BVQVzd9f83goEpezGYiAXT8S%2FpW37TxnZ6f%2Bog248Vvj9otMMAmzAfvCpPYmXIx6ZAKAwBH737j2KJpWyuPMnFIBfqRrEBYiTiWVjvdx5T7k0dwFjgjLrLVm28m%2FXLNfjkSOzkoh3hangxcOjvxzVDIGSxYBxI9ak%2BDsrVTPAlMWZD7OThbuxdkWjCtGwtH4QzQdpmaBsHV8Yrg1iAK64TC2WMbQJAFFciwJFPSRQ86OtUrnPSODgRE%2FhD4qWAHDlWBDy1KPUCEbpodyyU4TnaIFzU%2BtJJAes10UhzVTNE6fGDGUN33wCgAZYoIz44wHk6fDO7wGbAEwmcVQg1HGGByFjYGdwJD1joA5AM8olCJ1LlTUGB%2FkhlrmbJbCbD4Uj0GZTy06zCTjOeVkJKZzqk0nE4%2B3RmlgDHpJwCwwZKOl8SEEH%2B8TQK7R6TiIPAy%2F5M08zWqjpXg4KWF%2FMNQpvipZJ4KZfGsivxCXyinAY16NjMD%2Bkgtfc8pGpAgSyN27l%2BuW3OjjOCnldBAJLpzjAYdBoh3b0yuYkLj7c6iwxR9NHW9WBeGVYjvaTEHVq2t96HA16vtKz3ZgtNuJgpjnNZRGEjbmQuiQEBJ2BdgHxFDqf0F1dQJcS4sIvDHlCASh65anDjgr07Qa98i8Jb1rAbSdOOz0cM9wlKXm7ugzOMTmi8EbeTBIoHrudZ9RSwEtADDsgyFwnxyfzXecDzLGFMmkRrGWCdnWVnSMMcc4cl7NaF%2Bt%2BgTHgy9s1SV05LLaw7YYgNxNKt2kpiEgpahsRp%2F0tarSWdfS3AdWYIAnrT68WTwX1vtPgL7EMcIzmOpOxL7oZh%2BcoizveUkJVmjedZZlkwkno1E7%2BjVJIoz8APlgweTgHUL%2FGciPnYgtfrq4TtxE4adiNQ2ZgyJHWYWmrMlW6ebFkPaAUwzKsAhoGXxXGRGKFObHKQOqFOnGgkyLajFNwhUa4fqva2yI2DlREZ6p0CNOGwR4XCrS4K3SH8pDQGvZIaDcMPtJUoLRM0owJ0iT9QcdRK5IRIIpAOzsUotf3TbAVvbQH8n5voA6kUzw6LqVnwPkmnYxgJLYiQ7hQYlEsYL4k5GCZvd58ypvZfwO5t1fXMTj11hE8GuAZhX78JMPsK%2FJ0yQqDPk4Z%2BJbbXS1tia0EBwCjgWUJsUI18clQ%2FL%2FH39pOY3jRcZFFfW7bC5v98f%2FwQjY4osg1CYvJfYmKVWbiPLEpDvlTEGLjUbCmh74cUqKtsVVr9hspTEdTKrKSRjqUHkhwgyUQeNizUsUp3cLmGnOoxPIuzYDGHFJxwclXasrQR5Pp4%2FX9adXL0zyaNRcp5govE%2FKIiLMyYKgb3rKpuxbm7t8U7GiR8qcIvzarYOuIr0z8D1QgHRWmwQj1jMXJlqpuDBiVUQD80Fnr7quJElyEAs47dXRoms8yEtA2VxNaYbJmUQ%2BlsKhyYLlk2q0QMXQSsMctgTGOka0GYae3AxbsfNKwpf8YnyAYZzDx20P8xvD5aQ4OkVtbj%2FxeO9gPGmBGT3BiXsWroQWXXm7Mw8XnUAttSlNyNEsqWLOLy5MJLmMa9m7Abm0SuOJF9RWA8VDp5xMP%2FI6LaAKUmkqt6%2Fxs1XyWrgcDo5hjmvshCSHhWpwCludJPk5i4bpUhqFw%2BRmK4VAI0O11JGtbQ64l%2By0LUdW7GarSUUwP47kW2CYDEdvsA%2FTXw0I4OPf2SvJ0FKjn7aZxxwVp2xjhpWMTDxaZMkiOxaFFLydXq16fefH2qVJybgXVpioGcKFhS4AjNTEa5T37zLo22Qv1apFD5qUjB9w8yA0vSc2RMiA7xIsRIGBTWOjHH9SZlK6QJGru7w%2Bq2GoC22fzSVxkr%2BWlT9rAABqi3RiLzDxns68PSEUIxqrqFw8oMUhIeL%2BSdTHAvw8M5C0b29DIIfScMQS0TKwvPEq3kAQvxMTC0D%2B7tnB7QNRliGiWl0NuVnIUY7QMwRkP%2FgVT2WDBX08%2BWLDc%2BiW0mz2CZ3IAvWqesMkIe3lWqMvUDL5Q33McSklm9U0P9SHgPGGVlX40diyUBp%2BpfWi%2Fh9sKTOvCRCj%2BeFIWvUXobOyAxrHlhKFGhOiw1vyKUiNMgN3k9No1jfVEpQEU35laY1OWX0u%2BF%2F3AcQq9opTw0RwEyxVosGLDgIkSdn7hs%2BIHrv2jR%2BJUh2kADlTtyX8HxtYxLUhMLj3%2FFpJAhfxzoRspqTIQicEOQtI1iv4n0xi9GiED3BLS%2BriXyEyU1v6KfcGAWCaq%2FgQ5kImR6wna1UoP6KtpT9XLI4EebxCRQriHsHkCOgDlZM8hJEHcCfGIERpbdeZFFHtE3lBjH2cIQ5p7TNVfRTwBkflxGhmddY2YfZbMF0bFv76YdpbH3dxSKmVVsblZW2xdvOxqSIQqbw536IFhJKhELagVlMG3LQqHU43e%2BRZjx4BJExsLcLX1oShyJFvhFevBTFOUF3Exw2yNBWwMCW5QA%2B7UmPhwM7AMOXRddPg6OxuaNAmiDYRKlcHo4FwUeta%2FLSOUyYddHQi3OFkb4z35KYG%2BxJAOZ8LTMyJ%2FCgARNXgZ%2FC%2BfKy8W7VwKPzhRpDnIMS0ClN6sPMpa421GfuLwApsG0C4FpdCsaLM0NtsctgKVSkeql94%2BXUmITqdGBajY4m4NmDFEk2HiFjYtNLmZSxNY1QM4KakEvIQIFts%2BOJ0QCRKvhCmQcfRAjN4VmYgb58CBUMiSUpcyuEfRFZS0SThDQPO4aFcJiNJUvlFdO0s8RaeSdpOSHscV%2BJAIchHCniOYTsEqhdLZtWVSiAw6hEDO7LI4or%2BkXTE6zB0CA9o4NUeZIpS0Fn7Q8lU4X9sZNCO0uPfjoWqOaqDVcbxBJSAs8RV9IcKmOPY%2FLDUnXDLSYfFT1xyNTWRLKRW0kFxctTIuvuU6R%2F%2F9ApGo0EHrqGH7dEmsI%2BgA0UXpfNwWFxUHz9CYK9toXP6IlTFRhuGh7z3bhwL5qzzoRAF8dkwboKslbtuftJDrshFMoBNaIvpSXyAFRCCKFOKEkzCkB3NDQB2qtV%2FANwHNea%2BAUDr6WWScJazRx4glReLp8vQ8sFtz%2BhqehlJO6MM5NMIc8%2FkWnwbE768NqCDKBi%2BpY288WynJ1CT2Kq9%2Bo6rhlUpRatsVIsacJhA%2Bq8M9X%2FUQMRZhshDAvsXwlZfxDn%2BWCfyJyLFA2s54on9a54PSC3WgchQWZLZgEl8xGrFUqCofhkvqYtXjA9XyewEKlnAtD26XlSvqtdhXOT%2Bi5BrX6S6hHVcqbZ8qbh%2BEzffUpCfTG5HULg9DQQaQ6ENkkq3DvUSAQwcxh24qkmtdRoIMDxOVDdy0T2w3afIBABsQGxnqJaAOY1gWawTUuhslaSivzrXaPcRyGhUkH0R541UbNvLKiY070WOGYY4R%2Fg1rfKhHcjoV4p45o21tldJXmpG0XsOekNlYucZlkAWkVUHtjkSeUbdfBMKrGATodKL9arS5JFVovaKRlOWbNJIS6GHxuLt8CX%2BBYQUYDfxlQrQQhL7z6vChINNDAVVN0rXxaKjegwIPOJf7rXfHBBHGpBNpaeLGFXCBrWAdpIwF6mcE7pE2z4HdIxcWkU0QA3TKjZQ%2FPNc4VwWA3OqmXuoleHBmMRLsU3ENaVgIpVnIWvBLVDYNLzVRdIefms6mo9VoRQZ6cCkQSOdK6KDkWEMZkQyIEM6QUltTfQ1xFpxUL%2FlFho06RSy0MhFQCIEh5FrTToDEgpZU4QcT%2FbYWc9XTPTTM6ZiDUk6d8MHSyFOgi3cE0Oh5I2Tv%2FThHNjxg7A0zwweFEVnLpE0Ai8Q9OWYcdB1zNKwLEBtxjc45oHjshf4AMMWhwwRhRdBnjEU3iL3TIBscW%2BvDMwGJnW4omSkqIJxsnzyWwZBg9lQCsSZ2CK25fZnAEtrlT3WZ1xUoqsQBEiEMEmCZAjQU8EhBFQSUEVhPwf6Ekh%2FQtYOKDqg%2BIfAJ8CuQ0oaANSG8CrQwYJAhV0I0D4CXAOIBYAcYMUAO4A0AuQNYAwAWgJAFzA9A0AgoIOA4ARIJoBoDTBVATUAVA%2FfmHjl6j%2B5Pa79V8K%2Fh%2FQfNvjz3P7ler%2FHHh7%2FPw68DnObsHvPy3cPPA5wScuOB7qBzX7b8SuTXQrw88fvOjUnszbV9wOhztB3%2FrTR53FdNbVFq3a82jxmuwOcluBDDjLjOjALxD3%2FQiP39Y7a5Rt0oNm7G8V06nAGXPxV3oiByNCcCfXAkpuOrai62YwdiJaYXnQsst7b8q9lbH1AhQ4fOtIhMRO4kqFfJyARyYkd8VFgh1WJGVCPlA1ZMLjSDAUNwDDwkxBcqWcEmILYipcSYqtCIqlSAqaSAqUCAqkjRU7GCpiLFSkWKlAgVIxAqRiBUbDiowGFRIMKhYMKgwKK%2FYQV6wYrughXTBCtmAFaz8VpvxWa%2FFYZ4KujsVY%2FYqr%2BxVOdCp85FSnwKkjcVGeoqJdRUiaio4xFRNgKhy0VBtoqArRXysFeyurkV1bquqMqqonq%2Bh2r6EqfoBp%2B%2BNH3jn%2B5M325m%2BzqX6%2F4%2FrnjqtKKqtoqqPhqmWGqVIapJgqjWCqxYKqxeqp52qenapVdqkp2qOnaopdqh52qD3Krsbqs1uquGqqZaqmdqqVmapLZqjdgLkVYtPvgiXswWobLWxLWyK0qjACE6uL48VDS74vVFa9UPr1QitVAa1XzWq9S1XKUq4ilUQUqiClULTqhKdUDSqgSNX2hV9IVfB9XkdViTasMbVeTarwZVcjKrSZVYS6q6XVVS6qiXVCBdUEF1fgqrzlVcsqrdlVbQqrWk%2FZ8n7Vkfagj7JEfYwf7Cj%2FXof68j%2FW8f62DVWIarWDVaUarJi1YsWrEC1XsWq9C1XQWq1iVWMSqMBKoqEqhgSqBxKvuJV7g6ucHVwg6tqHVrg6vuFV6QquaFVwQatsDVrwatGDVnAascDVhwaoyAqiv9UO%2FqhL9UBfq%2Bn6vB%2F7kf%2B2%2Fx%2BtVskpnZEuCUxHC%2B%2FYuIK6NNKiB%2FEzIk5DuCcPq3Ew4GQBYmlqw4gUEVMiRKFQwiMCQcTgAAAAEDAWAAF5ItM%2B6bFophhd3N1nA4zIKh4NARWfqCooqII1UQ4kBYJ2AQsGyO2lAp%2B6Xiqm%2FCkfz5urtugisAuGzxeNHQh1A73Vh4dG0%2FNDkMQKtSO%2FBTm3DojsrbF3jq6kKdaxNxwpKvTKteAnM7mCQ85oHLN5AxXtO3FxElkoEAFo%2FY7SdVN5daSO3q5Y%2BGBpQAYrusw%2BEY9%2FXMmtYT6y1gbXXfGgzHr8ic6AN9hcvHwEYELAoOjr69A1yaVwaL10euR3YUZUZvQl5xZXoT8YeJLqVKFrjMLT83%2BN7REmekLvRn0TLh%2BZMzVhvjjOcuh7%2FDGoSIzhcgAEyu2q%2BgmErl0SoAyvHf0gOOHkuRFZQSSkFEDSG4HCQ838BiFt5mdNnEIYrPlCai6RoN3%2FEdkyVeA7o%2BHQvKrwD5CYAAo2RJZIeP1xRy%2BlJaWuskPYYJ6GKPdNLzxcio1M6LXHJDQbx0X1i8B9YnLsQYerRiZjBe%2B2alDqaPIASEoxCeRAUMVuivCDeCNo43Zi%2BmFz4viBZJrJMbwxhXGCv8CUG%2BGpgMJzaVH06hQdq5woKyZyKYDByVHQl05OpUqPrSuURMAxrqnfhkQENbMcnlzk3MLnnmnljBLSdHj488rWP0ithH7Mq2sETRkNmgYc3AZSu6gL%2BCk4IDhPtHR057XmxZs5enMzU7IR5rdjAD5bhqPdP0mGax4%2FBC5rzvd%2FNmFSTuivxBTftCPQY%2BTO9CX4l81r5FFfrkZ1yrTcaX%2FE35vu8hUNdTlgS2iD0q93mIVdiG%2Bzz6ZoWvKaG4axR1VGYKVxYs%2FhBQR7uUeb1mU%2F3VlT93WVa55WteFObdmuaGauUaHua6G9Lh9q5rpXj%2Fwgi3iPylvEGKzMA9lXBUjbXHUnsEBSjM4dcmrgF7f0G9lwAQt4RLmuXHbpvBr9TrIO6tAdGiB79MRHozMKD8uVjof8zfR8GjzHzhs033A2Py%2BejgTAGqXxpL%2Fw2WVk1lFTJqz%2B0kBeRuJCR5GRySPRQSmUbztwmWP9kLIWUhlXSVdCicr0AP0QVDW1JhE6NsgqFunp2ST1zYgQv6Qnhu0JlL3GiFmbc6pMG8mzBJsoRi1z3Z5NTM0f1ndDFjciaUQqsNg6uq3fi8dFUAWOQGs1VX8XhLFmvpemPhnFsJ4EJp5fMYZskQQsqfYfD9NJDx6cnQ0sTSuR2L40hG49L%2Bmrs3RoC4ghACgxYOijJAtdpXHsZI0rFXEhZYgy3algwWFOreuLxQmZTNtXroCxgYhVHmAFChJHArQSkYK5FLPlzPCQ38AzsClDlC4ke6RHiVatgqkBMcH5a6mGXLmcLkgxPCTi3IYssNhBMcXoBJkK7iAw%2Fq1cJO27YZZ1dgwK6TjpcOKZhOClzaJK94ByvnLhalwYwwHNGbpKKrMoiCUVvMU4ZDGftbGmdYDSWM4M18njvCm2QeRAFzCJCDrWq4fFsh0jgTZAy3lAyEhSb5p3l%2B7zqhPPDOxcQ5kAj9XEi83gCXQDB330FUKUN8JTMzokg%2BMHLm0D3oGAQxNjGVUC4qv3mNqY80W8Wma%2FG%2FRJg0Pokw2Jil%2BUKRbOEH5QZhYg2DwSICOBEYPtpPgwWBiCfyJ0YCZEGKrTfFYsGyw21JEW52PoQdw%2BSszylGkFpTMhd5kWLnyTIQai8z1ij55qLRN75GxKwkR9E1MhMUCbxmmw63GyiBjM6OORqQNMpJtSUqMssFsiIRB3bOWC1CBqx4cDrtymvUnfKZrNpclIQX0iC%2B0SWyKIyxEbrSIkB4ly9nnkYJu6fFFI5UkewzCvGzpCmkfDtvWO%2FvOQBSKG%2Bw4WeOGpxQqahRKjqs7pmglalwleZKZnV2WNi1CBepIZxSes8CtZlRI0GWmUOVcYlpvK0hUKRhWaEyXRViM53DzUU8eSDYlUJQqDMmUYc2RuqTtfeLBUIWJzpxmeJiOCoAXmCaSqYM441iWisAz0U0EQHSkfuH3o9uyZk0g2C%2B1Huy1lYiCySpvTSdjMKwTiKdQVCax08qRNA1Vs2wiL2IyamfCpg%2BlZwXvOo2sB1QB9xIdX6Bj6VzRgd4UoHI9PenyASnBA8k3EjsE1S2ipMclWB3LPJeWzSHOikaNhJsFX5zoP45XxaGhDK%2FpP%2FDIYztiS6vqMPACWcgP2kpZWjOfJBHYRQNI4tp3WUQGWpE8ZqoZEFvYJaFCTkUJPdTqeYpTEWodgDyHYOTQomy%2BoKxLC8BtejPZfK3UMphCswZ56qASoLK60kVHNgZzT8%2FUWcqkls5xsQ57uoPAv%2BCrnsSCROispXTpjPKe4ND10sCf%2FElOsPgR%2B1K2fX5hXhJfNGzBWCpiE4EjGUBgUzovLqcdL1yqDbTutsHLe0YqwBcpKRqcP65%2Fvot41Eg4cbCrFOObHzAyIO3Np2zmgIymMqrmdZ5wgWiOKMA%2BV8kKigbnyOAnZzQK1uMozbw7SBWI%2BtpCLJTN4yFsnUOPsR6JqbOmnG2mYUYJV0I%2FFDRgDb2YBKeBAzYRv4d82IRIjKNJ6kthxBIf4f6tg5Rewqogb%2BBL89Xa%2B8Y7mPwJBnr%2BqyHL3Me2KqwE3nnFG4NiIrI%2BvziW0DG1jcQIHeE7iAwtWHXwFYTmEfOmdkgt4Pr1n2vJwnSQymN0R0NLRTgAHjDVSIfITmkvlvfz7MU64jgUChw5hCXsYgG5gXyQ1osKsxCRhvPgsghFG5zI1CXCBIAwKkjyKLeqBc%2BfEUFiCvfGOta3gR%2FU26my2RNT0gywIO1yxoMTM8Mlfo35lpDQ4jfU18jrE6QiUumMhcIndvm8iDoRH8amzyNFXNUKcSoCnh5AQYr61lElsUE1avUS%2FnDanpv%2FZFa3VH2JIq5OrC2wDxYOhlkZf5BIr5I2JAQY6MewSa45Ob%2Fz%2BEjpgzBQTlG3AdVyHpu2GkjfOxGCSQ%2F4KBsYV%2B4WC4tHrRIEC3vi8DWBGimk2R3cQNWDhpiR%2F9KQZE618tdreVPJR485XjWwoxbnLTn6IZ4EjKrhRraDtVPs4zmDldmpWjWM5L49vWKkkh21cJ0GELX5Hje5CUKJRNkIrvqKWk7bw8b7gYD5fEhk7VgXTHJI0UsIqSimKH3B62CsLrQWXjB%2BoWwKWamDL6RlAYnwhMdNFIyfJuJIyo2hI%2BRLmmREVRHaJdaBYDQo4bDl91nK3Zy7hcqlXpT%2F%2Fg9jl5m4DVYTnaJOAoq7zjeA2QzPBWRnDjFKG0AJybS5gxwd7oVkVIAgAqWCrwA2TuCFHn%2BlQSxm2EjeZemixAGSIByWTtmzQII9iyI6QxlnEfiedIUpRSDRKzAojtJx830mEfqcSqHRLRGSUmpIkhYAfBXhL3h5wRAsiPnzp5CmVoG70nYHSlNBsQEOYNSYjVHmDMCMyyhMYHx%2BhksBoo78rYc0vB6ClzXpCsSQL0xuJj0lRG0q3NgS%2FgqHn0%2FdBeijOqfmwAAwNmamjdRSr62goEAhLCK0y0mqVtUz8B3F3pE3rUMN9wQoCtpvRAK3sFTK3tcPZnt6Z27rdUEcCb1qxd8b7ARVibBsC%2BRyonUCCcPwOsBKtzEuPpnx3V%2BQo3FTRLkQsTzT%2Ft5GIpAhUffp2BuiRh%2FhQEK3waIhUoJczWFQtyb9PP5ODdKmoRpQHa5EoivjH117VzUEyb9h3I8XFhYGY2GgobkujLXrm%2BbJ7HN7wo3WOTojHaQLy5ZQH60wuIar4h1s2FLyTWktIBtEtP6PSDSPebTewSizvHczvHVzmh8LyM8TZbIzBlYhsTDRW2MtA4tMbKoUyaOwZNB0EcTEoAHayrWzlDMhazQx8GCH8%2BXZI4EskKhE1hnN1De89ZjtBMDWCxLN%2B4bn5AnyOhxpTflbO1kA%2F0EGhUliSyMtWT0UMb%2BqEPinhEFYyHEbAUyp8tYuqYDRipLscjyGJA3zbmKdMTMI8V72v2ZQ8R1C6WY4qjndJBCREkDNEWaBovAOsU5JvqCCECn5%2Fq30Wfs27Q1NX3PB1CxWQYK4rW6gl2DEhCJLvzF%2BBEKd6LLjbQMVuJRpueMSQJN40n5WAdyXvuYQeXUQsoQDysgsemARNTywlJKFiZeuo5AiRfoTmTq6hkwijNVgqADIQ0SrFqBN9hK5RC2ZzmikwVm0CCZzso1HPlzzN0IP%2BQCIQZ%2FzA%2FJ0cIiWLfbbDGvgdRmzRiOWxhWyl0iXpQfpiIVEQuNo2d7rj0OZeiVOeay6x5oKlhwZCcg8KUij44xrtH4IX6UM37YQMPXh6QvlpkcPG94IVYA3iwMJ0L8LuuaogTlCTJsenAjL0PQ7L1Pi8hmGJdOqOJeVo7ECLPOdRHN4hjBEITrTPlmX622a1Nkllc%2BXvRIMYsWFbQasKlkKf0TuoImAklJXaN12zLmMOiREi6fUAhVGrkOVhqjWR2eenOmgUY7GLcmbnAqWpftrThQTmBEC5zJQBDcPyN4AoXnInBM2UJew3uo3Osd%2FVotG4JFRB1dhhN21R2ig74o0Jw8ZN7VnA0lWB0lDFZ5PDtyXLlhvcGuF0S6Wr3U2CqpnkDjwB2mBQdPGRuL5x1IFo03LEOsHEh4MKRvE9edrMh0Snaf0cShzOIJdiyBYWbPeMzTRGYsBHAfX1laNIl1ZVxzggRI5m51PG59wVXQ7HQGRYRRnGy89qI5okgmTpsdUtZgAxPvJ%2BWcqIbSWx6tf5yN%2BuJkKOjROUqEcP4y6WDOTFIXxQkr7hHBS7hmbyT8AljD77OJLW4CQGYAb2Pei8bNTgMttEECV0uBXZksyIJd39JlDyojumSt0T2TM5i3S2cviYGBEzQtmTKzAFB8QEcXkZq4YmJ%2FTDWdYLS0Kazft%2Ba%2BC7HwNZAJaVEY3kfqPHY2SBxchsqiGqJLn5a%2FmjEa8QgmABHka5AWJ%2BG18I9w3WjonkFGEwKhtgp0j8YPUeYEncSOLNhhwVJnEiplRLfp6lN7z5sAMYVx%2BA71pVUbhIzIaaNzUbAarADBLMSSoXqKXumbEiOijClhzIbSA5gGB2qtutd0MjQyWBaAzJmfqki7MMaEQAOCXbwaXixbEGNFnHCqmWg8qjxIZ0oeAxEPKD1A7yRyuS4AIRwOrQJ6DxVHVPpAc7aCkBHpHC9GMxBqe9Qt62zjQGJy9sjB5efNIj3%2Fyv2r6z%2BSM%2FzuFE0Za9wOJ37u2rcQy7P6SvWZqCuEJKtvjAUTarXAcyMQRrVOlrD0HTsN2KDiUivtwmgj5U9inAK5%2BC4IqL6iNHhU7OH98NmQILOWxNwJiPwwlnf1QAEMLagJuGLoYUdlqBRDn8QcRAg9AuLhe4myJn%2FEoxUfepXHhZ8Dk0BKaH6znSNmNJJ2IRdEvxoTfFkKRNn0cEvSio6ek7OG7AZljFvqNgRejEgmOwp7toPkAA5CIjKCsWmYPIlxUdVDDj%2F6UQEQZwMPCocey9jKiCj3ryLWjtGlYDdewTAsT%2FytgOZKoG6jDf%2FUzE%2BDBwpk%2FPx891KJ7wcBDtmnc4Zr8PjCwfnWIE7Tz5Wh4XZOloMKHqBYibF9JCb589kpcmC6MqgAH60Nwcj%2BnBhrvYWI7IfIiYD0IThyXLu%2BBjtuDKdFNmVqTy8ELHUIcco0LUngtn%2BupQtGnWSsHRGOZxzUOEULCoCKWugvY7ZqEN0MDmNHqeKtmwQSOPoR%2FZ0KGKGB2wdDYj1CrZsodEQx2TukU2%2FMDvJyPuRgDSC80jH6IO5DbRYrS0rIXfANDM017avY1V29khrSTX8G%2FWm5HQ3j02j1MGoCeHm%2B25tIebrUOsJUhfKhD0EIEeXj3%2B%2BQ43UQYWPGKRd5tI6RgOxzkuNv3Ji8YcsIU0cpJNn1rQt1eBb5t%2Fe6vSIMsxyrbVRxAHaSs8%2Fijk5AW1W3ajQf6DP51FkKbjEEaQp7ThQOL8pUajXNZgjP%2BAGWp2PntYtYtaMRzL3lOTlAMAU2jKG8l3wMD%2BbxPb8RDFLiiPnwnwm42DzJDXbmbGIZ0jLkON0Ub4bgHg3f5pBR%2FoVAu0YDFztE%2Bzps%2BP3bAAWSgSxlY2S3LazAF0KZAmzACvKJ%2FMz0beXxl%2BeIEFgZCLRMTD0eI7mFnojAK95ZgCTCfQOybhXCo6576fGouBIpcPFCU9ALkeU0pQaG70p3LmSrRNvUUN3vI9R8lCXjgQBKD9twFivCVAT47aBVWQPv7zSwNj8Un%2FSFG3FqLOS5c%2BWZHKZKVGCPSmIgHEwoN5C6HgtxiaB5%2BUvBrgQmTbO5rMJ%2BCuldZzfzxgdXp9XgD508hFWCeR8zw0tDDW2xoicZACrgqgnQ48NRFvjGjGQLa0bZ%2FYIPRHYC9plKdMERvlMGhAQeqDBMhf6LZGmyElMCwEIYOo1BZ6PH7%2BWHUp1YWZa7wqK1XoOCvECZSwoJH1Mkaogtg1cnvzmDI1q5S6K8zNTnhUkglWVoNqdHdJkfg0Fxp37eM%2FnNEjkRlbYvQhIWSCHT%2FqEBqUlbxYgGY%2BMSFSRxt4bg1PVnRhKNZIXooJOn0HVNY%2FcfiwOh4kjntxHmybS7MJkM71QCMhZGbYSMrJ68qAj1YN82a3v5utE6PJoWbuOva8RkRMPNZOJG3h4NcQ9LTUNP7WRG34U%2B6pZFDjhFpbJyEq7ddJp5LrxHhOcWeKH5m0I1Q2anhxKm%2BO1yIfm7BGh7B%2FjqYiPKEBJ6cFrT2ZB6TmSyLIpnTVkU%2FYqVla2WfZcp7SSoTzv6vLYtG8AgtXlxfWZxN6Gzmta1EwxIU6yE9s0x%2FZlSkSYE8X5a7%2FVPKA%2Flig684F00nmacRk4WooPYSFBnHTa1ebr6zgD%2BMcOV4BeWlJJLrL0qnYZSAVtBA5UxpOASkxyTpYRBUMiUqxjxU%2Bce5iSPwywJQRsno2JDcLSzoQnpUALmNJE%2BWSFPdsteXHMocr%2FC0IqI26humQ1wKQoHcGmUNYBVwIFZqI1azUTzdFmIOugxHeiO7FGrlsIVmnE3L1JrCuYeQCJCpQc%2F0JCGgQIe79NvrOoYeDQJ2REZcyhK7ihxb2NeHkVj0aI0LIicFJjQk21YaBO4G64TBu2IKBTzYheH2CASyWnlbZNFDbFlJqA1Q4kIljGpwnmhmXbOSQEgWsMmsHkBZYKRUWBv9HZZ1N1JSN64WPlCBOt7zqAJMKpczyNBpzQk5o%2F%2FxDjQg86ozQyN4waltVoDaLJOfWjYqewlULt9QO8N4AqlP%2Fo1ZIqJMaZ%2FORyILlDFoGoeY2%2FswI7MBMVXSMJXCUeRsJjHIU6kNEsAqZoBDoHo8Y8pZtM%2BGL8OLfcPdBbsbvRZuDQcyyrZ42OoTsMJ2GH21od%2FRCfgHrkeCyZfMOkWTSYgXtqYxGIGLcI5gKg%2FZR2xnb1upteR3rcNGITv8oKHpUWdLK9kIZlFfEtPUNAgnOY66o0dWYJq2a0UT3usCxxDZm0UIViE7Q13vLoyXH6VgLZoJt476o2dZ1DSsnihertfmTnTdREBRHm5ASIGxMbMSITKCmV5fMqgFiewxFtxqh5yfCPkmlKNcrJfmvyKlbaqps0Oa%2FBSPXk4FJjtWF2wOHfpFY63qA49US3T180HXmbqEjYsSpRFkkOVMCBH1C9JAJTRgjCWNAjl2MSA%2BvZjADldAJGTIoWBOcOEUI4qwvBSI4hMj8m7WHoFosA0M4Q4yS8XtN%2B5emVGJDGqX8D5SVbE%2F0bWETJRyRFYKQ8umFTkY2ZnV9Lz%2BVW9hgHq%2BHYhsrghzcANy%2B02yEIiJuDFngZnEHSFnTnqDAicaKOgtLZkRXBqGS3bgcqBK6B%2BmV5G4%2BxzA1IlYTTtL30wAPCkFZuhlgsViFEnA5Rg4UXmBbXBAW7JuNvZlXTVsYDMV305DdUPX6QyUFMwndSexwLkpBDsIQ4lUnD9QoEF8QmpcQk8FJckIIkVwvETqBSrIvHRim18B7iqFwNCcFoUKmSj9cSfX37WL%2BCT4mAKH%2BS76AYlpBE3eYErTSL68qrzEKiOZo1mbN1ujQapDrmTWb1s3iBTeQMCYcYfVeS5ks0rTlCPWr9AjV%2FbgZ8To6s7qOr3%2BkRUCKT5GAAUzFlHOkmV3fJEImmhCZ4S5ivYOcC3SUx70Is%2BgfKTQfQBsES9NEX4x0WTcQkWV5JKEJNl0UV8pDmBNnC%2F4qRYIkjLTUknCCTbfLBLJzy4rnSGTntJHjdpYIWlqzxK%2BG%2BRBy22IJ8gMQIibkjgh8Y9Q2H5aenHLwEJg2iDmhQybR8G3gfKxBAZwppQkDi9rFMfLSe8Fgalu2z9mKNwe%2BF24HWYNjNI3zoQfXsIck6YiAwCMhAsEDMvxfp9PxAAxF94h42eFp8V8BZxS3g%2FoQhPG05yIyOc5GxA27VgPq%2FN9uxGcdZCP9PAWYlmmiIlMHE%2FRj3IzE8YKgGEh8OmOkN4KuO6GYyNnRhoWNSgmY9%2BVfMfhBm7xIwZPp7ggg%3D%3D%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFsYABEAAAAAoUAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABgAAAABwAAAAcalXC8EdERUYAAAGcAAAAHgAAACABCAAET1MvMgAAAbwAAABDAAAAYGenS4RjbWFwAAACAAAAARsAAAJySvAJmmN2dCAAAAMcAAAACAAAAAgAKAOHZnBnbQAAAyQAAAGxAAACZVO0L6dnYXNwAAAE2AAAAAgAAAAIAAAAEGdseWYAAATgAABODAAAiTweHjMhaGVhZAAAUuwAAAA0AAAANgJiWP5oaGVhAABTIAAAABwAAAAkCjIED2htdHgAAFM8AAABFAAAAvTBwRGObG9jYQAAVFAAAAGrAAABuDSPVk5tYXhwAABV%2FAAAACAAAAAgAgQBoG5hbWUAAFYcAAABggAAA3zUr5ntcG9zdAAAV6AAAANAAAAIhLlGpmlwcmVwAABa4AAAAC4AAAAusPIrFHdlYmYAAFsQAAAABgAAAAZYr1LmAAAAAQAAAADMPaLPAAAAAM8MFvIAAAAAzwwJLnjaY2BkYGDgA2IJBhBgYmAEwltAzALmMQAADagBDQAAeNpjYGZpZJzAwMrAwszDdIGBgSEKQjMuYTBi2gHkA6Wwg1DvcD8GBwbeRwzMB%2F4LANVJMNQAhRmRlCgwMAIAC2EJ1gB42s2RP0vDYBDG723aSIrSUESsiHcIWqqDXbvFRe0gBJw6tTgUCx2Kk926dusixc0P4OiXaQZzjx2cnNRFhPiagENdHBx84P693P0O7iUihzLbJGM9mb6tTFrnTWhjSAEVyLfZCgnt060U5UDacrdd3vnYNVWvWlJHPa1oTRva1JZ2tKdDHesUHiqooYEjNNFCD0OMcY2bR0qSr10pcc8S6QfRaEF9Fa1roKElnutARzqBgQ9BHQFOEKKDAUaYYJoSTfKWzJMo6epSPI%2Fv44sHJ9qI1malWVEqsi5lWRZXiN%2F5lV%2F4mZ8YfMWX3Ocud7jNLT7jUz7mQw62ouwafyvj0jfW5KzLLTZkX5EpX6B%2FLXfxYfU3U5%2BPg2iWAAAAAI8AKAL4eNpdUbtOW0EQ3Q0PA4HE2CA52hSzmZDGe6EFCcTVjWJkO4XlCGk3cpGLcQEfQIFEDdqvGaChpEibBiEXSHxCPiESM2uIojQ7O7NzzpkzS8qRqnfpa89T5ySQwt0GzTb9Tki1swD3pOvrjYy0gwdabGb0ynX7%2FgsGm9GUO2oA5T1vKQ8ZTTuBWrSn%2FtH8Cob7%2FB%2FzOxi0NNP01DoJ6SEE5ptxS4PvGc26yw%2F6gtXhYjAwpJim4i4%2FplL%2BtzTnasuwtZHRvIMzEfnJNEBTa20Emv7UIdXzcRRLkMumsTaYmLL%2BJBPBhcl0VVO1zPjawV2ys%2BhggyrNgQfYw1Z5DB4ODyYU0rckyiwNEfZiq8QIEZMcCjnl3Mn%2BpED5SBLGvElKO%2BOGtQbGkdfAoDZPs%2F88m01tbx3C%2BFkcwXe%2FGUs6%2BMiG2hgRYjtiKYAJREJGVfmGGs%2B9LAbkUvvPQJSA5fGPf50ItO7YRDyXtXUOMVYIen7b3PLLirtWuc6LQndvqmqo0inN%2B17OvscDnh4Lw0FjwZvP%2B%2F5Kgfo8LK40aA4EQ3o3ev%2BiteqIq7wXPrIn07%2BxWgAAAAABAAH%2F%2FwAPeNq9vQlgG%2BWVADzfzEijWxpJo5FkS7IkS%2FIpxZJlxfGR4Nx3yM2dgIBCOMIVrhAghXK0CYZCKA0tKSyQco6UUNpu2G3pwoq26hnSQrcsvVhajm0hu90m8fC%2F981Ilu0Eyu7%2F%2F3EkzSXNe%2B973%2FvePQzLtDEM%2BQzXwnCMwKRLhMkMlgWefS9bMhr%2BbbDMsbDJlDg8bMDDZcHIHRssEzyeE6NiIifG28gs9e0%2F%2F5lrOfZmG%2FsThjBFpsgv4ZcwMtPKKExGsecUUlWsWaL4M4rnkGLIKu6qImRLAdLJTOvx5KOpgizmxIIsRKWoLKTEuCikCkXCPb%2Fj%2BQq8CKeO1TYPTzqgjtHLAA0G%2FtH7WplFTNnCMJ14c4He3JAtE8bSuW8W4cydRLFlFMshhc0q5qrCZ8tmC54yC%2BbOssWMmxbG3FmyU%2BgCJCrW%2Fsgo6SKj6mb14PiWupmMUpwN%2FBf4Z5gCs4VRshmlrVpuy%2BJPtaXNFI4ohSOSVQwZpTmnGKtKMKtIGcVaLUtWvFByIWTTM0qBQharlkKRLHy6St2kU3FllXRVcWZL%2FaSzFCuIbkXoV7rFsrUl29%2Ffj1Qs5HoL8UKur9CXy8o%2BOd6bZuMxBytEhahRgrcwn8sOs%2FmcUTDGY6k0SRWLlxleL96WWHzV%2Fg82Dxqfyy1ZFPb3z5npIdcX1YNGsgvezdP6Z%2Bek0KIluWciGzc9Xr26dcRGDhcz%2BeLjp%2B544fwLC%2BunBbxdpw4X033FRVeOdDqD09bln7rwqq%2Bmn7yGwTGpkFF%2BCXsA%2BMtNeYGrEoXPlAzayANRK9wtx7YiORlGH8Pavx7Y%2F%2BgD0sW%2FyJ%2FESEyEUbiM4qjCmBHFlynJ8BMlMye6S1axv39aD%2Bf15aLZvt5kPCakSTxmlLyygzguW86%2Bf80TT1yT7up67pIv%2FZIdWUPeX3H50x885dh49S8eCNgcm5Bt4FXkFeAdHuaBhbEzTJ7IBZIQzQYY9QpgcXQF6VIPsuvZ9TD6XUU8qG6u0L3DY4%2Byp6k20jW2F36H%2B%2BjDjz7kX%2BBfYFjGyLgYRkgAexN4Ffp6MyQZE%2Bxk6b%2Bfeog979DaQ%2BfY7Q84W532zf9%2BsnbgdHvK8YDdXqMFwKQwZibHlI3Iz0JV4WAaWTKK6RCQssyZkHM4AzCuicNNkxEY10qJK0aJCNMpHxV5BYE79iaQUhl7fez1YpFN4u87GBPMl2eZFoZJhklhmOTFhJgUHETW93qTgsFBJDhm5FtvX34SID9r0fJ1bvfty%2BetcljGXBYH7H%2F%2BkvagtKGDPXP32F9dcvDyvkJ7QD65wF1msXLf5TyWseWiP8AANeSP3uX%2FhX%2BA8TBNzClM2YEYuTOKXFWaNMZozijkkCJVFcmFskExwBwAdg9Ionsfx7rcrXK%2FYhCB85mS2wFTwNyvyKLi6lea3PsIIxjg%2FLQetwsQkrwC8XmdxBhLEWB31uVr6XMlW2TSDKzWvIx0CcLFJq9JPXj1zspnXyTu735XfZ%2B8h%2BfU31d2Xq0ehJMXCwLpWsZepP75xe%2FCFRp%2FFpn1%2FLP8HCYAHEmUYEZhDiFPOqqlJo2le4fZMJHhjZW8Dk5I88Xpp1599bVd066%2F5qr1fbOvvWXv8PDjt1w7m3PN2rKqm184Z%2B4CvnvVlln91950Y3nNmvKNN10LtProm8x8%2Fj4YewtjA5aKenKeKPGYiYcrLCD%2Ffg97D%2Fmluv1u9SZ1%2Bz33slwLFUV%2FUmcSj%2Foe%2BWf4pHzY%2BBs%2Bxs8odhC%2FVAzxwERypuSnIE%2F4dY8sFORUIZ4Spt5n9r8s%2FM73Fn33naXLjnNH9sqdv%2F3Cjj984ec%2Fn8C7HpjHeZKPJYdIb1%2FWFyJeY1wiEhlNzFT%2BR5mZIKN3EVK8L1fZqihbK7n7iupHdzE4%2F%2Bj3l9B1yco44Xdk4JoIE2dSTCeTgRmhMGUGOYivlvwtICiFjBLLKaaq0ppVrBklmVNsVaUtqzgzSkdOcVWVrqziySjpnOKtKtOyiH84m0NyEKWXjiNf3WeyubytclbhXSii9pntooS7%2FqrSDO8aV4aySkt1X2tb1zQ81eIqReHKRHt3D%2B5y1VIeBZPNCoIp2NTfrzjFUnMIBVQPXS%2Fz8fykF0pBmKVRcpxzvHJ0f7H%2BD8TN2F76OjB%2BkF%2FSeAnKUhBOx7bWjzC6fNPWRifQMMPMZEaYsh2p15UDtJFkoYwySEnTC7wxi9LDRddHP7y7Si2AOBCtvapMz5ZOonwD8qEPJK5PEmFMo7FkgEzcJ59wPgRcIIVCkroZ38e32fUnOpNtOMxe3LAz9sKJzjAgPSfjvpw5i7mUuZG5C9ZqSoXS4EU5pEOpt5hFSpSWbM0hLUpzroT97kzp9C%2FAfmu1tPqWLFBnFKlTciHTmYH52rKUQtNAUs1aAdv91dKC9fjpKm2AY5tvgu0LqqVrbs9mS3dTyuFcGCDabOgksaSY%2F%2Fh9kv%2F%2F9vqQVEGCneCNjP7fzmfre%2BTR420e%2B6%2F%2F6wWwztbkReMYr9V5fJDyeC%2Bd%2FktySnNVmYOjqpyOY6qshhHdMGFE5ROMaGnj8UfP64PdPjichF2jNPk8jgbyPZV9UY36H7f%2FydRmD%2BDO2Bx8P%2F52I83Hv%2F0pKIoyPMTE%2BA%2F4DsbAMLA4pEgqRB7hsgfHvvYj8rJ6OtcLWz%2FG6y5kLuTn8fNATuN1BTORzUQwkwtJUH3rIAmS4EH1LfoGH8MT9w%2FiNbBWTdANUszzE7QDUAviOSVUVaLZcnMI1ZzmJGg8oWbcDEVAv9b1h7YG%2FSEJAiucVRJVpSVbTiTx0kQcvpVM4GayGb6VqGsZ7TDSSdAyyqwPRHa%2FkhAVd78SAK1DdgUbtA7ZDVqHq78UAu1jH2OQ%2FHiuSSx7A6S%2F%2FxN0Dw7keU7KSXEpnv9YPWResQKi%2FhO0EfUUvAile412X6a0izBnHE%2BzapmqWUV1zeo51KyaQx%2BjWz2HulVz%2BBO1Kw6WsY%2FHDLUG8r6O2I5r1VcFH1xlqiH2InG9CIhRXZGR%2BQdAf2iC1X4ug4ajBdDoouuSUC0L1JgTwJhTBFfJBhh5qmWbBw%2FawI5Ck6lkE2CQZH9zHACnmpm7IIE26wVg873JVN7nBg2NjaVZok1g1HfpBJZ%2F9vj5W4%2BQs49sPf%2Fxn522%2B9V3X919Gvl1SCri7CjiAvU8aRt%2BrFC5pnTkSOmaSuGxYfWXz2%2BBq%2BBiYhtfs2DdLTIE5FKprsdMY8o8rjgmWy5HFFdG4REfRMIESFjBTNbQcVZLIpU2BbCwCRjHtb8iGCNdFRj6CkGDhBxWbWh5g6KwAukWZJr4XfwuZj5zMnM2g0ywoqoszih9QL2VlHoLqsoCV2kp3AMWtFVApwUM2lBDwPZLxX1OKdePrNDqLgUyYFiWVgDLlwRQYJTF4j4umpqLZ%2Fvcpc6TkOE93gjrixDBJxdkH2zmsjPZvplE7iukCn2wme%2FNsMkMKSRTQioJm%2FGYkzU6ScooyIIRNg2oFEpeYywZNN7POvzciu7BWw3dPYZkW6wpkzSmM4bPTZ%2B2gvM7yZcMhi8Rl8yt6Br8nKF7mlG7wpDtMtw6kF7BBezs%2FUZy%2FrbyNvjPnhJtTxp7ugyfG0ifzAXhlMFwP2sPcid3DX3O0NWDX27uThpzHYbPzciczAUc2s87AtzJmRmfM2TSxuS0wPpt29afsm0byEKBKX70Ea8YvKD3j2ugBeYOphzFudYK1v603iwsFalMuSPblwN1oakKKiYqFY4uOJ7JULsVzPvgIVx1Wl2lBM7DrNKGmmk50UYlFAMM3eZCeaRMAy3VVeqBre6s0ltV7Nlybw9e1OuBi3pdqGeCUESHAHWi4CJSX0kalhMPqJ3aFrKSB16obnr07aLTQjwD7aSrfYB4LE6H9ehbVkeRu2WgfWxO%2B0CRyhjkM03a8CRrcRbbBwba4XtZq8Nx7BJkvvbBwXb2wNgc9gBYxkf3a5uavQR%2FBon%2FNdggXUzZTPV14HvQz82HUFc3UT0bqQRMXzKYQPAQOlnNJF5zurCj7C0V9SD%2Bsaewt4xtHduLcoRdj%2FyOAvBtkBMORmRiTBmMpU6CXA%2FSzlgtGwkSzGgCieDRZhPVSesUISIpOqzkV2TUYT32jNXBriddAX6b1aHaxs4A9Dg34o4ylmd4%2Fin%2BKZjDHuCB7Qza4M6q4kUhW5a9eBtZgnHx4JBTwxAgsMOouUpeQHD8ogBcJLtwcsO8R6Ox5LWDnLJwDg%2FMrJIow46Zd6Kty5S8TtgTGLsLT3nwlJGINl0Qu1tbeLeL5Vta3boA9qCEkPg9xE3mEPeePer76gH1fd%2BHZO2HH6pPzAeR8Y3GE3v2sGepT3yIp8dUIOlBaiuwHz3IMAYv0BTlVVq3soQcYgwWlTNDHQ9O6nggZmRhlGO6tIqTHAd%2FJMrFOU%2BOixfJsz%2BVHvb%2BhDw79lb7B209bzY9wSvoQDm6gq4FhzW%2FD6vr6No9FzFlK95TuxuYICQ7LirLvIC35hlN9NuBjhYqK0sCD5KKNYOksosgX6lXDL0g6KcEiKjtRf6kvoHyU30Dtn7z7LPUjwciFP14lSKMM%2FAr2PfPAhQyE2bO0TVID53LBhjYCB1YsaqI2kIKymSzqyTBFiiOLbikiqJ7v513y1Q3aBaVcL8iuffbDB5fiI6p7IE1l5jMTFBfUXuH2WyYpUsRqY0kR4U9R87a88bhN%2FacpX2c%2FgFZ%2FcEH6lMrdlV2HSENJ%2BCDZdWnPsDzKp2uwLQTeTbIbKzxrM6iTQ0sipiAjeuv82UzYgJ8uR%2F50ouY%2BEVF6lfgCDKnj2LicSImRoGhetDxWZJrgokcF0%2FEk8uPHNl1Yq5Uz9ZwoUzC1n0KiE%2B7Lk2AR1xUsWcBJW8GRwKMbzOocjxxUJ0sL3qiTTVZmJOjhRwXrXAt%2F0pA1m23OiqVLOnKVjaOPRwgv0LJpSZg4pO3YJk9PIGGEuNn5jXMe6RhgNIQYLDVKRcEyok2IAxvtnA%2Bf30aU0L55CmE8uj6SAvMbMOJyPQhmUHaJ5OJ7IcRf%2BpJOH8nubsCnFvTmZqZVQy6mWFsxYwSADhDFE6A2%2BkqWTReDQOcFoTLwHu8cgCH2CyWJB%2Bu%2BSKOPGHMXgkPB0SFAu0Ns%2BhAjnuNLUkXOpmFqCjAiu4gsq4k7TqifhU0otsvuYeM3v2Vl0EjYn%2F0rqYWbQFVCTSqk%2FHMdaftZjQdj6Hwupgocx1TFnE8YX75qmVfBOe4Lwhz3I7zrmw34AE7gy7ymOacgIHXGDdYLcUBGReqMaK7HwF%2BXjBYLaCbRBH%2BoLtkNiFavggsL1EqHsx4nQGd6JrLDrApiNFCEt3GnBgVQJHpy%2BdgTsZjKcRuy8tfuVvd%2FMXNt5WOLCSj9HOXdphdj4rfdXh2xZESLk34SY8xsOoVdZ49nh9rBaOYMoo%2FhyIumMWgRHMOBy2URWnXkkMxE80ir7XmUHdPZKmJYzpUtrm8qGxYq2WH2wdbqDCAtMOVDZf7BBgaqYaXBxb8IRKVEnntpfmMuFuOvVlzEqEMHH%2Bh1wnd8tryr%2F0f21us7zbIa9SHQF7LOHYtmo7TCiN2CEalbAjioBlQUgdduNQpDgC4CQ86QIdBBYgpteCqxjsMQToz0Kc0MG4w5xq8SaDcaOo5KB9bVpKulVuoInJsK2guIMWp3Vpk17cPVFZu2bKyAgrMXjjP%2FmEX1cR1XYH6gTiYy7K2rmEkAbmJq9J4ApAQ5K5nmITZYVIQHSTNGQVAe%2FC2a7ZefmGxve36W0Zvu%2FJUL9KPjA5Os0ebDMtPJodPnmtpa7PMPRnJwuly6n7g6h7mJOZ8ppxB6gznlGRV6aPjHAIyjei2DK5iMaBNZ1XpdJWysDVQVQZcJRdVG0qzgbWznUAjmzXUTKVJMgOzU3B5vBxytw3WOifKObFuxQyTljCRxvfTbMzBSh5Rc0sgQdEtkZi077CCQrfj98T4%2Bx1085xH3nj7jUfOqdhMe0w2%2BsauH98mHpCSVtJ1408vv%2FynN6oHtb0r4QvwvSvHXiU%2FxAvVXnxv2NbleIVfz73NGEBnY8SoQTRESQHjIzJYBSkwczWpzyo7dsyv%2FSejILMr6pMNh2q%2FxW2mv%2BVk3AxVExyHUL6JehAEfz1RABtDSIGYrf%2F2gbmXXjh7rfar%2Ffnbnv36rX2X3HlPbfy%2BzZ%2FN%2FZX%2BZogZpHEr9BKH9d9G35BHEzwRGB0PrDb7XD5ZW94Jgwqcw6Pxc4BEE2KC1O8PVpIEhrNcQMuIaNCQeygsZwrXXy2cbNw5aiR3A1zH3qyQVwCwJ24tXHLn3VXT%2Fd99YZdpxFT%2B3VtlU90%2FroBUEYGbAwBnlNokM5nZYPstZpYTonF4adocMEbc1XJ7z1yUGcFMOdW5RDNQyonupXgslimxRjgSB4U8C2iWHAtgL1ot9S5Ef%2BcKNFpKhjD6RqslDqOSIc07ZkfTJldV8vDuKqWtnUoHdbnMypbT1M%2BSjpk7y8TqxLskXKUCfGfOAtgeqJaSi%2FDTVVoClBzJKsur5f6heSjLToaLpoVgZfJK%2FkDvTFR9CwlY0Nvap2OosxRrAgp7vNOpnRoXy%2FyMAfTZhN2zzAZfoK8wODRrNiV%2BT1SM59HdkstH0ZmuCUcCLw6EIofqYB5UQ%2BqRwYu0oyAAorirXc2BuCQoQuFFDqPdTUaLRdVGtSw0xFF4dmkWueajh%2B3K2F78wEuobNVlbBcIDYwhHsB3lKfsAfwlelGxAltF7m1kzgqK4814EQpo7hYQvnM0P765Pu5T15PNmvVT5r3NOLr2akkKZbP0GNVcW2nQUPMwoGyxZVGtRX0QTBQryhq0S%2FywBZZrk%2Bbxj1dRSJdcGMwQjP39pSaQ1jScgf5%2FNCGBPCmgmIwrDXxK8JnXP3Gfol2pryKVCvf20RWwxb19zF857bTjfk7Q9QRN1xN0jxZPtTxUZmCKU13PLQBrMEYr1fVED64cZsJ4ZV%2B20NebSsYEAhbu6%2BwBsOh%2BGQqvCofwDYbgVxYn6Ho27nerQ%2BFwCN%2Fo3Cdg%2B%2Fxav28A5Ld2Zzmn3VzxZmu2nVmL%2BNH774f7%2BwKU55rIVAgSOfSeElA4dUB%2Bod0Q3lhrEY9kyYsIktUxCSQF9%2BFkLfao0cQCs1y3yjS910qXEktVsUwwpy0MejQFE501Au4Q3kDplBMLoLuBnhMVi89yXymOuYvs%2Bzx59pgfWLBIhwBj93S9LMH9GMBA7E3COmyUKuRF8mJIOvamFCIH1Ln8Nm847G1Y91A%2Fl0G7OYUpJxBGsJAs1Ga0cLXUCkXIljnLBAuyjaIA3MlmkUFNmm9E0FyzJiuuf85UTPPkAYOhGg%2BTOyp5YItLE4RM4ArDBPWGCPFRlaEC6gCw3LE3823siuEzWZdFHba42JEk67GQwxYPm2StlrG9FhwDmLNzKhX2ta1byam4lh29%2BUsWh8OCbxPyA0JMgukGvriUZiOAqGvPKN2gpmVgMhFM%2FAAsItVyhPonIxnALuIqpejyXsoBKhEYBiXQX%2BpMAUrR1kQLXTS622EvEoujRahExVK6BwSax73fGghmpmmKkZbdoPko0zws2A7WSbMcGHSheY0x1uvD7IcYKn8D7dzbqBzt4p25wqqOSvvKGWmrbRdoSsXRyuhoxTi8fnh4PQHq4FWoNJma5uY7YUfyDrSDKQzXjJIWvGj4TKrv5enYPgs2cQxeGvfZc0q4WmZtKN2JEs%2BUWnUtNA%2BW7EwSlWEYpGg%2BmUoTWOviYAA5iJMQj%2BzJk4vbh1s9p5PbVro68%2BRrsTZ32GhUbzxDvczfbOtwOsmmcvrKEV9f15%2Fe6F43MkI6PGmHnXvrmHtaky0oCORfyStfUL8HPIf%2Bn%2B8Bz7WAlOhhzmXKLQhZtKp9Ejo%2BHVWlJ6NZusBhdJT4Q3ANLlZRWLYwvQa065ZDIjArHaVEGkbJBwPTHoWN5n6lQ4RdpQed%2F4BgniZHpLlU3oDeSxyJMA%2BfJJ5CuwGHKK9txEFHZc2%2B1gj5xTXflqMxqw0I3du55bHlla%2BdctMNZz70%2BSUX7d19ipBr4waa5ZDdKcwnyhcKZxTaTAJny520Zd7qu5dWNq4%2B9ebi9UtXbqzPS%2B5Sqnu36CNBaJgWxIADo94oovR0BAS14OnDIUjlo7KDcxLO6JOlytIrTE9b2uYbzQbydTY6IxYwGG6yTJvfL8zOcCdPb%2FUQjvT3m%2BKphM127F97B439DPvRc7pfyAxzYBtTbtLstTJr8OGCYwOut1GudwHXW4AjklRQahouWp0wW0AHCFFfQ9lPAzn%2BIAZy%2FDSQ0wRf82trk7OKc6ZkAdlaMlDbLdKkxSRsosLDEKRg9hfkuJgTPGIuCjswGp1ElIHdCiKYpJy0ePHiG26A15Fd7IFdWZeUjsYqRXVzsRKLZrwiqH2PP37szce5c3CZDaUkM3vsmWyxmOVWsmYpFaJrUPSjb%2FB3gfxDfO9gQO0CfNkqNVEb0bUA3E4NXcuhT49kCHSbfazJTFDRcfnRGgJRRsUCawL8GRDZSkQE2R2ksnsmASRlAWQfdwLUo49r2BU11L2ZcdTTkit3g0YZ7sd11Me2IOrsnTXU9XyBxngqowsgjHLSZeDT7ockfglaYkf34zvXgu%2B4hsD223TbTyOY62kEcy%2BoLris0IhL5WO3%2Fh5YxUn7nk84PxHW8e3KCcOtdXDI4fqmuvl4R48Db1L3MoJ%2B0Z3B4EAog4kYQxmlt4q5GHq%2BxRCZGCf25D%2FdfiMmxUayVxrHozJhELSQFwDPXlTfVN8%2B3tGPx0vDSMPuk%2FASP3W8%2FPijdaLtcaTIrE%2FYRJRMx80twPyRlTp%2BS2h%2BwRyaQ3M6zaFZTfMLLqL5BcUsYrw1hzGcK0FM3IQ6QtnVMi1Lsw3K%2FrbpaPXc%2FL%2FKDDle5sf%2FjZa1IOfHv6G%2FZcIc%2FsTtT0H1Y6OfZoSMH%2B3Wx8cImmqQ6WBmMItgZUSrPUmz3dJA9cUZNDQ185yuIBiOBylK42CfXrRNSPg495XHHkPzBmcOznOcOTDnu3BbPTg%2B%2F1VbDWoUBWAWohxWbfySo2%2F9vcIO%2FhmpjSI18ONswFdmyrOoP2txRpl1SJldpehO6yn8H3HD0LNHpulo5NPhx7UUo49XKn%2BvHD%2F6FjrV2OQNi4uLdR%2BRwr1NvTrdNHMRphhafx6qYoP15YW108zQfAymxNt15y%2B6XCammYHl0hVh3490dUXG3JEu7hYw1z3snXR%2FC7yTopa4yzXMcxkoe4o%2Bu2G5r4VyaR7FBN9zqIquED38gxkVoQBAJPYrkljyuKniApCVXR4JXRRNouLtn5o4N5MYUsQjRt26Jh908%2Bs9gYDn6F53sPhX0rGIJN495r9o2eZlyzZ3cYfdwaD7mA3e3%2FvGZx8kw%2Bqb5LD6Izy3DOh270cf8s38C4wXtPQhHYOQBnuEwq7lgKAz1qQFrJokIJ2dR1hDCKvA%2BKme4ekFayobJl6qtaf5VBJ5iZoYxnuv%2Fel11%2F%2Fk2oUL%2F7G%2F3xI754wrOme%2BeP%2BFm%2B6%2F%2F9Au9o9bf3Hztlf%2F%2B77L%2F3tkxBzbdOmexZ%2FfRc%2FcjzrVeHxNYhaOR9e8WnTN1xBd82hEldHDJuogYojCgJG9ktcDihJG0Y4bQ8uJsYmhs6VHFWVyxMysfvUItxZguorhuX83OBkf6HkMoM0VwkbU6oU0WwgTuZBmU8m%2BmcRBrppz8RVXhKWFy9ctnZlYtu3Lyy%2F%2F3k3bHKed5hJ8aYuTNZtPL5BdZ37za195acP8u7ZcfcVVn5t7ygPFAd545je3rbwoeLbRt6ht4Y7e3CW76vbyS%2FxnmGYmCmvlOqYcRGo4qxgVwAFL0QHToktIDV%2B11IbUsGEcOBRG01HxiaVIDAliwlCxFNJCHry4ryUWT%2BguSOA2XhYmKDoFSWO9RIGkzIBihrzzKLkk8m31FTQIyeH2gco7j6oHH32H7P8aefBydRP522WXSaejo%2F3Rd4ymb4ORaMMrb6j85tF33rkwSx68DK75n8suW9M8Hs%2B9D%2BZSM5NmFuiYwbSJZZRUVTFrs9mlGAHLDMXSXkWHIlOKuYAFpVArsGDJHIS5lOgv8Ub4TNantmwU4uO45GuokGEuQiQzkWIOAyBjYG9dc%2FdkZB4Pn3%2F%2BWeEQ%2BYz6gOBfMHvt7H4NoxUt62sYPZAHhEg02esxE%2FJTMocM%2F5J1yLnZF4%2FjtZf6AeK4%2FjfpeJm1EWvVcRkP%2B1P%2FGY3wC%2BEI%2Bi8wqyoK42UGRPf5wObXxqvUEm0QXicYLTObIinArWtopKw%2BMhm5taSJLdyhrrxHw0ku1VCaW%2Fk64rRD%2FT2eP%2FmLWn62lpckM3OZshux8FHrEewbs1ao4z2kcFnEzUQLdUouL0xCI5VpPswJssswH1mxxNio541IsEaYSRw%2BzCQPH2bMZ5bQGwoCN%2FU96g2tfE99Dd4r7Gmk7WXtyMvqL9WDL1eoM%2FXlcfv2FqCxB6isRQWtOer202gL8Ej1ZA4tgkHgT1OAKpp6cli10Y2spuWqi8l%2FHN1P3lYX1XIba7IeJX1ZQj%2B53YkZWX56F7GGNVMLSdXuMn4n%2FUY0e2DKzdSAfkN%2F%2FaaEub2up3j1eg7MhREy6O3CnBft129ne%2FE32SSbHP%2BVBn%2FcEuRCoC4tnMGrKF9WmCJ3C10vIwxTmJTQNjnBrXL85N1dx9fe9HsX%2BSX095nCuCtKcwg2fmkXLugN30M6t9Vwpr4KQyPOwDciLNDkMNs79kN%2BCSKMFSrk7SljRGMZINlzNebksyg0AvWfIZPiWXk8BsMzrrSiqoV3gNdz4yYn%2BQYOEtwPswy4t2t8R2F1aHznphVZ1qrOd9Hj3aur8U70PhPuocUfQafh26hO49Z1GlRoUFQgO0%2FWzaNkgpnGLxl7%2FUhdCydOthdo9C1G4P7Gf53m6GLqbepb7Io%2Fqw%2BRjX9m140pfyYbYQtxc330M34lfyVaMwkzKRBZkOAg2ag%2B9Bd2UCJjyov00rGXfISMlTRZxzEc%2FzT%2FNPXnjtDMB0cVS9YQav%2FUzIeAnvmwDzMfqP9CwjRZzHuYmvWQAzmBSmVcinN7iAfkrGfPHvU99YD63h0V%2Bo%2BmO9QP7tlDTqaHJ8DlBB1iPC8J4XI1wGXX4MLcIPsEuGwWjGcwsMTwsGqWiLF%2FMnjRfHQKWFh4cRygptIqS2HS9VV%2F3QmmUUggcEebC8Uoj2DYpSk3lwtyIVVICSlBngzEqld37Hh15054P7hjCixttTPwPhEmcSJM7gaYPHWYHOMwOafABJwlpCZDs4l4ye5n3z1vCiS3qO%2BQ3c%2B8e54WTx2HYzozyFxEIemvKoNUF4hS9bpXG70hOtfCVSWsuWUBvmGAL4zrTbQX1pu0uN%2FMt80YoMOYGtSHUYmKSgdmKpdtzjQq2r1iyUim4JDLood82DCD5hV4jYKDl3PDfL43zWGlpAf4cTKGr9zFOwUja2DNvIP3cB6fSTY4UyE%2FqRjc3bHmeM%2BcnqbsyXOTt0%2FlVzbAGm0WwcCxxOvy2VyElyNDSc7Snl2fzS1p8xv9%2BQ1qujiBPhjJHahxtEQXZDdN4vFVMdeIH3ftltxSjYd9qB1PRbcQxYgnJpwfD7H3yKgWeJwK%2BB1gEBUrcL4xDucHS%2FMCpuzV43ARWhDFZMqOQDRHi6jKtng3jQNMQ%2BlcNjS3o3%2FDUy0L4RT6N3pQcwUVYl8sns7Q4XPDniL1lxhMywn1K0Qsh9vatThePjdMCvmcFGZlQMBBBCmeT5NUDtRxONpXiOdzsAsH4VRO%2Bl7kts9X%2BrZscv%2FgB4HnT6l84fbwBv%2Bliyv39b5SCZy7qLL4Ev9PyeHKDfcFKxXvis%2FOrZy3N%2FrSS03337DwYv%2BPfjTtq5VFF%2Fp%2F%2BAP5ogUVjV8b8%2BYi4zlfnroJWM%2Bb0yUfGn6YM0VzvrzBiclxNC%2FgBMlxDVkPJ0r9WnjbbRfX%2Fp84ffNXDVcxU%2FNVJ%2BMQnIpD0wQc%2FJNwCHwMDoABORH0m3as%2B%2BFO9bETZ%2FjFd6yr7lQfnwJzkw6zj7I%2FXy8O1SR7QIOZFofWcu2cXgqz6NNhdjQdJ9dOJpji5aHpXb2pKVAPs9OLVz75YXXj5ic%2FHJiab3dFkS0Mfzj2wcCHT27eWKtXPof6KYxMkObcYThW125KrAEYm6HKMc1kxuLhsb1snLxEs5l%2FPuX7ep5J7ft1XxXWoIOWpH2fpqx2qQPqLNKtwfBDmKOLYI4aUU8yUC%2BQQHOw%2BCr%2BUIk3NKRVIyA%2FJC%2BSA%2BohrZx5bC%2FWFOLvfAYG4a3a7xhrv0PGfweWCcXYrxdug3ryGdIGsHSoM2u%2FU6PJv1K9DauowZhG0B2ccd4d%2F%2FEgXnWW8g%2FbK7e8%2BvT5JuLUsGBb51zVKGuM8E2xlp%2FlyJScuo4nE%2FjzwEuMyjeT5E719Zvf2UmSN6ubbyaj%2BgHOjEdgF34vxsT5nfxO%2BnsMGLpREWxd7VdiJIUXqa%2BRvTeT1E71tZsVOKJu3q6%2Bxubxx1I71Ne2Y20Nzal8gOrVcWY51dpaqkqc%2BrNDmVpmBWl0Cpk1qy%2FgwuxKm52PxrUs0DjIaTMuVyER6Nk%2F2W9BPGGCajrG61BNR7Fdy6zUPsjaGXzc2%2BeN8zN4v%2FfHkn8aSO%2Ffjp%2BHD3ae%2BjNvKOQlaXgfewlkuKFO1yTTwUxjemGF6WXKKZTkPTkMjqLUhsW4h3Zm6KWdGYYA%2Ft4e0b3favPkZ2hhdzEnRWlyDMDV15vMEKyyd8JUg02cVU7iIF6JlrN6YlgEQrNtCmHMAh%2FF9eRSwrEx61CqJfSfPrdHej8aSg1Z4ix7aRFzwYtczON%2B9Vewedf3DY4WN8u1aBZikVg9pqdS08RRu89vG3WnkyWT10Jo14DDG6Zl%2Fhm31M3cLS%2FZ2tf1Ix999Cf%2BWVo7lB3P88uBtoEpsKVeyk1SvpDGHL9hQ8HLOvg0Gxf6fIW%2BxDAmEaSSMS1WzQu%2FNJs4aXo6c8G5X77j7c90LfrMZZ%2B95vrTVznPcadmF8j0eRs3ndbu402CNyrGvzI0pN51iu%2Bu7%2BYHbzp7%2B8Dgmlx3uD%2F8gvrDn%2BxekzMbPc7CjfZVI3uTM8%2B6aXXWazaEArkrWlpe%2BiHOmUsZGz%2BH%2Fw9mAXAZURZSjppbVea6SoMwFIvgNTgX2GdGH029cXtlWAl9GrBhArCCLhMmiA9f6GNTPtmXSqbSbAE0nDDn4AUjbpNLDeZ58yIjM6a3OVsc3uVrRUPEZzE7Oc7kCLT6%2B%2Bdsmj3LmXz0H3xSar7TvXyVIWfvOH9R2snaeBMhVlfQnZwhC47emeRbI%2BHpN3ZLlsTwUHjkvdSKvcXowi6Pt8Upm6yEN3qbh2ZfMvspsurirjUPGVgh%2BrnX7jNFzrv48VW2gabepjY54OIt6aVrW9KXYJ3695gb%2BPf4HBNlZjLzmdkMLk%2FtVWWGlk66IKMMHlIK1dJCIEIBVL5ZFnMgaGpvyw%2FTPC%2BmZJ4hup9nxNZ0fnhkPhX6QBdjNmyIAFmMsbQhVQgbskCZNJ%2FSio3yvQWj7JMLmJgwFDQ2z1t%2BxZYvjn5xyxXL5zUbg5MP7BZmd5%2B2%2Brqbrl55StcCKymEZvSHe5T%2FUdLn3dpzwQWJJR4vu77N0rZu9Yb5mcz8DavXtWE26MR9y4ahM6d3tuVOH%2FiMgyxMzJ0RWHQKlryvWbjuiq2zL%2FBvaG3FaQq0YIAWCuOjGQ0nMV9jys6aJTqSwWxQpS%2F47aH%2F%2FM9fM1KnRXGmHYrtO4aSg%2FzNodi%2Fozhd%2B6xOm6dzn4u%2BB%2Bh7kL630vcEvpfhbMudLXfGjWCg9SuBfiXYr7T2K4l%2BxdrPPG%2B12V2BYGsirf8jsyxwyOGccDCdVmYFCaPRGtOncySOBC64kaw6gWcSmvoBVxSSMAgsDghfJ%2FiCocHEverL9yZWPnb5BSnL7p89n9h0FyVqRg7PcDpIW9LXnYlN82TIxs7U7JvT9mBQSJx67hfHyS3uPLriLunc86%2Bd7mxT3%2Brb4X78Eo2imXXNK5uCY4%2Ff7UxmkzP9s9gbp93Td9csb1ubrXfT2efR%2FghfBeHopvqGG3PRk9StkQKQBbSkQX2WxCaSj1%2FalDA4Ek3S2DbvdO%2FYtv8iL5AX1Mcx4DNnzvwWviVmaDl6qMj%2BfKy7iIIMu4PU8rUkKnfbYVZj8ihyc0dGSVA568OOOGUfzZL0%2Bc2d5YSvVqNa6gRO9yVguofCaJOZw7DpS1CnfL63r4DeB%2BqPChP0FaQSIvUZZEhcMGKfhYJoMCaLPifZtH7rerLJ6fOL6gPFoOfMN870BIvqA6KfGNu9PQ4yl6waXr9%2BWH1a%2FUdHj7fda7f9Tf3bab5ZXtG8bJlZ9M7ynUaEv9lwNa7le5sndWEowGpSzzllVjHr6tH3PJaZabkwmAUEhj5G3huz0j%2FltuYLObqfXxKSdmHi5C4pVPzYfzT2xL5fuzAkHVtUS2GH9ebv2tL89JzhGv4ZxsK4QJc%2BieppfhpZ9NCkGxNtL8Flx40zQmsRfLDUW8V9gt1N6yhcYKU5cBCHCPZ6QC8pcBmY%2BlFSkLV9WCDX%2FwUXvYfG9qpPEu66Hc%2BpT7KP7bjuITz4l0qFXf8yelBfQpXtup37x%2B7beb12oNFf5gZdUqsBdoEhmZvoZZoYHiNiPJasZYuNPaX%2BpIjZ9JgQpuXPIzcPMFqeFR3%2FBHBzN7OBKUfw983VspmWapgxj0%2FKYg5MRw7N%2Bk6gRpr6UpPYFAMbcXCukpvQDGEZSx5LGeByDlVckDxusRSOALlkTI7TekJJXhAgoKgPG1O9WLzgdRhAlNfaMYGNahTXpPKJgfaIaAUbG%2Fb9qaXnfuU7Xzl3acpvxPZMpItdXzlyWcvpAavV2xxv60r7RdORSsfKbRdetiKXW3HZhdtWkrVaIi9W%2BWG%2Fod8y3%2BQ%2Fw72BWhMno6Ms%2FDuygWz87dg%2Fkd2%2FQ3fZ79jZSOt5zOv8D3mmVhtvJvPYOezIb9WH1D1caOwFdvbv0Amn1dPNYIqGLaDjm2AetTGoU%2BtOGIGq1uiB4QVNRdc2HLiE0QpIGTQoeKFjXXyZdJKuH5Cbf3HsTXLvL8gNuN9ZYQ%2BQJvUPtBUR1rVtVv9AmlCdBxjdMGZPwJhlAdpyDMcrkFO6gPYuJallB2Pwha8im6BsAhWpFbMXMWWxWYtegLJUkpsBpG46KskC8A7oHOj7RM8n52A7CV1R6QjRzzgur3hZNJZMuQ1OR4C7KWloEs%2FEydj3CmsKuyOhjpB6EN6yNI1GnjZ2W0u3gXvS7%2FY8LEpw%2FNhM3u6jszervYe9UqjS4WMacoOxjsPZmAHHozau2LMUl3pFInZdIfmczvRRCQulK3rB62EsXuVu0Qpatd%2FW8n%2Fxt10wVvXfdtL8QYP222IGGbnBPsuRKBgW4%2FeIEmy1pB5suNMxP9aW1aYWOhoISQOPbacyNapVs9HOTtQzhz2cNLccb6YaH8lpTJCDr738MukgHS%2B%2FrB5CDteSyXX%2Bhf8ZsCe3w2820%2BoitEctGdoSajydjIZroihxotL4T8An%2FVH1Fy%2B91JADpgCVtfqChVqGuRKsYmeFEC1RMlDu8VZpWVZTzXcXoVZQOUKbqUWwmRpWaJkjoj69J6f8NBEtc1f2YNAIhGG8JpOO%2BdsHIk8ZWr3sHk%2FC8JR6V1FLtKdDBm9kDfs7X6pbHmul3iy6ru%2FWc3WtIKsKYPXQsmsGC4IVo6vUAbBladl0qcOIfs8gJTAHTDuTSGlezg9yw4YBkhATcY%2FPAfyMHv4US9vZ6HIzljw3GwjwjljQ9wphWd4g8BX2kbEzkhnWYnMauFXeEF%2Fg3g5JyLzYMCDrz9rtR1hB8kXXHAF92sILnIElR449U1HftVlJs0ROVn%2FLraS%2B%2FmdoXgvLLAL6nwf074R1Nq9XEeVoRmskhzLVny2305zq9gTWxfVmtNZD7TnAqqtHi%2BH3DZCCB%2ByCVJIGLASjFEYbuu4ABVTQkDOE0fA0xhY1ed1XzXRet8ptdHvP9ML7quucM7eI3qag2xQuXvjQ8hv%2BMmOGO0get02fN9067SJyphR6msxfus3b4glKnlbiuXGp%2Bq2nAfM2gbOGJHe71yu0%2F1vP0FCPEflTAp3oQf5B1Ldoqyn8S6G3uyCgwzslC7L0x2Vvdu%2Fe3f3msj%2Ft3%2F%2Bn2vYf95EX6Mc%2BevrBrt8s%2B%2BP%2B%2FX9c9puuB7U1uqjXRcSYNKx%2FNK7cdghj5lio4msD1vPWqhaId4BgRAwsbS3xpZ7v4mRBRxFnkpwkRCUunsLgZXFoq%2FNIOvF%2BaCilfrN5KJVtmubYcLe3uKsIhvOLRw7djm2ZPlxc7CfrI53FrpO3CLu6Tm5rfvlfggn1DnL1qwef%2Fc0N6h3FxtqwJTqcm5lyM45qgnp7mRw2A4BVU8CSZ2x2YanHx2G4Yf3kaU2GEtfam2gVu9grQNSwTMZFd9nU1oUucK1et92tdMKqkkYR3kE9STmxIPYOEOQG2aNPwHr6WIZNFiIwBVPRPBcX4jDTPgn3Ioq0sb03kFEggLp3MgEOvgrIk6vpvIT1r2iQ%2BDUU95OYaxl0pbbSFiXtNEPbi2iXe2idfA8t9Rw5Lu7dWnJtN82o7R4E6YJFct2A%2FH6b2OSdSY3CplZAOQ4UEBV%2Ff8nbA5SRB0%2Bi3uWCSIkA0z0BMzpCaElWtLaiEdoqQY566DJHk7ijHSzmv%2BTB8k0ZTJVis8NBLnRYRdvFDusakl6z6eLVm7YLTU71SeExsAESnzU2OX%2FgcrtdaoFYeTMn8DxrsHxxrfo07eC1mLWLCYv5LaNts8Prdly7ZHSZ%2BrQv9XDTKWSV1BaWvCFCWM7A2UwO%2B%2FOr3tVl2rnAN2uZMI2hXEs7omiZorBeT8f6CmVGtjydioPp%2FUi7IbqUYC0CbYIQ6dJqEZBxgNBeF0pAZVALsCQjWFJoa%2BbbKe1CrTThQomICtNf4qZj5Uiqi9KOBSFo0EiBJcCGMFvLYkpx8VgqhzI8WhATAha6CQ5DB0ElMyeeexESyuq42O6yOsjFgjf6lEl90tVk3L5pteUNZ5PxsySxSf36urstBmIAgpl5K1FbuT9W2NmjS8i1Lpdkv8xmfIu3p8SxD%2Bxfa5PIqmK7V336FPLf7636ptVpNXMYaSGqDSmszbWNqLMaHGCx9DEzwEIpF3CuTYc5NZBRpENKAfuZldslKkJnAHlycMCFein280O%2FSzsGWdx9%2Ff0lR4bmdTFY4RNma%2FHvVCKP6VCSmEoancSITVAKw4ZBrA7ow0nlkw2iEMUaso0UdNZuf7hNUp9eNrrkWmfCsdl32qrnfQEN8mwWkTpFNZvY9eyP1fuMnshjAlmLpLlw9SWb1qg%2FW20j9kt81rX3uO11GpEKutK%2Bj4RUXwe7paLHMFjGwr1n8MO63QscM5dR8loPmH6apJ7PKp3VcictwemcDphHs1h8mtKy0mcA5p0YB7SBSl5ypgBzO1X%2FjBEwOWeCrJCw1mSIJLQmkZgF4CScJyqLBgc1SZN5cRBWlVTSSVCTZ12%2Bzfak81qydHQZWeVtf9g%2B9iHMAMuX3yV%2FPUV9ytuWzXKC0e%2F75j2A%2BsKI7xI7sa7JVdOrL7pk9YU4mcha4bFmh1PdDqOuvr7d2Oz8vs%2Ft9pGKVXCZOLv7HvYyijiL%2BjjMkycZB6w0M3R9xUX1Nz2%2FjKbvac1DXTZ0yLq1Hn2Mh1aEl0ze%2FnpNuB42YEEFF8xEMpy159fXPVwPlb27hyRYUJ%2FIPeol7Jrrfr3nrD3qu3oA1EMsr7xIkqTjJV1ffRJgcsGqN123zGAK%2BjSYtGwGi5bKUPJi7yU35nWVLYzYr1Wpo0tLpBBhV0kKErqzC9E8QHRt450r5B4EST2oAUQB1gB6VH39xVdemkKjYZ1GYp06Wvadezz7TkRj1ubsp1aaQcIsPHfJ6tW6zk6gU4J2rSBT6QTraKUGUwORHkXLi4xOhmmpDpO3cdC0vMUGsKQJYLl0sESaHGjDdZBx9U8dyoSZ9qM4Doi0irNyHBg3oyWp6dd8HU4XczvzJebLzFZ9PDuqyvKM8oUMUXZTcDURu17rTvIg5oAx2sCuF2c5HAZPNN46uGjNNbfcese96BuwuGdZ7LHktIFTz9%2FywJepEF7eIbqf903rG5y3YM06vOYL4iyzhfGuv%2BjWHTvvpW5Oz0Se8Bh9gtcnZNE1LIfZgg9dcF4HQaHEFmA6wn%2FsCGwEZRCjqX1pgtuFvkKYlcMkAko5nCkMc4VkAUPlhTSX6kvhjIcrU8aUAyYptocV4D4OnPwFXxbevD4pzRVylKTXUuJpJP2bqckYIzaf3%2BRf7RvuD5nSXEe3kRg%2Bc1U4Fuccabtjnmgeakm7si6eGNt51hQIyh6P1egytjUZbW0Oh4fnE7zBIvh9Rpcp4pbNlvb4TJvVHOmzWYXMSqfH7ewMDpucQ05pmOM8hOshHBfkLKLVLcTMXc2tD5Mp84CcEr262TwvYPXwtrApE%2Bbdi7zzzUaPxcZdEWodjpiJILishLVa4zKbYe0mzpd0hwKh5rDLSIhg8STMJm6hJHdaHB3egNnt4cxWOSW1CCmDnTPwrXGfjeNsbqOFALWElNMqC7HLLrO1ChabyPvXENbI286qxclY%2Fln%2BVsbLMIOkQID0fbJBLoCSniLGWIY42fXRZRv%2BYac6dvdR%2Bz9cv33sKWen89K7Ol3sunNf6Tv93Dvf3vbs6fMyY0%2B5XJcwtAfiBuDNp%2FS8cM03t4LBfgO9VaVArePmDPaVAkMfphPol9OruBQmqjT%2Bkz9U6ukf72lZzlPrLY%2FWG3ZGxJjQ%2F6Jag2CzKdpwaqJRd6JtsEIPqzatdrpS%2BZdxQ%2B9bx9tUH0BHIHugON7fAW0ArNjS6rX0kKrWMVmzq5kSY9INd1ycDKCfCGKRe%2FvYIu4W9eEKv6SIBd7qQWwAwzTaFminJ5gN1INDaFVrKIeagj%2BG1e1aBWgyozgPKTHaddAZQwKCagJg0Ebeca0nIRaGxWlhGHYhZLO47jIlB6y4SkRzD0qNHVPrJR7Ua0fd0rQzbI12pGugvdI%2BgH4GIBz9Rw1jMto%2BoBEKSzppHTozwa7HuKgXtKNaZp47h1F2jKpr4VbMTCA0Fwk9lNgfhStgEFW4ubKzglFX7YN9Td%2BrYEi1gi84wLXQj2MPaCfZt7RrGL1X515%2BL813iYCNPsIsYX6md2x3VtFTviinBKrK3CyWBffTvgS92XIbpVnbSebOWvudpQ0pAbAk6IXrUWsndtpIaqb%2BcFUZdtG4yYLqvsKC2aZOpYdaGwXaB0%2FPfliGSjD2FbA4aFuN0jBI31L3IOg%2FBTAdnjM7PXxGyzoKaz25bKLWG2dfR%2FfgMG62aUk4SlwsZQZw4fGT43X58ekd7%2BKxPupPwC0ZbBGWes20%2FZSghakSWkEA2Ogn6gt0cSTd0iL7lsKrpcUnr2yPXEfM2o7DCXbOghwJt6QjcKqFlE%2FQPug27fzvu6It6ZZvt%2FQYthGHw4c7lrt9odZcbqWvBW9D%2FaO%2FZAb4bwPvLAftCvMdUlW04kCa9MGoVbFXBPZvYEopzDmY2a%2B0iPutzmBTD1JIcpeyOWpEGGG5yWVxVeorEIy3pjCALBDgN71%2FvYCNJeGwfgk26AnDwgNqZoTgN1C5jMdAwpKm4LT4lnkzp0dntafaRHJn3O9sOtVrTp8UV68X5pJrvR65Kel0tY79undh4VSzwTmtNen3ktN7hzb1BeSztpiE046NCXNZw%2Bzpouu85XNXbTq1bb7KkEP%2FtKx%2FVrOrp6OzC3%2F17Mw6kY3G1SuF2eQqn0tuTeEvjsyMD89qbZXw9wp5Xtx99rmn%2Fe0jRhgkH83ef8a6z7VGC374Mc23uILp47%2FHr4cZl2eGGJTC3dSPI2QJkg%2B0Bq2bWIemNWCzjI5mbH0uOLV8HC4HRDVofh0gCHVHYZ0CdlRMsylYhb24jPtkMG2HWbRcY05KJ%2BOKl2656%2Bzz77r5xfi62fNf2iC6Oi%2BfNzJ%2F9rr4E0PDs3xnbFx5mW3W7OEN%2FYtmbLk8t2DwHM712Zduvvmlz6ZPvWj%2BvH%2F%2BrCzPuHneSfPmX3RqumntScO%2BUy89%2FVLb8Lz1zfM3rnrymRXnaPj1f%2FQBfzX%2FT4wf1h7G4wVAYIwJbXqfErADPoyzYKQnQKgQkC7wCSZEL80fgBHvH9kx57QzRkjTyMgOk%2FWCg%2Br1fz3LnQ4VRg6O7BBsFxwkt8J%2BJhyKF0Z2jJxx1iz1DyNk41mzdo7gV749ssNswu%2F8z1nu7umFEcKfAd%2By0G9tEHtyofiFnXBkZET9wyxNrlf03oHYQSWEefA00hqgVrWbemSMWtcXGBnYd2tVGLSDBhU1Gdr%2BpckNyqbR4NMew1AQtZSOmlVciIpRt16ZXxk878EnvlycoYVWimio%2FsvQ2qGhtUXuW1I2HQ6ns9Kx%2BSCx%2F8IeOPYanhia0EvdP54VE8hgozEU0wTjR6lkb6EvKxOfV0DFgYCMJpkf%2FwxUWmvc6XR0OEgT%2FWhV%2F3jwJ2TrTw4SuRV2nU71LSd%2BxNX%2FUg%2F%2B7McMR1KMG%2BzK3zA9wKGzmfsZrGPsoPWNw9lyN089LuhJGKBOSHe17B7AY24Puhzm0AY5sNZlq7hAZl2lLtJZ5t0zMBUQDE5vZJhuuUqzgJAgOpqx5r6pWpqLTY4wu4jtV7pExYyBkG7Ybe9XBsRvMI6m1Awa61fcmDGI3nDQccU0iaf5fK%2BeKcjLcRAKooyV%2BEbMF8Sid483zAGXiQ7ioU1fSerzhnWLjB42PbIsE12%2FfXkxOXflYCf3kKlv0azY4IpCW3l38Utr2gJ7XWKHt1nghxb%2B6Yn1K0lp6TlOspwYHYFM%2F%2FrC6bfNFpYt5z1dMy8YWbDYrlYdgqdr8Nzhzz9hXbpMXNe2iQ2HuvySUQCz3m0aGOt03zprfkCPCZ%2FH3cs%2FDbTdweAqBHYDqChhGk1spo3srNWyhz4QxOPQaSocUvppD%2FrWbNlPux%2F6w%2BbOskD9XwKjVZQ7Na8FUtKPjW%2FZ6SOUYk7xOWukpaMnhzsOt9IFtO3owcUNjUtGLHUNaoHlHNILaEmlSryXPkJDAEsfKJ2T4j7YFoZJrg%2FntIx90ZI0QyY1bMAclOJjfq%2FFzGW6Nz528%2FcfmLOiNbHa2x6Vw395ySRJ7TPiZ0vRL0SXDGbbl6c65J9lU2tlf8EoWUSbaJ5ma2XXF3sKwYG1Z7atL1%2Fdu7g5JHX1N6%2FqyBWz20MDfVYHiYW%2FGJC5EZ4P2qx38w6j3SpaCnfNB5kD1jX%2FjK7LRGr9Px0ZxYbNRJAoJSsYg4qp3lQ0LppZfGdpDAXsZf2TRgFpSQUNhxzbyt2C0T1WlxFG%2BgwF7H7xmN4TxpgDIa1tmmhipbdaYnhgbzvNk6eeuXKIRkdDMrZAwz5LOIosbZah5dXhgwYwtc4uwxct%2BiNfLLSisNSE7chdoLIGstl9bpdkopVyHpRN2Gmjlo6nmERYE8DoNdFaSMUuKiIOqGaLR2nPaQz0aI2QOFFrilQAFZJ9uYIxpNEirb45p3gOOruLBFv2ICFo01c8q7U4OowNiiqVCTRx0DrDGLNHyxcsCRbsPER9koCrifpdQHK6qJO3mYpU31QCCICMUwJkgX9FJIDDReNfoRaNKB4gzr6gxWrSNLwMNt5qJICgESAWwWoD3oDVBqVmF5zzYx2mEmigho49N5kqDdRAGhTrJDlnnBoaBdgD41Q5thVLcigPLtF5xA1csqnWvxRNAnRfACEoU5TtDtrGUMSJLWcUEX1R%2Bzwu0UQf7SLQRyV5aB4hdmSyUuzxIR20A85%2BhuWMtEuEA6tdDTydt7o%2FgyLGYXBDREtL527kZRgzbUxrDA4aOiDCvQ1GDj4oosJ8HA4Chd6NmJTdtL%2B2G9t7YLFYleJgRd%2FVPg8dHTvFU6A4WDQcRMrCFAfPRBx8k3FIUOg1Bk014kBbEBfPacShSIHHP8qVuERSvtTtGgtwJmKxktERsNZqRFz6VKWwOw%2BVBasHlyRgUmw7Sbva%2BixmfAfpq8FtNaE45YxaFUuN4LQvWO2Vk2rihNaD0da2mLrYQHTatrv%2B%2Bt%2FBawV4nRReEDAgfCx0nbC4EV6L7xPgzUlcA8x1eCsakHoz3hODW%2B%2F5qNWdd4zX7jZPLY2W6wXRzNSC7Mn1Y1jQ%2BPD77z2CRYwVraRRq1zU6hi1E%2B%2BcVCt3HGivxdFqsMTQizkJmvhUaFBkyCAWaKklU2r24GbseCXjkyH0dJP3H0ZYsNLykfcmAFkhS9V9COkj72l1mI2QqrYjR8bjfv9reGPj8Eb%2FHnjlJiznrUM0Ad7ikSMatO8%2FPBnaIiCy9P932kY5hLU2zhNhJYePaEyAiACPzGwg7WaAlfKkwUvrC4PMIFNfjqnbBysH3FqnY1AHZNrVGESpQI2oWvaGIooKp%2BXYY0KEJ18HLl%2BDWnvUW6UGFxlFeBCuivqw%2BjA%2BBmxCIS7V814DQXeI%2FyoTxYwfh%2BYbgiWxmUakMRnC16wlQ5Q86PF34kwFwoAtF0HLuI%2FJ9YHhZuhzF%2FoyoImBrsUIxtdMMknvNhjMZrPDZmWdxGE2yerPyZdZVjCbnRb%2BgPrhYhcreNRFXslqctrZCzyiSHjyrM1pM7uMP1d%2FutZTn8uUbn4Y45lMmdPpZsKabCw1CtK8DhCL3vrUtmoTuhTk9MxExSUqzVrnURjSQj6KhZDUY4VZn7R5BKUpjm8mr9Uik8OOyhlnPPoOrkxU6AAxnd%2FS6PctXmDZd2hQQKNsQ01AiGllVutwOumiGgTAEg22mVXz5CRR5QOT7Dl%2FIBxpaUWtF%2FSDOFYtYzWLyRyOxenRoEi9bfUi65Sge920gt9CCvMVE7RqQJ9Ny66rVVQ%2FuGVR8dF3yJ%2FJxvvI4fvUJzSWOHvh9ffWGPS6Ze88aiZr71Nt96kPTaltObVWj9NEH9Lhaaxw0apysKUEWKKBuoeq9iC053mzxeF0e7RKRrkJjhCjYLO7ROaENTqs3ljiRFU68uV7Lr98z4mLdNx4%2BvIGOYa%2BUBfofmm9C7eod3CgD3mUaBGfCfQF%2BnQ6NzqQfbpPsSYLzCxt7Q%2BrvMPK%2B62uY37yAnkRMxmxWyY2l3Va1Pe4FuxGjGwytiXLHOf%2BnZPu%2F%2FfdXEshNE%2B4excWqauzyZnjd2cP0PDU4aNvTbj3jXBv7LtZw11boQ1aY0rQ6GxZvL1Iby%2Fi7aUpuIMZOuHmPezqL6vzdrG3Ntz8u%2BqP2dW71Xn3j83I1p%2FfhXijz9Zfx1yqYgDRoPUi91HMffTWPrx1cDLmciHFJTxYWdoIwMaDGzez3%2BKO3HfwPvKjBvL%2F29mvbjz2JmH%2F8T%2FhjGo%2FHhzpE8Dhyf4doHhkQS7I1gZQth48%2B1UO7%2FY3ck4DMYoHNx4k7wB8977HfuvoH7OaDJPxmRz8s6BJmbDOg6e2n5lWPhmr2HFOK6rHmh8zkfkH1IT6%2FeXsnrEN5CHOdfQV4lKvJnuq3BNj02sysUhxwyrMpQyuHkYYSCMdSHzmhiNbNor0gRI87Jmytef%2FgfwxUhHkpO4hWkrnNIrustkna14hTaTgcwhkWjGOOm4siXiHpCPA8ZWwd9fYnF2YKVYs7uLe9oapEDz2DBboq5tD3PkVyn%2FDtP%2Beh%2BbjzWJQPwQInRRCJxgVZaNzAnjh2kJtpJ2KmZIRRGDZKvv1xvh1oCSQfhSkRAHLo7hxwNR3r9mmfg4hm3v9NWTj9WriN40Qvq6%2Bd82NAGAJTm64Xm3lnqjU5orR4KCwykycPiuxtQGYRENnBY0qQorUaeJpKIvUwTj%2FCfWQ%2BrxOoOITT9xY%2Bz8OivohvYgS6%2Bir9ORNX8f3Cb1J3ZR2F9E1GWjnoLRzoEljdKHKHcRy5BJvytbJ5wQKM%2BOBHLpAOl3Iz9j9x5alTsAgtijxYGk5rOYlJLB2yDKRzvhATkpmTSnnaFa7RufNqo2ip4WhKw00BjsCsHqSCiPaPrhSYY6D02nHwel42EyAvxF4JSRinkcJi0LKVlsA%2FUOwSE5GQR8oLdZvJuMoVID6l1AcaLRfPdiIwyUVOjY6Fvj01BoOFZoPZ6acMrl2QNMQwVzR%2BrcdXcErev86MnqE5g4ni7RrxZib%2FiDGls6D33tGt6m0ztg3Y6Si5AvmsL1JSW6mD4ssWZ05fFxkyebSqSPUWuhaqSsNvRA%2BugpTIlktaFUZNOPVh40NeM7p0mNAbq8kah0btZJPUDlKxAv0MyFhtXRb%2BKNuB%2FqiehHuDmDWv6Zf0h7Ro3rTaLoJBtrL7LdpRA%2Fzcg%2B9TON79V72tbrsGVpdNi29ZmpOFdmKS9M%2Bs0s2Yf9njNWYqcZusVJHYY8mHkX9ycvam1DvZ5HwYrXOeA957UmwxWxW%2F08bhtBGgVYL3W4Nqu8GEuwB2h4ba2Bq75t%2FoJ5Ee2D8czGUj%2FqNBvUK2o9vZcQjXinOjTT2Nl7C5DBDhkYjbTklVy2zVgfau22Zsr85gZXmKXxWwniyaxsmuxpbaFPjaB4hp8%2F2kbAHLZenSX7APjRwiksPboc51OqdBCi8OEAOBxaTUZrJmw0E1M2LA6otsFjdXDsy3ZYkd6pbkrbp04nBLDm4a3wBwk6Hw%2BoWcmf98LHb8bAe29RsJz%2FTzLSAnZxmskzZr2sKvgz1mdNSH7cX3UCZjNb4yO2iLBVoplqcOMVKKuQS2K%2B5bsNHZSkB6KSiJJ%2BQtCxz0E4PotE0WrkAdJl1RfWOYq24AQswUxfQY6hQaVdrBs3YnMrZ6qFi3dwfrZx9dqU4Nu%2BRWx%2BBcXExLv4h%2FiF8RrA7zMlhLjeT9GHBJxAwTVKFYYLpw07iIpHhe847%2F6f3Xx%2BJPCIKnu94el1bdh47d4todHze0e1%2BmPt95x13HTzv%2FHuGouRhd9pxu4MXt5x7bOcWscf7oscoPjwxtx%2FXt4zeXwmf45qheXsnZUoj9AEvTWhfZmCCtYn7ku3ZWZRomJpQIPneYS6LzCvp9VE0K8Hrm0mGyRDpa5ElL3aIBo0%2FzcdjDt5JJAe5mPUlV25emfQRQi52SChkvOGQ9%2Fve0A4yvINuGIPFra9vO%2F2xq4ozu8zm7EFvzkEyWd7eEpC8Tc0WS1b9qSPnxXZ47JNSgI%2FyMekev%2F8eKQabAaliCpzU0y5F29qiVkt9%2FmIecKAefycTO%2FdGpUQ0hT1dJa2LPX2JMn16x0fcN26gj%2BPQus5Xdh2hT6TGf%2Brmou5zqN3DTDvatOoRdm%2BOSjvLIepN1vpUaQuB9gSReuO%2FWoubXH2riKkGtEKIfhT1Hc0cr6VwsAc0rqImJj5LSu%2Bph70UsGpsge5PcNXtnq4Gf4Ko%2BRPw%2BX2iiz4DoCXe1qF1I6D7wZZkW7tW5DmpjR6G2jzoPMxpXf0NOXQogjqBfeiVrewBrLccm7NVoZ2TKMNjLyqgm%2F6UM3IYr1Bt8I7VGns1IUa930XNoff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AxNRE0NjMhMhYVERQGIyEiJhkBNDYzITIWFREUBiMhIiYBETQ2MyEyFhURFAYjISImGQE0NjMhMhYVERQGIyEiJh0VAZAVHR0V%2FnAVHR0VAZAVHR0V%2FnAVHQJYHRUBkBUdHRX%2BcBUdHRUBkBUdHRX%2BcBUdMgGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHf29AZAVHR0V%2FnAVHR0CbQGQFR0dFf5wFR0dAAAJAAAAAARMBEwADwAfAC8APwBPAF8AbwB%2FAI8AdgCyDQAAK7E8bDMzsATNsTRkMjKwHS%2BxTHwzM7AUzbFEdDIysC0vsVyMMzOwJM2xVIQyMgGwkC%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%2BwTDOwHM2wRDKwLS%2BwXDOwJM2wVDIBsGAvsADWsRAgMjKwCc2xFygyMrAJELEwASuxQFAyMrA5zbFIWDIysWEBKwAwMT0BNDY7ATIWHQEUBisBIiYRFBY7ATI2PQE0JisBIgYVPQE0NjsBMhYdARQGKwEiJgE1NDYzITIWHQEUBiMhIiYRNTQ2MyEyFh0BFAYjISImETU0NjMhMhYdARQGIyEiJh0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHQGQHRUCvBUdHRX9RBUdHRUCvBUdHRX9RBUdHRUCvBUdHRX9RBUdMsgVHR0VyBUdHQGlFR0dFcgVHR0VyMgVHR0VyBUdHfz1yBUdHRXIFR0dAaXIFR0dFcgVHR0BpcgVHR0VyBUdHQAAAAEAHQAiBPIEKgAFAAATCQEnAScdAaMDMtT9oc4Bxv5cAzTU%2FaHPAAABAGoAagRGBEYACwAAEwkBNwkBFwkBBwkBagEa%2FubUARoBGtT%2B5gEa1P7m%2FuYBPgEaARrU%2FuYBGtT%2B5v7m1AEa%2FuYAAAMAF%2F%2FsBMQEmQATABsAJwC3ALIOAAArsBIvsBfNsBwvsCMzsB3NsCEyshwdCiuzQBwmCSuyHRwKK7NAHR8JK7AbL7ADzQGwKC%2BwAdawFc2wFRCxJgErsB4ysCXNsCAysiUmCiuzQCUjCSuyJiUKK7NAJhwJK7AlELEZASuwBc2xKQErsSYVERKyAhYbOTk5sCURsBI5sBkSswMXEBokFzmwBRGwBzkAsRcSERKwEDmxHQ4RErMABRUYJBc5sBsRshQZATk5OTAxEhAAIAAVFAcBFhQPAQYiJwEGIyICEBYgNhAmIAM1MzUzFTMVIxUjNRcBHAGQARxOASwHB20IFAj%2B1HeOyIPCARLBwf7uRmTIZGTIAe0BkAEc%2FuTIjnf%2B1AgUCG0HBwEsTgJs%2FvDCwQESwf5ZyGRkyGRkAAADABf%2F7ATEBJoAEwAbAB8AXQCyDgAAK7ASL7AXzbAbL7ADzQGwIC%2BwAdawFc2wFRCxGQErsAXNsSEBK7EZFREStQMCEBIcHSQXObAFEbAHOQCxEg4RErAJObAXEbAQObAbErUBAAcFHB4kFzkwMRIQACAAFRQHARYUDwEGIicBBiMiAhAWIDYQJiADITUhFwEcAZABHE4BLAcHbQgUCP7Ud47Ig8IBEsHB%2Fu5GAZD%2BcAHuAZABHP7kyI15%2FtUHFgdtCAgBLE4CbP7wwsIBEML%2BWcgAAAIAFwAXBJkEsAAbACsARQCwGC%2BwCs0BsCwvsADWsAfNsgcACiuzQAcDCSuwBxCxDAErsBPNsgwTCiuzQAwQCSuxLQErsQwHERKzFxgcIyQXOQAwMRM0EjcVDgEVFBYgNjU0Jic1FhIVFA4CIi4CARQWOwEyNjURNCYrASIGFRfSp2d8%2BgFi%2Bnxnp9Jbm9Xs1ZtbAd0dFWQVHR0VZBUdAli3ASg%2BpjfIeLH6%2BrF4yDemPv7Yt3bVm1tbm9UBDBUdHRUBkBUdHRUABABkAAEEsASxAAMABwALAA8AMACyBAAAK7EIDDMzAbAQL7AE1rAHzbAHELEIASuwC82wCxCxDAErsA%2FNsREBKwAwMTczESMBETMRMxEzETMRMxFkyMgBLMhkyGTIAQEs%2FtQB9P4MAyD84ASw%2B1AAAAIAGgAbBJYElgBHAFEAYgCwEi%2BwUM2wSy%2BwNs0BsFIvsADWsEjNsEgQsU0BK7AkzbFTASuxSAARErELPTk5sE0Rsw8VMzkkFzmwJBKxGS85OQCxUBIRErEHHTk5sEsRswMhJ0UkFzmwNhKxK0E5OTAxExQfAhYfAQcWFzcXFh8CFjMyPwI2PwEXNjcnNzY%2FAjY1NC8CJi8BNyYnBycmLwImIyIPAgYPAScGBxcHBg8CBgU0NjIWFRQGIiYaBpcCDhgDUC08hQUtMQUmKCIbLyYGLi8FhjgwUAMYDwGYBQWYARAXA1AsPIYFLTAGJigiGy8mBTIsBYU7LlADGQ0ClwYBZ36yfn6yfgJZISkmBjEsBYY7LlEDGg0ClwUFlwINGgNRLD2GBSwxBiYoIhwtJgYzKgWGOi9RAxkOAZgFBZgBDhkDUS86hgUvLgYmMBlYfn5YWX5%2BAAAABwBk%2F%2F8EsAUUABkAIwAnACsALwAzADcAiQCyIQAAK7AkzbIoMDQyMjKwJy%2ByKjI2MzMzsBvNsBcvsATNsQ4sMjKwLy%2BwCc0BsDgvsBrWsCTNsCQQsSUBK7AFMrAozbAsMrIlKAors0AlAAkrsCgQsSkBK7AwzbAwELExASuwLTKwNM2wDTKyNDEKK7NANBMJK7A0ELE1ASuwHc2xOQErADAxEzU0NjMhNTQ2MyEyFh0BITIWHQEUBiMhIiYTESERFAYjISImNzMRIxMzESMRITUhEzMRIxMzESNkDwoBEzspASwpOwETCg8OC%2FvmCw5kA4Q7Kf1EKTtkZGTIZGQBLP7UyGRkyGRkBAEyCg9kKTs7KWQPCjILDg78bgMg%2FOApPDwpArz9RAK8ASxk%2B7QCvP1EArwAAAAAAQABAAEFFQTdAAoALACyCQAAK7AEMwGwCy%2BwCdawCM2wCBCxBQErsATNsQwBK7EFCBESsAE5ADAxEwkBIxEhESERIREBApAChMj%2B1P7U%2FtQCWQKE%2FXz9qAGQ%2FnACWAAAAgBkAAAD6ASwAA4AEQAiALIMAAArAbASL7AB1rAGzbIGAQors0AGCAkrsRMBKwAwMTcRNDYzIREhERQGIyEiJgERAWQOCwHbAZAOC%2FyuCw4CWAEsGQR%2BCw7%2BDP1dCw4OAxIBLP7UAAADAAQABASsBKwACwATABkAggCwCi%2BwD82wFC%2BwF82yFxQKK7NAFxUJK7ATL7AEzQGwGi%2BwAdawDc2wDRCxFAErsBfNshcUCiuzQBcZCSuwFxCxEQErsAfNsRsBK7EUDRESswoDDhMkFzmxERcRErMJBA8SJBc5ALEUDxESswcADRAkFzmxExcRErMGAREMJBc5MDESEBIkIAQSEAIEICQSEBYgNhAmIBMRMxEzFQSgARIBRAESoKD%2B7v68%2Fu4W8wFW8%2FP%2BqkdkyAG2AUQBEqCg%2Fu7%2BvP7uoKACX%2F6q8%2FMBVvP9%2FgGQ%2FtRkAAAAAAL%2FnAAABRQEsAALAA8ALgCyAAAAK7AHM7AKL7AMzbAPL7ADzbIDDwors0ADAQkrsAUyAbAQL7ERASsAMDEjATMDMwMzASEDIwMTMwMjZAGv0RWiFNABr%2F3mKfIoMeAbqgSw%2FtQBLPtQAZD%2BcAH0ASwAAAAAAgAAAAAETASwAAsADwBKALILAAArsAzNsA8vsAnNsAEyAbAQL7AE1rAHzbIEBwors0AEAAkrsAcQsQ0BK7AKzbERASuxBwQRErECCTk5sA0RsQgMOTkAMDExESEBMxEhETMBIRElMzUjAer%2B3sgBLMj%2B3gHq%2FuGvrwGQASwB9P4M%2FtT%2BcMhkAAMAAQABBK8ErwAPABcAHgBjALINAAArsBPNsBcvsAXNAbAfL7AB1rARzbARELEZASuwHM2wHBCxFQErsAnNsSABK7EZEREStA0EEhcYJBc5sBwRsB45sBUStAwFExYdJBc5ALEXExEStQEICQAaHiQXOTAxEjQ%2BAjIeAhQOAiIuARIQFiA2ECYgAzMRMxEzAwFfoN703qBfX6De9N6gXPIBVPLy%2FqxQlsiW%2BgHe9N6gX1%2Bg3vTeoF9foAIC%2Fqzy8gFU8v5kASz%2B1P7UAAMABAAEBKwErAALABMAGgBhALAKL7APzbATL7AEzQGwGy%2BwAdawDc2wDRCxGQErsBjNsBgQsREBK7AHzbEcASuxGQ0RErQKAw4TFCQXObAYEbAVObARErQJBA8SFiQXOQCxEw8RErUBBgcAFRgkFzkwMRIQEiQgBBIQAgQgJBIQFiA2ECYgAxsBIxEjEQSgARIBRAESoKD%2B7v68%2Fu4W8wFW8%2FP%2Bqk%2F6%2BpbIAbYBRAESoKD%2B7v68%2Fu6goAJf%2Fqrz8wFW8%2F5iASz%2B1P7UASwAAAACAAAAAASwBLAACwATACkAsgkAACuwDM2wEDKwEy%2BwAs0BsBQvsRUBKwCxDAkRErIEAQ45OTkwMTUREyEbARQGIyEiJhMzFyE3MwMhyAMgxwEOC%2FuCCw7IyDIBLDLIYf2iGQHbArz9RP4lCw4OAebIyAH0AAMABAAEBKwErAALABUAGABGALAKL7APzbAUL7AEzQGwGS%2BwAdawDM2wDBCxEQErsAfNsRoBK7ERDBEStQQJCgMWGCQXOQCxFA8RErUBBgcAFhckFzkwMRIQEiQgBBIQAgQgJBMUFiA2NTQmIAYBEQUEoAESAUQBEqCg%2Fu7%2BvP7uFvMBVvPz%2FqrzAToBKQG2AUQBEqCg%2Fu7%2BvP7uoKABtKzy8qyr8%2FP%2BigGRyAABABcAFwSZBLAAHABTALAFL7ANzbARL7AZzQGwHS%2BwAdawD82wDxCxCgErsAnNsR4BK7EKDxEStQUEExQXGSQXObAJEbEVFjk5ALERDREStAEACRQVJBc5sBkRsBc5MDESFB4CMj4CNSMUBiAmEDYzMhcHIREHJiMiDgEXW5vV7NWbW5b6%2Fp76%2BrGIbpIBkJGdxnbVmwLO7NWbW1ub1Xax%2BvoBYvpRkgGQkXpbmwAAAAIAFwAABJkEsAAQACEAegCyEQAAK7AfL7AWzbIWHwors0AWGgkrsA0vsAXNsg0FCiuzQA0ACSsBsCIvsADWsBDNsBAQsRkBK7AazbEjASuxEAARErEREjk5sBkRtwcFCwoTFB8hJBc5sBoSsQkIOTkAsRYfERKwITmwDRGxCRI5ObAFErAHOTAxEzQ%2BAjMyFzcRITcmIyIGFQMRIQcWMzI2NTMUDgIjIicXW5vVdsadkf5wk3CHsfpJAZCTcIex%2BpZbm9V2xp0CWHbVm1t6kf5wk1D6sf2oAZCTUPqxdtWbW3oAAAoAZAAABLAEsAADAAcACwAPABMAFwAbAB8AIwAnAFAAsAgvsBgzsAnNsBoysAwvsBwzsA3NsB0ysBAvsCAzsBHNsCEysBQvsCQzsBXNsCUyAbAoL7AI1rIMEBQyMjKwC82yDhIWMjIysSkBKwAwMTMhESETESERJTUzFSc1MxUnNTMVJzUzFRMhNSE9ASEVJTUhFSU1IRVkBEz7tGQDhPzgZGRkZGRkZGQB9P4MAfT%2BDAH0%2FgwB9ASw%2B7QDhPx8ZGRkyGRkyGRkyGRk%2FahkZGRkyGRkyGRkAAIAAAAABEwEsAAZACMASgCyFwAAK7AgL7AJzQGwJC%2BwBdawGs2yBRoKK7NABQAJK7AaELEbASuwDs2yDhsKK7NADhMJK7ElASsAsSAXERKzBA4FGiQXOTAxNRE0NjsBNTQ2MyEyFh0BMzIWFREUBiMhIiYBITU0JisBIgYVOylkdlIBLFJ2ZCk7Oyn8fCk7AZABLB0VyBUdZAJYKTvIUnZ2Usg7Kf2oKTs7AuWWFR0dFQAAAAIAZAAABEwETAADABUAFwCyAAAAKwGwFi%2BwANawA82xFwErADAxMxEzERM%2BAR4CPgE3EQ4BLgMGB2RkZDyHeHxyamQpKHuEkId0WhQETPu0AZA8MA0hGwVPUQH0UUUKKCgKRVEAAAAAAwAAAAAEsASXACEAMQBBAGcAsi8AACuwPjOwJs2wNjKwDC%2BwHc0BsEIvsADWsAfNsAcQsSIBK7ArzbArELEyASuwO82wOxCxEAErsBfNsUMBK7EyKxESswwLHRwkFzkAsSYvERK0BxATFAMkFzmwDBGxCA85OTAxERQWOwEyNjURND4BIB4BFREUFjsBMjY1ETQuAiIOAhUTETQ2OwEyFhURFAYrASImJRE0NjsBMhYVERQGKwEiJg4LMgsOjeQBBuSNDgsyCw5jo97o3qNjyAwIoAgMDAigCAwCWAwIoAgMDAigCAwBEwsODgsBLH%2FRcnLRf%2F7UCw4OCwEsdN6jY2Oj3nT91QHMCAwMCP40CAwMCAHMCAwMCP40CAwMAAAAAgAAAMgEWAPoAAUAEQAAESEFEQUhATcnNxc3FwcXBycHASwBLP7U%2FtQCsI2NR42NR42NR42NAZDIAyDI%2FquNjUeNjUeNjUeNjQAAAAIAAADIA3AD6AAFAA8AEgABsBAvsA7WsAnNsREBKwAwMREhBREFISU3FhUUByc2NTQBLAEs%2FtT%2B1AK8RW9qQ1YBkMgDIMg5NYevqYU2boqSAAAAAAMAAAC6BGID9wAFAA8AHQA8ALAAL7ABzQGwHi%2BwDtawCc2wCRCxEwErsBrNsR8BK7ETCRESsxAWFx0kFzkAsQEAERKzCQ4TGiQXOTAxGQEhJRElATcWFRQHJzY1NDcXFhUUDwEXNzY1NC8BASwBLP7UAZJFb2pDVl4He3cHUQaOkAYBkQGQyPzgyAHJNYevqoU3boqRzQiXwb2WCEIIsuPmsggADQAAAAAEsASwAAcAEQAVABkAHQAhAC8AMwA%2FAEMARwBLAE8BAQCyAAAAK7EwRDMzsBLNsikxRTIyMrAaL7InK0wzMzOwG82yJS1NMjIysCIvsQIGMzOwI82wCDKwHi%2BxDkgzM7AhzbE0STIyAbBQL7Aa1rEFHjIysB3NsQMfMjKwHRCxMAErsQ0sMjKwM82wNTKwMxCxLgsrsCoysCXNsEAysi4lCiuzQC4iCSuyAQsPMjIysCUQsTcBK7FESDIysDvNsSZKMjKwOxCxTAErsEIysE%2FNsjk9RjIyMrFRASuxMB0RErUUFRgZND8kFzmxNyURErIoKTg5OTkAsSIbERKzExQ4OSQXObAjEbIEOjs5OTmwHhJACQUWGTY3PD1AQyQXOTAxMSERIzUjFSM1MzUhNTM1IxEhExEhEQERIREDNTMVAzM1IwE1IREzFSMVIzUjNTM1AzUzFQMzETMRITUjNTMRIRMRIREDNSEVATUzFRM1MxUB9MhkyGQBkGRk%2FgxkASz%2B1AEsyGRkZGQBLAEsyGTIZGRkZGRkyAEsyMj9qMgBLMgBLP7UZGRkAfRkZGRkZGQBLPu0ASz%2B1AK8ASz%2B1P2oZGQCvGT%2BDGT%2B1GRkZGTI%2FgxkZAPo%2FtT%2B1MhkAfT%2BcAEs%2FtT84GRkA4RkZP1EZGQAAAAACQAAAAAEsASwAAMABwALAA8AEwAXABsAHwAjAHAAsgwAACuyBBQcMzMzsA3NsRUdMjKyDAAAK7AFzQGwJC%2BwCNawC82wCxCxEAErsAwysBPNsA%2FNsBMQsRQLK7AXzbAXELEYCyuwG82wGxCxIAErsCPNsSUBK7EQCxESsQcGOTmxGxcRErEcHTk5ADAxNTMRIxM1IRUnETMRFzUzFScRMxEVNTMVNREzERU1MxUnETMRZGRkASzIZMhkZMhkZMhkyMgD6PtQZGTIA%2Bj8GMhbW8gD6PwYyFtbyAPo%2FBjIW1vIA%2Bj8GAAAAAIAAAAABLAEsAAHABMAKQCyBwAAK7ASL7AEzQGwFC%2BwAdawCc2xFQErALESBxESsgAGCzk5OTAxERM0NjMhCQEAFBcWMjc2NCcmIgcBDwoB2gK8%2Fgz92B0eUx4dHR5THgK8AdsKD%2F1E%2FgwD41QdHh4dVB0eHgAAAAMAAQAABd0EsAAHABMAGQAxALIHAAArsBczsBIvsATNsBQyAbAaL7AB1rAJzbEbASsAsRIHERK0AAYLFhkkFzkwMRsBNDYzIQkBABQXFjI3NjQnJiIHJTMJAScBAQEOCwHaArz%2BDP3XHh1UHR4eHVQdAgtkArz%2BDDIBwgK8AdsLDv1E%2FgwD41QdHh4dVB0eHrD9RP4MMgHCAAAAAAEAZAAABLAEsAAKAD8AsgAAACuwBy%2BwAs0BsAsvsADWsArNsAoQsQUBK7AEzbEMASuxCgARErICBwg5OTkAsQcAERKyAQQFOTk5MDEzETchEQcRIQchEWSvA51k%2FRJkAu4EAa%2F8GGQD6GT8GAAAAAABAMgAAARMBLEACgAAMwkBETQmIyEiBhXIAcIBwh0V%2FOAVHQG8%2FkUEfhQeHhQAAAADAAAAAASwBLAACwAXACcAWQCyJQAAK7AczbAKL7ADzbIKAwors0AKAAkrsAcysgMKCiuzQAMBCSuwBTIBsCgvsADWsAvNsAIysAsQsQgBK7AFMrAHzbEpASuxCAsRErMMDyciJBc5ADAxNREzFyE3MxEjNSEVExchNwMuASMhIgYHAzc%2BATMhMhYfARYGIyEiJshkAlhkyMj84DUoAlA%2BXgIQCv4%2BChACQiYCEwoB9AoTAiYCCwr9qAoLZAK8yMj9RMjIAtl8fAFaCw4OC%2FuBmAoODgqYCg4OAAAABAAAAGQEsARMAB0AJQAtADEAbwCwAy%2BwJc2wKS%2BwLc2wIS%2BwE80BsDIvsADWsB%2FNsh8ACiuzQB8vCSuwHxCxJwErsCvNsTMBK7EfABESsBk5sSsnERKzISQlICQXOQCxLSkRErMfIiMeJBc5sCERsS4xOTmwExK0CxkaLzAkFzkwMTUUFjMhMjY1ETQmKwEuBCsBIg4CDwEjIgYVADQ2MhYUBiICFBYyNjQmIiU1MxU7KQPoKTs7KZYEDzM3UyrIKVI6LgsMlik7AWSQyJCQyAY%2BWD4%2BWAFYZMgpOzspAlgpOwgbRTUrKTs7FRQ7Kf5wyJCQyJABIFg%2BPlg%2BXmRkAAIANQAABLAErwAeACIAHgCyAAAAK7ANM7AezbICDA8yMjIBsCMvsSQBKwAwMTMhNSIuAT8BIRcWBiMVITUmJy4BLwEBIwEGBw4BDwEBExcTNQFtKT4kE1wBh1IQKzUBoSIoEh4GBv5%2FXf5xGBwMKg8PAWuyLnRCFjYs6t4tV0JCASoTLg4NA%2Bb8EjAbDBoHBwHHAcmM%2FsMAAwBkAAADwwSwACAAKQAxAGUAsiAAACuwIc2yIAAAK7ABzbApL7AqzbAxL7ANzbANELALzQGwMi%2BwBNawIc2wKjKwIRCxLgErsBDNsCUg1hGwHM2xMwErsSUuERKwFjkAsSkhERKwHDmwKhGwFjmwMRKwEDkwMTM1PgE1ETQuAyc1BTIWFRQOAg8BHgQVFA4BIyczMjY1NCYrATUzMjY1NCYjZCk7AgkWJB8B13i6FyEiCwwIG0U0K3amT8ihWYB9Xp%2BLTGyom1kHMygDOxwXHQ0PB0cBsIw3XTcoCAcDDDNBdkZUkU3IYVRagWR7TVJhAAAAAAEAyAAAA28EsAAZACAAsgAAACuwAc2wGDKwCy%2BwDjOwDM0BsBovsRsBKwAwMTM1PgE3EzYmJy4BJzUhFw4DDwEDBhYXFchNcwitCihHBgkFAakCIToiGQUFgAowRzkHQy8DUTgkEwEDATk5CCMnJQwM%2FMc0PAY5AAL%2FtQAABRQEsAAJACUAfgCyGwAAK7AfL7ICBRYzMzOwDM2yHwwKK7NAHxAJK7AKMgGwJi%2BwAdawB82wBxCxCgErsCXNsCUQsR0BK7AYzbIYHQors0AYGgkrsh0YCiuzQB0bCSuwGBCxEAErsA%2FNsScBK7EKBxESsQUIOTkAsR8bERKwCTmwDBGwBDkwMSczESM3FyMRMwcTETMhMxEjNC4DKwERFxUhNTcRIyIOAxVLS0t9fUtLffqWAryWMhAVLiEiyGT%2BcGTIIiEvFBHIAyCnp%2FzgpwNjASz%2B1B0nFQkC%2FK4yZGQyA1ICCRUnHQAAAAIAIf%2B2BI8EsQAJACUAiQCyCAAAK7ACzbAfL7AWM7AMzbIfDAors0AfCgkrsA8yAbAmL7AK1rAlzbAlELEdASuwGM2yGB0KK7NAGBoJK7IdGAors0AdGwkrsBgQsRABK7APzbEnASuxHSURErMCCAkBJBc5sRAYERKzBAYHAyQXOQCxAggRErEABTk5sB8RsgEEGjk5OTAxPwEVITUXBzUhFQMRMyEzESM0LgMrAREXFSE1NxEjIg4DFSGnAyCnp%2FzgZJYCvJYyEBQvISLIZP5wZMgiIS4VEDN9S0t9fUtLA88BLP7UHScVCQL9djJkZDICigIJFScdAAAAAAQAAAAABLAETAAPAB8ALwA%2FAAA1FBYzITI2PQE0JiMhIgYVNRQWMyEyNj0BNCYjISIGFTUUFjMhMjY9ATQmIyEiBhU1FBYzITI2PQE0JiMhIgYVHRUETBUdHRX7tBUdHRUDIBUdHRX84BUdHRUD6BUdHRX8GBUdHRUCWBUdHRX9qBUdMhQeHhRkFR0dFcgUHh4UZBUdHRXIFB4eFGQVHR0VyBQeHhRkFR0dFQAEAAAAAASwBEwADwAfAC8APwAANRQWMyEyNj0BNCYjISIGFREUFjMhMjY9ATQmIyEiBhUTFBYzITI2PQE0JiMhIgYVERQWMyEyNj0BNCYjISIGFR0VBEwVHR0V%2B7QVHR0VBEwVHR0V%2B7QVHcgdFQK8FR0dFf1EFR0dFQK8FR0dFf1EFR0yFB4eFGQVHR0VAfQUHh4UZBUdHRX%2BcBQeHhRkFR0dFQH0FB4eFGQVHR0VAAQAAAAABLAETAAPAB8ALwA%2FACYAsg0AACuwBM2wLS%2BwJM2wHS%2BwFM2wPS%2BwNM0BsEAvsUEBKwAwMT0BNDYzITIWHQEUBiMhIiYTNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJhM1NDYzITIWHQEUBiMhIiYdFQRMFR0dFfu0FR1kHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHcgdFQJYFR0dFf2oFR0yZBUdHRVkFB4eAmxkFR0dFWQUHh7%2B6GQVHR0VZBQeHgJsZBUdHRVkFB4eAAQAAAAABLAETAAPAB8ALwA%2FACYAsg0AACuwBM2wHS%2BwFM2wLS%2BwJM2wPS%2BwNM0BsEAvsUEBKwAwMT0BNDYzITIWHQEUBiMhIiYRNTQ2MyEyFh0BFAYjISImETU0NjMhMhYdARQGIyEiJhE1NDYzITIWHQEUBiMhIiYdFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0yZBUdHRVkFB4eAUBkFR0dFWQUHh4BQGQVHR0VZBQeHgFAZBUdHRVkFB4eAAAAAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AUgCyDQAAK7BMM7AEzbBEMrAdL7BcM7AUzbBUMrAtL7BsM7AkzbBkMrA9L7B8M7A0zbB0MgGwgC%2BwANayECAwMjIysAnNshgoODIyMrGBASsAMDE9ATQ2OwEyFh0BFAYrASImETU0NjsBMhYdARQGKwEiJhE1NDY7ATIWHQEUBisBIiYRNTQ2OwEyFh0BFAYrASImATU0NjMhMhYdARQGIyEiJhE1NDYzITIWHQEUBiMhIiYRNTQ2MyEyFh0BFAYjISImETU0NjMhMhYdARQGIyEiJh0VZBUdHRVkFR0dFWQVHR0VZBUdHRVkFR0dFWQVHR0VZBUdHRVkFR0BLB0VAyAVHR0V%2FOAVHR0VAyAVHR0V%2FOAVHR0VAyAVHR0V%2FOAVHR0VAyAVHR0V%2FOAVHTJkFR0dFWQUHh4BQGQVHR0VZBQeHgFAZBUdHRVkFB4eAUBkFR0dFWQUHh78kGQVHR0VZBQeHgFAZBUdHRVkFB4eAUBkFR0dFWQUHh4BQGQVHR0VZBQeHgAABv%2BbAAAEsARMAAYACgAaACoAOgBKACAAsAAvsCYzsAHNsC4yAbBLL7FMASsAsQEAERKwBDkwMQM1MzUXBzUTMxEjExQWMyEyNj0BNCYjISIGFTUUFjMhMjY9ATQmIyEiBhU1FBYzITI2PQE0JiMhIgYVNRQWOwEyNj0BNCYrASIGFWXJpqbIZGTIHRUCWBQeHhT9qBUdHRUBLBQeHhT%2B1BUdHRUB9BQeHhT%2BDBUdHRVkFB4eFGQVHQH0ZEt9fUv%2BDARM%2B%2BYUHh4UZBUdHRXIFB4eFGQVHR0VyBQeHhRkFR0dFcgUHh4UZBUdHRUAAAAABgABAAAFFQRMAA8AHwAvAD8AQwBKABcAskAAACsBsEsvsEDWsEPNsUwBKwAwMTcUFjMhMjY9ATQmIyEiBhU1FBYzITI2PQE0JiMhIgYVNRQWMyEyNj0BNCYjISIGFTUUFjsBMjY9ATQmKwEiBhUBETMRExc1MzUjNQEdFQJYFB4eFP2oFR0dFQEsFB4eFP7UFR0dFQH0FB4eFP4MFR0dFWQUHh4UZBUdAyBkIafIyDIUHh4UZBUdHRXIFB4eFGQVHR0VyBQeHhRkFR0dFcgUHh4UZBUdHRX75gRM%2B7QCJn1LZEsAAgAAAMgEsAPoAA8AEgAtALANL7AEzbAEzQGwEy%2BwANawCc2xFAErsQkAERKwEDkAsQQNERKxERI5OTAxGQE0NjMhMhYVERQGIyEiJgkBESwfAu4fLCwf%2FRIfLAOEASwBEwKKHywsH%2F12HywsAWQBLP2oAAADAAAAAASwBEwADwAXAB8AWQCyDQAAK7AfL7AbzbAXL7AEzQGwIC%2BwANawEM2wEBCxGQErsB3NsB0QsRUBK7AJzbEhASuxHRkRErARObAVEbETEjk5ALEfDRESshATFTk5ObAbEbAUOTAxNRE0NjMhMhYVERQGIyEiJj8BBScBExEhEjQ2MhYUBiIaEgRYExkZE%2FuoEhpk9wEqSgEl7PwYbE5wTk5wLAP0EhoaEvwMEhoa7baDnAE%2B%2FuAB9P7OcE5OcE4AAgCU%2F%2FMEHAS9ABQAHgA9ALINAAArsB0vsATNAbAfL7AA1rAVzbAVELEbASuwCM2xIAErsRsVERKxDQQ5OQCxHQ0RErIHABg5OTkwMRM0PgEzMh4BFAcOAQ8BLgQnJjcUFjMyNjQmIgaUedF6e9B5SUm7OTkKImNdcys%2Fwpdqa5eX1pYC6XzXgX7V9pVy9kJCCSJrb6BLi5Zrl5fWlpcAAAIAAQABBK8ErwAPABUASQCyDQAAK7ATzbAUL7AFzQGwFi%2BwAdawEc2wERCxEwErsAnNsRcBK7ETERESsQ0EOTmwCRGxBQw5OQCxFBMRErMBCAkAJBc5MDESND4CMh4CFA4CIi4BEhAWMxEiAV%2Bg3vTeoF9foN703qBN%2B7CwAd703qBfX6De9N6gX1%2BgAgn%2BnvoDVgACAHUABAPfBQ8AFgAlAAATND4DNx4GFRQOAgcuAjceARc3LgInJjY%2FAQ4BdURtc3MeFUlPV00%2FJU5%2Bmk9yw4B%2BDltbEAcWLgoPAgkJXDcBll64oZ3FYEePdndzdYZFWZlkOwQGXrh%2BUmwaYgYWSihJjTQzbpYAAAADAAAAAATFBGgAHAAhACYAVwCyGgAAK7APzbAIL7AEzQGwJy%2BwANawDM2wDBCxEwErsBbNsSgBK7ETDBESswYdHiAkFzmwFhGxHyI5OQCxCA8RErMVHR8hJBc5sAQRsyAiIyUkFzkwMRkBNDYzBBcHISIGFREUFjMhMjY9ATcVFAYjISImJTcBJwkBFzcvAeulAW4fuv7JKTs7KQH0KTvI66X%2B1KXrAbShAZxy%2FmsB%2BXFxFVwBkAEspesGCLo7Kf4MKTs7KX3I4aXr62oyAZxx%2FmsB%2BHFxVRwAAAAAAgAAAAAElQRMABwALgBIALIaAAArsBDNsCIvsCfNsAkvsATNsAQQsAbNAbAvL7AA1rANzbEwASsAsSIQERKyFR0kOTk5sQkaERKwJTmxBAYRErAmOTAxGQE0NjMhFwYHIyIGFREUFjMhMjY1NxUUBiMhIiYBPgMfARUJARUiDgXrpQEFAoVVkSk7OykB9Ck7yOul%2FtSl6wGnHmdnXx4dAWj%2BmQcYSENWQzkBkAEspetQIFg7Kf4MKTs7KZk1pevrASEmNBMJAQHRAUQBPtgCDhczQ20AAAAAAgAAAAAEqARMAB0AIwBSALIbAAArsBDNsAkvsATNAbAkL7AA1rANzbANELEUASuwF82xJQErsRQNERKzBx4fIiQXObAXEbAhOQCxCRARErMWHyIjJBc5sAQRsSAhOTkwMRkBNDYzITIXByEiBhURFBYzITI2PQE3FRQGIyEiJgkCJwEn66UBLD1Csv6jKTs7KQH0KTvI66X%2B1KXrAVYBGwI3if5SkgGQASyl6xexOyn%2BDCk7OylFyKml6%2BsBjf7kAjeJ%2FlGTAAABAAAAAQSwBLEAFwBFALISAAArsBYvsA4zsALNsAkyAbAYL7AU1rADMrAQzbAIMrEZASuxEBQRErEGEjk5ALEWEhESsQ0XOTmwAhGxAAw5OTAxEQEVMzUjCQEjFTM1CQE1IxUzCQEzNSMVASzIyAEsASfDyAEs%2FtTIw%2F7Z%2FtTIyAJbASjGyAEs%2FtTIxv7Y%2FtTGyP7UASzIxgAAAAABAMgAAAOEBEwAEwAdALIRAAArsAszAbAUL7AA1rANzbAIMrEVASsAMDE3ETQ2OwEyFhURAREBERQGKwEiJsgdFWQVHQH0%2FgwdFWQVHTID6BUdHRX%2BSwHn%2B7QB6P5KFR0dAAAAAQAAAAAEsARMABcAHwCyFQAAK7ENDzMzAbAYL7AA1rARzbAIMrEZASsAMDE1ETQ2OwEyFhURAREBEQERAREUBisBIiYdFWQVHQH0AfT%2BDP4MHRVkFR0yA%2BgVHR0V%2FksB5%2F4ZAef7tAHo%2FhgB6P5KFR0dAAABAIgAAASwBEwABgAUALIGAAArsAQzAbAHL7EIASsAMDETAREBEQERiAI0AfT%2BDAImAib%2BGQHn%2B7QB6P4YAAAAAQDIAAAETARMAAIAADMJAcgDhPx8AiYCJgAAAAIAyABkA4QD6AAPAB8AADcUFjsBMjY1ETQmKwEiBhUBFBY7ATI2NRE0JisBIgYVyB0VyBUdHRXIFR0BkB0VyBUdHRXIFR2WFR0dFQMgFR0dFfzgFR0dFQMgFR0dFQAAAAEAyABkBEwD6AAPAAA3FBYzITI2NRE0JiMhIgYVyB0VAyAVHR0V%2FOAVHZYUHh4UAyAVHR0VAAAAAQAAAAAEKARMAAYAFACyAAAAK7AFMwGwBy%2BxCAErADAxMREBEQkBEQH0AjT9zARM%2FhkB5%2F3a%2FdoB6AAAAQAAAAAEsARMABcAHwCyAAAAK7EQFjMzAbAYL7AU1rAEMrANzbEZASsAMDExEQERARE0NjsBMhYVERQGKwEiJjURAREB9AH0HRVkFR0dFWQVHf4MBEz%2BGQHn%2FhkBtRUdHRX8GBUdHRUBtv4YAegAAAEBLAAAA%2BgETAATAB0AsgAAACuwDjMBsBQvsBLWsAIysAvNsRUBKwAwMSERARE0NjsBMhYVERQGKwEiJjURASwB9B0VZBUdHRVkFR0ETP4ZAbUVHR0V%2FBgVHR0VAbYAAAIAZADIBLAEKAAPABIAEgCwDS%2BwBM0BsBMvsRQBKwAwMTc1NDYzITIWHQEUBiMhIiYRIQFkHRUD6BUdHRX8GBUdBEz92vpkFR0dFWQVHR0BDwI0AAEAuQAHA%2FkEqQAFAAATATcJASe5AlDw%2Fp8BYfACV%2F2w8AFhAWHwAAABARD%2F0gRSBHQACAAAJQkBNwEXBxUBARABYf6f8QI8FQH9sMIBYQFh8P3FFgEB%2FbEAAAAAAgADAAMErQStAAsAFwBCALAKL7AOzbAVL7AEzQGwGC%2BwAdawDM2wDBCxEQErsAfNsRkBK7ERDBESswQJCgMkFzkAsRUOERKzAQYHACQXOTAxEhASJCAEEhACBCAkEzMVMzUzNSM1IxUjA6ABEwFEAROgoP7t%2Frz%2B7YnIyMjIyMgBtgFEAROgoP7t%2Frz%2B7aCgAVHIyMjIyAACAAMAAwStBK0ACwAPAEkAsAovsAzNsA8vsATNAbAQL7AB1rAMzbAMELENASuwB82xEQErsQ0MERKzBAkKAyQXOQCxDAoRErEHADk5sQQPERKxAQY5OTAxEhASJCAEEhACBCAkEyE1IQOgARMBRAEToKD%2B7f68%2Fu2JAlj9qAG2AUQBE6Cg%2Fu3%2BvP7toKABUcgAAAAAAgADAAMErQStAAsAFwAyALAKL7AEzbAEzQGwGC%2BwAdawB82wB82xGQErsQcBERKxDBA5OQCxBAoRErENFTk5MDESEBIkIAQSEAIEICQTFzcXNyc3JwcnBxcDoAETAUQBE6Cg%2Fu3%2BvP7tU9WNjdWOjtWNjdSNAbYBRAEToKD%2B7f68%2Fu2goAEo1Y6O1Y2N1I2O1Y0AAAIAAwADBK0ErQALABEAMgCwCi%2BwBM2wBM0BsBIvsAHWsAfNsAfNsRMBK7EHARESsQwOOTkAsQQKERKxDQ85OTAxEhASJCAEEhACBCAkEwkBJwcnA6ABEwFEAROgoP7t%2Frz%2B7WsBFAGbr%2BxmAbYBRAEToKD%2B7f68%2Fu2goAGE%2FusBm67sZgAAAAADAAMAAwStBK0ACwA4ADwAbACwCi%2BwOc2wPC%2BwJ82wIS%2BwG82wNC%2BwBM0BsD0vsBLWsB7NsB4QsS4BK7AHzbE%2BASuxHhIRErEhNDk5sC4RtAkEKDo7JBc5ALEnPBESsQcAOTmwIRGwKjmwGxKyDA8uOTk5sDQRsQYBOTkwMRIQEiQgBBIQAgQgJBMzMhYyNjQ%2BBToBMzIWFRQGBw4EFzM%2BBDU0LgMjIg4CEzM1IwOgARMBRAEToKD%2B7f68%2Fu3JjwQPBwYCBQIJBA4EEwMTFggXBQ8nHRgByAUSLSIcIzFEMRsyUUUmiMjIAbYBRAEToKD%2B7f68%2Fu2goAIZAgYMCgcFAwIBFBAWDBABBBcfPSYDCikyWDIzTCgYBhg1YP4uZAADAAMAAwStBK0ACwAVABkAOwCwCi%2BwDM2wFS%2BwDjOwEs2wES%2BwFs2wGS%2BwBM0BsBovsRsBKwCxEhURErEHADk5sRYRERKxBgE5OTAxEhASJCAEEhACBCAkNyE1IxEhFTMVIxMzNSMDoAETAUQBE6Cg%2Fu3%2BvP7t7QGQZP7UZGRkyMgBtgFEAROgoP7t%2Frz%2B7aCgiWQBLGTIAZBkAAACAAAAAASwBLAAGAAvAGkAshQAACuwEi%2BwH82wHDKwAC%2ByDhkhMzMzsAHNsgwjLTIyMgGwMC%2BwFNayBRwpMjIysBPNsgceJzIyMrExASuxExQRErMiIy4vJBc5ALESFBESsBU5sQAfERKwHTmwARGyHigpOTk5MDERNTM%2BATc1MxUeAhczFSMOAQcVIzUuASczHgEXNTMVNjcjNTMuAScVIzUOAQczFcMfh4vINnZrEsvLGbdZyIyIHmAYb0vIlTTJyBllSshLbhjRAfTIfZUayMgUUINFyGaoIcXFG5d9SW0Yzs4wnshKahjMyxdsSMgAAAAAAwAEAAQErASsAAsAEwAfAEYAsAovsA%2FNsBMvsATNAbAgL7AB1rANzbANELERASuwB82xIQErsRENERK1BAkKAxQaJBc5ALETDxEStQEGBwAXHSQXOTAxEhASJCAEEhACBCAkEhAWIDYQJiADNyc3FzcXBxcHJwcEoAESAUQBEqCg%2Fu7%2BvP7uFvMBVvPz%2FqpJh4dth4dth4dth4cBtgFEARKgoP7u%2Frz%2B7qCgAl%2F%2BqvPzAVbz%2FduHh22Hh22Hh22HhwAAAAMABAAEBKwErAALABMAGQBGALAKL7APzbATL7AEzQGwGi%2BwAdawDc2wDRCxEQErsAfNsRsBK7ERDREStQQJCgMUGCQXOQCxEw8RErUBBgcAFxkkFzkwMRIQEiQgBBIQAgQgJBIQFiA2ECYgAzcXNxcBBKABEgFEARKgoP7u%2Frz%2B7hbzAVbz8%2F6qa41XzI7%2BpgG2AUQBEqCg%2Fu7%2BvP7uoKACX%2F6q8%2FMBVvP%2BI41XzY7%2BpwAAAAMABAAEBKwErAALABMAGwBGALAKL7AWzbARL7AEzQGwHC%2BwAdawDM2wDBCxGQErsAfNsR0BK7EZDBEStQQJCgMPFCQXOQCxERYRErUBBgcADhskFzkwMRIQEiQgBBIQAgQgJBMUFwEmIyIGExYzMjY1NCcEoAESAUQBEqCg%2Fu7%2BvP7uFj4COGR0q%2FPNYXCr8zsBtgFEARKgoP7u%2Frz%2B7qCgAbRzZAI3PvP98jvzq3BhAAAAAAEAAABjBLAD6AAGABoAsAUvsALNAbAHL7EIASsAsQIFERKwADkwMREBESERIRECWAJY%2FagCIwHF%2FtT%2B1P7TAAABAAAAYwSwA%2BgABgAaALAAL7ABzQGwBy%2BxCAErALEBABESsAQ5MDEZASERCQERAlgCWP2oAZABLAEs%2Fjv%2BQAEtAAAAAAEAzAAABEoEsAAGAB8AsgUAACsBsAcvsAXWsATNsQgBK7EEBRESsAE5ADAxEwkBIREhEcwBwgG8%2Ftb%2B1AJYAlj9qP2oAlgAAAEAaAAAA%2BYEsAAGAB8AsgYAACsBsAcvsAHWsATNsQgBK7EEARESsAY5ADAxEyERIREhAWgBKAEsASr%2BPwJYAlj9qP2oAAAAAAEAAADHBLAETAANAAA1PgM3EQkBEQ4DBkaJ55wCWP2oX7CkgsiE1a1nCAEP%2Fjv%2BQAEtAiREdQAAAgAAAAAEsASwAAYADQARALIAAAArAbAOL7EPASsAMDExERcBFwEXExcBFxEhF4EBJo7%2B2oHrjgEmgf5wgQGQgQEmjv7agQMJjgEmgQGQgQACACIAIwSOBI4ABgANAAA3ASchEScJAREXARcBFyIBJ4EBkIH%2B2QGogQEnjv7ZgbABJ4H%2BcIL%2B2QI1AZCBASeN%2FtmCAAMAFwAXBJkEmQAPAB8AIwBPALANL7AgzbAjL7AUzbAdL7AFzQGwJC%2BwAdawEM2wEBCxGQErsAnNsSUBK7EZEBEStQUMDQQhIyQXOQCxFCMRErEJADk5sB0RsQgBOTkwMRI0PgIyHgIUDgIiLgEBEx4BOwEyNjcTNiYrASIGEzM1Ixdbm9Xs1ZtbW5vV7NWbAVY6BCMUNhQjBDoEGBTPFRgwyMgB4uzVm1tbm9Xs1ZtbW5sCRv7SFB0dFAEuFB0d%2FcVkAAAFAAAAAASwBLAAJgAqADAANAA7ADQAsicAACuwMTOwKs2wMjIBsDwvsDHWsAUysDTNsAcysT0BK7E0MREStAsMEzU6JBc5ADAxETMVIREzESE1MzUjNjQmLwEuASMiDwEGByYvASYjIgYPAQ4BFBUjEyERIRMiNj8BFxMRIREBNx4DI2QBkMgBkGRvAQMCIgs9JyAd7xYSExXuIR0nPQojAgJvZAGQ%2FnBkAyITEtXbAZD%2Bj8oFDiASAgMgyAEs%2FtTIZAELEwisJzARkA0WGAyQEi4msQgUCgH8fAGQAfRgMC%2B%2F%2FHwBkP5wA4TFDClXOQACAAD%2F6gSvBLAAGwAyABcAsgAAACsBsDMvsCfWsA%2FNsTQBKwAwMRU1Ny4CPgE3PgU3FAIOBC4CIwc2Fjc2JT4DNz4BJyYiBgcOAQ8BBAfYCQgDFTguL2llmonoaCxKaHGDeHtcUw9jEidDNwE4RmFrWykWBAgHFCERI509Pf6PWRaPwTU8gGKCOzxVMy0eOR69%2FszQm1UzCQYTDzd%2FDVNCqCY%2FX4BUMhQJBR0ZM3MgIMXMAAABAG8ADAREBOcASAAjAAGwSS%2BwAdawRc2wRRCxPAErsUoBK7E8RRESsTo2OTkAMDESFBceARcWPgM3PgEnHgEHDgEHDgQeAT4BNz4ENzYCJxYXFicmJy4CNw4EFx4DDgQHBi4CNw4BbwUJRkYfQjo4KA8gDhRPVhEFHxYKCQ8DAwgOGSQYOURrQ0APJqWkFhUnRw8ST1MFMw0qZ0ouDwIMBAgBAQsQGhImOhcHDjQ%2FAblCHjh%2FLRUKJT49HkLtJ1CoZCFJLBMUIA8XCAsBBAYUHD1DbkOsAVNtLFWfBQIHIYbZlQgfZm2nUww7GzQbKBcZEAQKLk1WIC5uAAAD%2F8MAfQTtBDMAIQA%2FAEcAQwCwGi%2BwKc2wOi%2BwCc0BsEgvsDzWsDfNsUkBK7E3PBESQAoJGRoIKSg1PkBDJBc5ALEJOhEStwARJC41PkJHJBc5MDEDNz4GMh4FHwEHDgYiLgUnNx4FMj4ENy4EJxYVFAYiJjU0NwYXFhc3LgEvAT0aBhxGT3N2k5CTdnNPRhwGGhoGHEZPc3aTkJN2c09GHAabB0MtW1R6gHdSWSxICwE3HTo5HjGw%2BLAuZoUxaWklTBMUAlgoCihXVGBHLy9HYFRXKAooKAooV1RgRy8vR2BUVygKKApgPV44KygzXDtoDgFJJUU6GUpZfLCwfFVJV3N8Q2kYYCQkAAAABP%2FDAAAE7QSwABYAIAApAEEAoQCyDwAAK7AOMwGwQi%2BxQwErsDYauj3v790AFSsKsA8uDrAMwAWxDgH5DrANwLAPELMLDwwTK7MQDwwTK7MZDwwTK7MaDwwTK7MkDwwTK7MlDwwTK7IQDwwgiiCKIwYOERI5sBk5sBo5sCQ5sCU5sAs5ALcLDA0QGRokJS4uLi4uLi4uAUAKCwwNDg8QGRokJS4uLi4uLi4uLi6wQBoBADAxAzc%2BBjMyFzczASM3LgQnNxIXNy4BNTQ3BhcWFz8BLgEvAQE3PgY3Jic3HgIfAQcOBD0aBhxGT3N2k0g9PCWU%2FsaUJVKmcmknCpvStyVrjy5mhTFpLxceOg8OASgmFi0vIjATLwFhKydDgS4NGhoHJVplkwJYKAooV1RgRy8RjvtQjxVlZ3k4Dyj%2B5jaNEqduVUlXc3xDL1ccUhsa%2FaeRDyYyJj8YQAJ%2FMJI2j0AUKCgMNGtiZgAAAAP%2FngAABRIErAALABIAFwAAJhYzITI2JwEuAQcBNwkBITUjFREbATUjbxslBQ4lGxX9fhQ4FP1%2B9QG9Ab3%2Bp8hkZMhEREcgBCAiBSD71mQC0%2F0tZGQBkP7UASxkAAAAAAEAZAAVBLAEsAApAEgAsB4vsAnNAbAqL7Al1rAFMrAWzbALMrIWJQors0AWGAkrsiUWCiuzQCUjCSuxKwErsRYlERKxHR45OQCxCR4RErEWJTk5MDETNTQ2NwERNDYyFhURAR4BHQEUBiclERYdARQGLwEjBwYmPQE0NxEFBiZkFg8Ba1h8WAFrDxYYEf6ZZBoTXt5eExpk%2FpkRGAEGKRQxDgFFAVM%2BWFg%2B%2Fq3%2Buw4xFCkUDQz5%2FvlbFkAUEQlOTgkRFEAWWwEH%2BQwNABEAAAAABEwEsAAJABsAHwAjACcAKwAvADMANwA7AD8AQwBHAEsATwBTAFcAADUUFjMhMjY1ESE1ITU0JisBNSMVITUjFSMiBhUTNTMVJzUzFSc1MxUTNTMVJzUzFSc1MxUTNTMVJzUzFSc1MxUTNTMVJzUzFSc1MxUTNTMVJzUzFSc1MxUdFQPoFR37tARMHRWWZP4MZJYVHWRkZGRkZGRkZGRkZGRkZGRkZGRkZGRkZGRkZGRkZDIUHh4UAu5klhUdZGRkZB0V%2FEpkZMhkZMhkZP5wZGTIZGTIZGT%2BcGRkyGRkyGRk%2FnBkZMhkZMhkZP5wZGTIZGTIZGQAAAMAAAADBXgErgAKABAAGQBBALAAL7AYM7ABzbATMrALL7AIM7AQzbADMgGwGi%2BxGwErALEBABESsREWOTmwCxGzBw0SFSQXObAQErEGDjk5MDE9ASEBMzUJATUjCQEhFzcnIQE3FzM1CQE1IwEDAljxASz%2B1J%2F9qP6rAQN6jbX%2BqwKmjXqfASz%2B1PHIyAJYxv7Z%2FtTF%2FagCWHqOtP2VjnvG%2Ftn%2B1MUAAAEAAAAABLAETAASABoAsg4AACuwEC%2BwDDOwBM0BsBMvsRQBKwAwMRkBNDYzITIWFREUBiMhAREjIiY7KQPoKTs7Kf2s%2FtBkKTsBkAJYKTs7Kf2oKTv%2B1AEsOwAAAwBkAAAETASwACUAKQAtAGAAsh8AACuwCc2yCR8KK7NACQEJK7AVMrAmL7AqM7AnzbArMgGwLi%2BwANawJjKwA82wKDKwAxCxEgErsCoysBfNsCwysS8BK7EDABESsCQ5sBIRsR4fOTmwFxKwGTkAMDETNSEVFBcWFxYzMj4GJzQ9ASEVFA4FIi4FGQEhESERIRFkASwGEVUnNSU7KR8RCwMCAQEsBhgnTWWdwJ1lTScYBgEsAZABLAJYyPpxIFwZCwsUHCMoLC4YEQj6yCpSfmpxUDMzUHFqflIBVgEs%2FtQBLP7UAAAAAAH%2F4gC4BGgD3gAFAAADFwkBNwEe4wFgAWHi%2Fb4Bm%2BMBYf6f4wJDAAABAEYA2gTMBAAABQAAEwkBJwkBRgJEAkLi%2Fp%2F%2BoAMd%2Fb0CQ%2BP%2BnwFhAAAAAAL%2FOgBkBXYD6AAIABEAKACwBy%2BwBM0BsBIvsAfWsATNsRMBK7EEBxESsAE5ALEEBxESsA45MDEDCQEjESEXIREBFyERIwkBIxHGASsBLMsBgdf84AGU1wF9xgErASvIArwBG%2F7l%2FnDIAlgBLMj%2BcP7lARsCWAAAAAEAEgAABKoEsAAyAEYAsiIAACuwGTOwLM2wLBCwJs2xFR0yMrAvL7AEzbAQL7AJzQGwMy%2BwJNawH82wHxCxHAErsBfNsTQBK7EXHBESsC05ADAxEyY3NjMhNz4BOwEyFhQGKwEDDgIrARUUBiImPQEhFRQGIiY9ASMiJjU0NjMhNyEiJicSBQ8OGQOAJgUbEV4UHh4UNskCCB4SHx0qHf7UHSodMhUdHRUCFzD9hyAtBQOrGBITohEVHSod%2FD8EDRYyFB4eFDIyFB4eFDIeFBUdyCoWAAAAAAIAAAAABLAETAADAA8AIACyAAAAK7ABzbAEL7AFzbANMrAJzQGwEC%2BxEQErADAxMREhEQE1MzQ2MyEyFhUhFQSw%2B1DIOykBLCk7AfQDIPzgA4RkKTs7KWQAAAAAAgABAAAF3QRMAAMAEAAoALIAAAArsAHNsA8vsA3NsAUysAnNAbARL7ESASsAsQEAERKwBDkwMTMBIQkBETM0NjMhMhYVIRUhAQEsBLD%2B1PtQyDspASwpOwH0%2FBgCvP1EAZACWCk7OynIAAAAAQEuAAADggSwAAkAIQCyCQAAKwGwCi%2BwAdawB82xCwErsQcBERKxBAk5OQAwMQEzESMJASMRMwEBLsbGASoBKsbG%2FtYBLAJYASz%2B1P2o%2FtQAAAAAAQAAAS8EsAOCAAkAHACwCC%2BwAs0BsAovsQsBKwCxAggRErEABTk5MDERARUhNQkBNSEVASwCWAEs%2FtT9qAJYASrGxv7W%2FtfFxQAAAAQAAAAABLAEsAAPABkAHQAhAEkAsgwAACuwGs2wHjKwHS%2BwIDOwBc2wEC%2BwFM0BsCIvsBvWsB7NsB4QsR8BK7AJzbIfCQors0AfAAkrsSMBK7EJHxESsBk5ADAxPQE0NjMhMhYdARQGIyEiJhsBPgEzITIWFxMBMzUjFzM1IzspA%2BgpOzsp%2FBgpOx%2BsBSQUAqATJQWs%2Fo9kZMhkZGRkKTs7KWQpOzsBVQLjFictF%2F0k%2FtRkZGQAAAAD%2F5sAZASwBEwACwApADcAJgABsDgvsADWsAbNsAYQsSoBK7AyzbE5ASuxKgYRErEMGjk5ADAxAzU0Nj8BFS4EFzU8Az4FOwElESUjExYOASMiKwEiJicCARE0NjMyFhURFAYjIiZlMhkZBA4iGhbJAQICBAUHBMgCo%2F1dJi8CCgwPBQNTFB0ENwPoHRUUHh4UFR0CWDIYMg0N%2BgIHFRYhVfoCDAQKBAcDBQIB%2BvyuyP7sDAsBHBUBUf7iA1IVHR0V%2FK4UHh4AAAIASgAABGYEsAArADMANQCyLwAAK7AzzbApL7AfM7ADzbAYMrIpAwors0ApJQkrAbA0L7E1ASsAsSkzERKxLDE5OTAxEzQ2OwE3Ez4BNycmNjsBMhYHBhUeARcTFzMyFhUUBgcOBCMiJi8BLgEFHgEyNjcGIkobFBJ1Pw96UxIGEhReFBIGElN6Dz92ERQbGhIIHmRqn0998To6EhoBpww4RjgLMGwBXhUdrQFHTX4UIBMaFRMkARN%2FTf65rR0VFCgHAwsdFRIpFBQHKdwxPT0xBgAAAQAVABUEnAScABcAABMXBzcXNxc3Fyc3JzcnNwcnBycHJxcHFxXpTuAtm5st4E7qtLTqTuAtm5st4E7pswG9LeBO6bOz6U7gLZucLOFO6bS06U7hLJwAAAMAAABkBLAEsAADACIALgAaAAGwLy%2BwKNawFs2xMAErsRYoERKwFDkAMDE1MxEjARQ7ARY7ATI3EzY9ATQmIyE2PQE0JisBIgYPAgYVExE%2FATMVByEVAyMnyMgBLGQ9fA%2F6LiXuHT0n%2FrgcPScyGzAOYJEUZJZkMjIBwvrWiMgCWP3zS2Q5AVgfK2QsUXYHlixRKBzGxBol%2FokBd9XUr%2BF9%2FolkAAAAAAMAAAAABLAETAADACIALgBwALIcAAArsCXNsBUvsAAzsCjNsC4vsAfNsAEysCwvsArNAbAvL7AA1rADzbADELEEASuwI82wIxCxJgErsBjNsBgQsSkBK7ARzbEwASuxJiMRErIIKCw5OTmwGBGwFTmwKRKwKzkAsS4cERKwKjkwMRkBMxE3ETQ7ATY7ATIXExYdARQGIyEWHQEUBisBIiYvAiY3HwEzNSchNQMjByPIZGQ9fA%2F6LiXuHT0n%2FrgcPScyGzAOYJEUZJZkMjIBwvrWiGQBkAJY%2Fah9AZBLZDn%2BqB8rZCxRdgeWLFEoHMbEGiXU1a%2FhfQF3ZAAAAAMACABkBRUEVQADACIAQQB5ALAgL7AkzbAbL7ApzbAxL7AUzbABMrIxFAors0AxAAkrAbBCL7AA1rADzbADELEEASuwI82wIxCxLQErsBjNsi0YCiuzQC08CSuxQwErsS0jERK0DBEbFD8kFzkAsRskERKwIzmwKRGwGDmxFDERErIXPEE5OTkwMTcRMxE3ETQ2PwElNjMyHwEWFRQPASEyFhQGKwEDDgEjISImNxchEz4BOwEyNjU0JiMhKgIuBCcmNTQ%2FAScFCMhkHA4OAWoOCxEMbQ4LVQEuVWttVGuCBxsP%2FqsHpmRkASWDBhsPyxASEhD%2BNwELBAkDBwQEAgUKk1b%2BrcgCWP2oSwINESUKCeYGDHAOFBIOeUyQTv6tFieiG1kBUxUoHhUUHQEBAgMFAwwIDg23U%2BwAAAAD%2F5sAZQSwBFYAHgA4ADwAeQCwGC%2BwJM2wHS%2BwH82wOC%2BwA82wOjKyOAMKK7NAODkJKwGwPS%2BwAdawH82yHwEKK7NAHywJK7AfELEmASuwFM2wFBCxOQErsDzNsT4BK7EmHxEStAcMHAQpJBc5ALEdJBESsCY5sB8RsAA5sQM4ERKyAScsOTk5MDECNDYzBScmNTQ%2FATYzMhcFHgIVERQGIyEiJicDIyInMzIWFxMhNxElBxcWFRQHDgUqASMhAREzEWVsVQEuVQsObQ0QCw4BbQcUIawI%2FqsQGwaCa1QK3g8bBoMBJWv%2BqVeRCgUBBQMHBAkECwH%2BJAPpyAJDkEwBeRAQFQ1xDAbmBA0nEf3yDaEoFQFTZCkU%2Fq1ZAfbtU7gLDwsJAwUDAgEB%2FgwCWP2oAAAAAAMAYQAABEwFDgAbADYAOgBHALI3AAArsDjNAbA7L7AV1rA3MrApzbIpFQors0ApOgkrsDMysCkQsS8BK7AOzbE8ASuxKRURErESNjk5sQ4vERKwETkAMDEbAR4CMyEyNjURNCYnJTU0JiIGFREnJgYPAQYXNxcWNz4FPAE1ETQ2Fh0BFBYXBREHIQM1IRVh5gQNJxECDQ2iKBX%2BrU6QTHkPJQ5wFltTtxYZAwUDAgEBMjIoFQFTWf4JCAJYAs%2F%2BlQYTH6YHAVYPGwaDalRua1X%2B0lQMAQ1uFgtWkhINAQUDBwQJBAsBAcgWEhMVyhAbBoL%2B2mT%2BcMjIAAAAAAMAAgAKA%2B0FGAAdADQAOABFALA1L7A2zQGwOS%2BwCtawNTKwK82yKwoKK7NAKzgJK7AhMrArELEnASuwD82xOgErsSsKERKxDB85ObEPJxESsA05ADAxEwYfAR4BPwEUBhUUFjI2PQElPgE1ETQmIyEiBg8BAxMhFxEFDgEdARQGJjURPAEuAScmDwETNSEVAhAWcA0mD3kBTZBOAVMUKaIN%2FfMRJQoKmuwB91n%2BrBQoMjIDBwYYFriSAlgCSR8Wbg0BC1UzzS5UbG5UaoMGGw8BVgemHA4P%2FoIBU2T%2B2oIGHA%2FKFhISFgHICwcQCAMNEpICccjIAAAAAgAFAAAEsASrAA4AFQA6ALIMAAArsBDNsA8vsAXNAbAWL7AA1rAQzbEXASsAsRAMERKxCRI5ObAPEbEAEzk5sAUSsQgUOTkwMRM0PgIzMgQSEAIEICQCARchBwkBFQVfoN16ogEToKD%2B7f68%2FuygASUCASwCAZL%2BbgJVet2gX6D%2B7P68%2Fu2goAETAQrJwgEmASrFAAIAAAAABKsEqwAQABcAOACyDgAAK7AUzbAWL7AFzQGwGC%2BwFNawCs2xGQErALEUDhESsBI5sBYRsgoAETk5ObAFErAXOTAxETQ%2BAjMyHgIVFAIEICQCNwEnITchNV%2Bg3Xl63aBfoP7s%2Frz%2B7aDIAZICASwC%2FtQCVXrdoF9foN16ov7toKABE6X%2B2sLJxQAAAAIABQAABLAEqwAOABUAPgCyDAAAK7ARzQGwFi%2BwANawEc2wERCxEgErsAnNsRcBK7ERABESsQwPOTmwEhGxBRU5ObAJErELFDk5ADAxEzQ%2BAjMyBBIQAgQgJAIlMxEzETMBBV%2Bg3XqiAROgoP7t%2Frz%2B7KABJ8jIyP7UAlV63aBfoP7s%2Frz%2B7aCgAROl%2FtQBLAGQAAACAAUAAASwBKsADgAVAE0AsgwAACuwFC%2BwBc0BsBYvsADWsBXNsBUQsRIBK7AJzbEXASuxFQARErEMDzk5sBIRsQUQOTmwCRKxCxE5OQCxFAwRErIIABA5OTkwMRM0PgIzMgQSEAIEICQCJQkBIxEjEQVfoN16ogEToKD%2B7f68%2FuygAScBLAEsyMgCVXrdoF%2Bg%2Fuz%2BvP7toKABE6X%2BcAGQASz%2B1AAAAAAEAAUAAASwBKsAEACIAJgAmgB8ALIOAAArsCrNsE8vsIwvAbCbL7AA1rAUzbAUELFYASuwCs2xnAErsRQAERKwEjmwWBFADg4FEyEjJDxKVXiEhYmUJBc5sAoSQAoNIiYwO1pndpmaJBc5ALFPKhEStxYwNjxGSFVXJBc5sIwRQAkKABRYbIWNjpQkFzkwMRM0PgIzMh4CFRQCBCAkAhMGFgcUFgcyHgEXFhceAjcWBhcWFxQOARcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQcGJyY3NjceAhceAR8BNDYnJjY3PgM3JjcyFjI2Ny4DJzYnHgE%2FATYuAScGJw4DBwYmBw4BBwYWBw4BJT4BNxYyPgE3FBYVLgM3MwVfoN16ed2gX6D%2B7f68%2Fuyg%2BQgbBiIBDBYYCBhUFj45HQguAyotBgEFaHUeIiMDDi4NDkYRCT0gLhAyEAQBBikEAggZGhcTEwsGEAYoGwYMKA4OEwQEJQQFCgcYFgYQCB8SFwkKKSM%2FDAsJHzYMCwcvUg8TEg8rGj4IDz0PFT4DAxMBAzEBAwMaAwoRCxIHIgksHCSiAQJVet2gX1%2Bg3Xqi%2Fu2goAETAVkhdxwJRhkLEwQMHggvHgQSShRHCQYTCgwDcx0kPh8JAQcHEAsBAgsLIxcCLwINCAMWJhIdGR0cHhAGAQEHChMlCQgDSRUXKwoOKhQZCRITAwkLFycVIAcnBQ0DBQQkIxYMAwMMEgYKAQMHBgcnDwsXByJxcQwkBwoMEQQYVQECBgQMXwAAAAABAAAAAgSvBIUAFAAAPAE3ASY2NzYXBRc3FgcGJwEGIi8BDwJYIU5gpI7%2B%2FZH7DaR7gv2sDysPb48rEAJXZck2XGWK6H6vXEYv%2FawQEG4AAAYAAABgBLAErAAPAB8ALwAzADcAOwBQALAML7A0zbA3L7AFzbAcL7AwzbAzL7AVzbAsL7A4zbA7L7AlzQGwPC%2BwNdaxMTkyMrAJzbEYKDIysjUJCiuzQDUACSuxECAyMrE9ASsAMDE9ATQ2MyEyFh0BFAYjISImETU0NjMhMhYdARQGIyEiJhE1NDYzITIWHQEUBiMhIiYBITUhEyE1IRMzNSM7KQPoKTs7KfwYKTs7KQPoKTs7KfwYKTs7KQPoKTs7KfwYKTsCWAH0%2FgzIASz%2B1GTIyMRkKTs7KWQpOzsBuWQpOzspZCk7OwG5ZCk7OylkKTs7%2Fplk%2FgxkArxkAAACAGQAAARMBLAAAwAJACUAsggAACuwAC%2BwAc0BsAovsAjWsAfNsQsBKwCxAAgRErAEOTAxEzUhFQUhAREHEWQD6PxKA4T%2BosgETGRkZP4M%2FtTIAfQAAAAAAwAAAGQEsASwAAkAIQAlAGAAsAcvsAHNsAovsB0zsA7NsRgiMjKwJS%2BwE80BsCYvsA%2FWsCLNsCAysg8iCiuzQA8LCSuwADKwIhCxIwErsB4ysBjNshgjCiuzQBgcCSuwAjKxJwErALEOChESsB85MDE9ASEVFAYjISImGQE0NjMhNTQ2OwEyFh0BITIWFREhNSMVETM1IwSwOyn8GCk7OykBLDspyCk7ASwpO%2F4MyMjIyMjIKTs7AVUBkCk7ZCk7OylkOyn%2BcGRkAfRkAAAAAAQAAAAABLAEsAAGAA0AFAAbABQAsgAAACuwEjMBsBwvsR0BKwAwMTERFzcXBxcBNxc3JzchATcXNxEhNwM3JyERJweByI7Igf5wgciOyIH%2BcALZjsiB%2FnCByMiBAZCByAGQgciOyIEDIIHIjsiB%2FJmOyIH%2BcIEC5siB%2FnCByAAABgAAAAAEqASoAAsAFQAfACkAQgBMANIAsgoAACuwD82wHi%2BwSjOwGc2wRTKwKC%2BwOTOwI82wNDKyKCMKK7NAKEEJK7AUL7AEzQGwTS%2BwAdawDM2wDBCxFwErsBvNsBsQsSELK7AmzbAmELEqASuwPs2wPhCxQwErsEjNszdIQwgrsDHNsDEvsDfNsEgQsREBK7AHzbFOASuxJhsRErMKDhQDJBc5sT4qERKxLTw5ObE3MREStQkPEwQvOyQXOQCxHg8RErMHAAwRJBc5sBkRsyotPD4kFzmwKBKxBgE5ObAjEbEvOzk5MDEYARIkIAQSEAIEICQTFBYgNjU0JiAGFjQ2MhYVFAYjIjY0NjMyFhQGIyIXNDY%2FAiY1NDYzMhYUBiMiJwcWFRQGIiYlNDYyFhQGIyImoAESAUQBEqCg%2Fu7%2BvP7uFvMBVvPz%2FqrzbR8uICAXFk0gFxYgIBYXUikfegEJIBcWICAWDg83ETNIMwEeIC4fIBYXIAGyAUQBEqCg%2Fu7%2BvP7uoKABtKzy8qyr8%2FOHLh8gFhcg5CwhIC4guiAxBX4BDg4WISAuIAqRFh0kMzNSFiAfLiAgAAAAAf%2FYADsEugSwAE8AOgCwBS%2BwJ82wIC%2BwFc2wNi%2BwSs0BsFAvsVEBKwCxJwURErA%2FObAgEbQLDxobMSQXObAVErEyMzk5MDECBhceATMyNz4CNzY3AT4BJyYnJiMiBgcBBxcBNjc2MzIXFgcBBiMiJicmPgI3NjcBPgIzMhceAQcGDwEDHwEBPgEnLgEnJiMiBwYHARsaMCN2Rj84IUApJygRAYojGA8bWhQJLkEj%2FnsHRQF5FBMXGyYPECT93TRJN1oJBQ8wJCYYFAFcND1rNhkXX3YIB1v8%2FQdFAgVDOBEQZk9FU2taKEf%2BAAHWvk45QBwQMSorLBEBiiNiL1cRAiEj%2FnQHQwF1FhAXJCck%2Fd00Qj8jPkAkJBUUAVw0NzUEEZtiZVv5%2FwAHPAH%2FQ7RdV4YkITcYR%2F4AAAAAAAIAUAA2BMMEWAAbADUAPQCwMy%2BwLTOwA82wBzIBsDYvsADWsBzNsBwQsSoBK7AKzbE3ASuxKhwRErMDBw8YJBc5ALEDMxESsAU5MDETNDYzMhc2MzIWFRQOAgcGDwEnLgInLgM3FB4BHwEWFzY%2FAT4CNTQmIyIPAScmIyIGUMWEj2Jnj4HCI1dDR8VgERArckZCR0NXI6o9PkAWXWFScQxAQz5gOUo6dnIzSDxjAxCDxYGBxYMuWmxHRr%2BDFxc6gUZBRkdsWi4bVkE%2BFlpvXG8MPkZYHEdhU6uuUGMAAAAAAgA5%2F%2FIEdwS%2BABgAMwAAExQfARYzMjcBNjQvASYnBxcBJzcnJicHBhMUHwEWFzcnARcHFxYXNz4BNTQvASYjIgcBBjlCjURbXUIBG0JCjQgLadT%2Be%2FdfEi4dN0LUQo0HDGnUAYX3XxIvHh0jN0KNQl1fQP7lQgFhX0COQkIBG0K6Qo0JCGnU%2Fnv4XxItODdCAQRdQo0HCmnUAYX3YBExMx0jaitdQo1CQv7lQAAAAAADAMgAAAPoBLAAEQAVAB0ARQCyDwAAK7AZzbAdL7ASzbAVL7AGzQGwHi%2BwANawEs2wEhCxEwErsAvNsAsQsBvNsBsvsR8BK7EbEhESsgYFFjk5OQAwMTcRND4CMh4CFREUBiMhIiY3IREhEhQWMjY0JiLIPGacqppkOjsp%2FagpO2QCWP2oxD1WPT1WZAO5FTIuHh4uMhX8Ryk7O%2FECvPzZVj09Vj0AAAABAAAAAASwBLAAGAARALIAAAArAbAZL7EaASsAMDExATcnIQEnJjQ3NjIXARYUBwYiLwEBEScHAS%2FP0gEsAQsjDw8OKg4BGw8PDioOJP7p1NABfNDUARckDioODw%2F%2B5g8qDg8PI%2F71%2FtTSzwADAScAEgQJBOEAMQA9AEMAlwCwLS%2BwKjOwBM2wPjKyLQQKK7NALSwJK7A7L7AfM7ASzbISOwors0ASEwkrAbBEL7AO1rAAMrAyzbABzbAyELEsASuyBBI6MjIysCvNshQfPjIyMrArELFAASuwJ82wHCDWEbAbzbFFASuxMgERErACObAsEbAJOQCxBC0RErApObA7EbYADhsnOkBDJBc5sBISsBU5MDEBMx4BFxEuASMuBDU0PgE3NTMVHgQXIy4BJxEXHgQVFAYHFSM1JicuARMUHgMXFhcRDgETNjU0JicBJ4sFV0oGEwIuQk4vIViCT2QmRVI8KwOfCDZKQCI8UDcosptkmFUoGagQESoUHAcEPUnqqlhSAbFNYw8BTwEGDhkvOVg3XIdDB05PBBMsP2lCSEsN%2Fs0OBxMsPGU%2Bi6oLTU4RVyhrAh4dLBgVBgcCAQESCDv9KxKFQEcZAAAAAQBkAGYDlAStAEMAjQCwMS%2BwKs2wAC%2BwHjOwAc2wHDKwEy%2BwC82yEwsKK7NAEw4JKwGwRC%2BwB9awOTKwGM2wJDKyGAcKK7NAGB4JK7IHGAors0AHAAkrsBgQsQ8BK7AOzbFFASuxGAcRErMCOEJDJBc5sA8RtQsfICoxMyQXObAOErAsOQCxKjERErEtOTk5sAARsSw8OTkwMRM1MyYnLgE%2BATc2MzIWFSM0LgEjIgYHBhUUHgEXMxUjFgYHBgc%2BATM2FjMyNxcOAiMiJgcOAQ8BJz4FNz4BJ2SmGBQKCQMvLWGmgcqZRFAkJVQUKSEXHvHFCBUVKTojYhUhjCFMPDIpTycqF9IyJ1YXGDcGFQoRDBEJMAwkAlhkMTcaO1ZeKFiydzRLHB0VLDkcUyozZDKCHTs2Cw4BIh6TGRcDQgQEGgwLkQQOBg0LEQo3j0cAAgACAAAErgSwAAYADQAfALIMAAArAbAOL7AM1rALzbEPASuxCwwRErAIOQAwMRMJASMRIxEJAiMRIxECASoBKsbIAZIBKgEqxsgBLP7UASwDhPx8AlgBLP7U%2FHwDhAAABQACAAAD6ASwAAYADAAWAB4AIgCmALIHAAArsAYzsArNsgcAACuwCM2wEy%2BwFM2xAAQyMrANL7AOzbAdL7AfzbIdHwors0AdFwkrsBoysCIvsBjNsAIyAbAjL7AB1rAEzbAEELEIASuxDRcyMrAKzbEdHzIysAoQsRUBK7EbIDIysBDNsQsZMjKzEhAVCCuwE82wEy%2BwEs2xJAErsQQBERKwBjmwCBGwBTkAsRQIERKwEDmwDRGwETkwMRMzETMRMwEhNTMVMxUBNSEVIxUjNTM1AxEhESM1IxU3MzUjAsbIxv7WAZBkyP7UASxjZGPIASxkZAFkZAEsA4T8fP7UyGRkAZBkyGRkZAEsAfT%2BDGRkyMgABQACAAAD6ASwAAYADgAUAB4AIgCgALIGAAArsQcKMzOwDS%2BwH82wIi%2BwCM2wDy%2BwEs2wEM2wGy%2BwHM2wFS%2BwFs2wAjIBsCMvsAHWsATNsAQQsQcBK7EPFTIysA7NsREfMjKwDhCxCwErsR0gMjKwCs2xExcyMrMaCgsIK7AbzbAbL7AazbEkASuxBAERErAGObAHEbAFOQCxIh8RErMBBAUAJBc5sRwQERKwGDmwFRGwGTkwMRMzETMRMwEhESERIzUjFQM1MxUzFQE1IRUjFSM1MzUDMzUjAsbIxv7WAZABLGRkZGTI%2FtQBLGNkY2NkZAEsA4T8fP7UAfT%2BDGRkArzIZGQBkGTIZGRk%2FHzIAAAEAAIAAARMBLAABgAMABIAFgBrALILAAArsAwvsBPNsBYvsAjNsA0vsA7Nsg0OCiuzQA0RCSsBsBcvsBHWsBDNsxMQEQgrsAfNsAcvsA0zsBPNsBAQsRQLK7ALMrAKzbEYASsAsQgLERK0AAIDBgEkFzmxDg0RErEFBDk5MDETCQEjESMRBREhESM1AzUzESMREzM1IwIBKgEqxsgCWAEsZMjIZAFkZAEs%2FtQBLAOE%2FHzIAZD%2BDGQD6GT%2BDAGQ%2FHzIAAAABAACAAAETASwAAYADAASABYAawCyCwAAK7AHL7AIzbASL7ATzbISEwors0ASEAkrsBYvsA7NAbAXL7AL1rAKzbMTCgsIK7ANzbANL7AHM7ATzbAKELEUCyuwETKwEM2xGAErALETCxEStAACAwYBJBc5sQ4WERKxBQQ5OTAxEwkBIxEjESU1MxEjEQMRIREjNSczNSMCASoBKsbIAljIZGQBLGRjZGQBLP7UASwDhPx8ZGT%2BDAGQAZABkP4MZGTIAAAAAAUAAgAABLAEsAAGAAoADgASABYAUgCwBy%2BwCM2wCy%2BwDM2wDy%2BwEM2wEy%2BwFM0BsBcvsA%2FWsgcLEzIyMrASzbAWzbIWDwors0AWCgkrs0AWDgkrsRgBKwCxCwgRErMCAwYAJBc5MDETCQEjESMRBTUhFQE1IRUBNSEVATUzFQIBKgEqxsgB9AH0%2FgwBkP5wASz%2B1MgBLP7UASwDhPx8yMjIASzIyAEsyMgBLMjIAAAABQACAAAEsASwAAYACgAOABIAFgBSALAHL7AIzbALL7AMzbAPL7AQzbATL7AUzQGwFy%2BwC9ayBw8TMjIysA7NsArNsgoLCiuzQAoSCSuzQAoWCSuxGAErALELCBESswIDBgAkFzkwMRMJASMRIxEFNTMVAzUhFQE1IRUBNSEVAgEqASrGyAH0yMgBLP7UAZD%2BcAH0ASz%2B1AEsA4T8fMjIyAEsyMgBLMjIASzIyAAAAAACAAAAAARMBEwADwAfACoAsg0AACuwE82wHC%2BwBM0BsCAvsADWsBDNsBAQsRcBK7AJzbEhASsAMDEZATQ2MyEyFhURFAYjISImNxQWMyEyNjURNCYjISIGFeulASyi7u2j%2FtSl68g7KQH0KTs7Kf4MKTsBkAEspevto%2F7UpevrQSk7OykB9Ck7OykAAAMAAAAABEwETAAPAB8AIgA%2BALINAAArsBPNsBwvsATNAbAjL7AA1rAQzbAQELEXASuwCc2xJAErsRcQERKxICE5OQCxHBMRErEgIjk5MDEZATQ2MyEyFhURFAYjISImNxQWMyEyNjURNCYjISIGFRMtAe6iASyl6%2Bul%2FtSj7cg7KQH0KTs7Kf4MKTvIAU3%2BswGQASyj7eul%2FtSl6%2BtBKTs7KQH0KTs7Kf4M%2BvoAAAAAAwAAAAAETARMAA8AHwAiAD4Asg0AACuwE82wHC%2BwBM0BsCMvsADWsBDNsBAQsRcBK7AJzbEkASuxFxARErEgIjk5ALEcExESsSAhOTkwMRkBNDYzITIWFREUBiMhIiY3FBYzITI2NRE0JiMhIgYVFxsB66UBLKPt66X%2B1KXryDspAfQpOzsp%2FgwpO2T6%2BgGQASyj7e6i%2FtSl6%2BtBKTs7KQH0KTs7KWT%2BswFNAAMAAAAABEwETAAPAB8AIgA%2BALINAAArsBPNsBwvsATNAbAjL7AA1rAQzbAQELEXASuwCc2xJAErsRcQERKxICE5OQCxHBMRErEgIjk5MDEZATQ2MyEyFhURFAYjISImNxQWMyEyNjURNCYjISIGFRMhA%2BulASyl6%2B2j%2FtSl68g7KQH0KTs7Kf4MKTtkAfT6AZABLKXr66X%2B1KLu7T8pOzspAfQpOzsp%2FnABTQACAAAAAAUUBEwABgAaADwAsgcAACuwCM2wAC%2BwAc2wES%2BwEs0BsBsvsAzWsBfNsRwBKwCxCAcRErAFObEBABESsAQ5sBERsAM5MDEZASE1CQE1EzUhMjY1ETQmIyE1ITIWFREUBiMBLAGQ%2FnDIAfQpOzsp%2FgwBkKXr66UBkAEsyP6i%2FqLI%2FnDIOykB9Ck7yOul%2FtSl6wAAAAEA2QACA9YEngAhACgAsA4vsBPNAbAiL7Ac1rAWzbEjASuxFhwRErAZOQCxEw4RErAPOTAxExYzIQIHBh8BMzI3NgAzNicmIwU2Ejc2LwEjIgcOAQAHBtkIFwEumwUFCQkJDgwLAg8BDgkIF%2F7TAZoCAgcJCQ8KBLz%2B80sQAgcT%2FkoUFQsIDw0CaRMREQEEAa8MDwwJEAbT%2FtFWEwAAAAACAAAAAAUUBEwAGAAfAD8AsgMAACuwCM2wCBCwBs2wGS%2BwGs2wEC%2BwEs2wFM0BsCAvsADWsAvNsSEBKwCxGgMRErEdHjk5sBARsBw5MDERFBYzITI3NSEiJjURNDYzITUuAS8BIgYVAREhNQkBNeulASwvNf4MKTs7KQH0DshdXaXrAlgBLAGQ%2FnABkKXrD7k7KQH0KTu5BAcCAuul%2FtQBLMj%2Bov6iyAACAAAAAASwBLAAHQAkAFQAsgMAACuwD82wFi%2BwGs0BsCUvsADWsBLNsBIQsQsBK7AHzbEmASuxCxIRErUYGR4fICQkFzmwBxGwIzkAsRYPERK1CAkeIiMkJBc5sBoRsB85MDERFBYzITI2PQEnBxUUBiMhIiY1ETQ2OwE3JyMiBhUlASchEScB66UBLKPtTno7Kf4MKTs7KZx2SmSl6wHwAWGVAfSV%2FqoBkKXr66ViSXuUKTs7KQH0KTt6TuulCQFWlf4Mlf6fAAMABAAEBKwErAALABMAGwBaALAKL7APzbAbL7AXzbATL7AEzQGwHC%2BwAdawDc2wDRCxFQErsBnNsBkQsREBK7AHzbEdASuxGRURErcECQoODxITAyQXOQCxFxsRErcBBgcMDRARACQXOTAxEhASJCAEEhACBCAkEhAWIDYQJiACNDYyFhQGIgSgARIBRAESoKD%2B7v68%2Fu4W8wFW8%2FP%2BqhdyoHJyoAG2AUQBEqCg%2Fu7%2BvP7uoKACX%2F6q8%2FMBVvP%2BEqBycqByAAAAAwAAAAAETASwAAkAEAAUAC4AsgkAACuwEc2wFC%2BwBc2wCzIBsBUvsBLWsAjNshIICiuzQBIACSuxFgErADAxMRE0NjMhMhYVEQkCIREhEQEzNSMOCwQYCxD8GAG9AcL%2B2f7UAfRkZAETCw4PCv7tAyD%2BDAH0AZD%2BcP12MgAAAAADAAAAAARMBLAACQAQABQAKwCyCQAAK7ARzbAUL7AFzQGwFS%2BwEtawCM2yEggKK7NAEgAJK7EWASsAMDExETQ2MyEyFhURASERIREhCQEzNSMOCwQYCxD8GAEsASwBJ%2F5DAV5kZAETCw4PCv7tArz%2B1AEsAfT75jIAAAAAAwAAAAAETAR%2FAAkADwATAC4AsgkAACuwEM2wEy%2BwBc0BsBQvsBHWsAwysAjNshEICiuzQBEACSuxFQErADAxMRE0NjMhMhYVEQkCJwEnATM1Iw4LBBgLEPwYATECVJr%2BRpYChWRkARMLDg8K%2Fu0Cwf7PAlSb%2FkaX%2FToyAAQAAAAABEwEsAAJAA0AFAAYACsAsgkAACuwFc2wGC%2BwBc0BsBkvsBbWsAjNshYICiuzQBYACSuxGgErADAxMRE0NjMhMhYVEQEXNycDJRMHJwcXATM1Iw4LBBgLEPwYYdRhcAK5A%2FqV1JUBzmRkARMLDg8K%2Fu0D3GLVYfzgAQK775XUlf4NMgAEAAAAAARMBLAACQANABQAGAAuALIJAAArsBXNsBgvsAXNAbAZL7AW1rATMrAIzbIWCAors0AWAAkrsRoBKwAwMTERNDYzITIWFREBFzcnExcHFzcXCwEzNSMOCwQYCxD8fNRi1QPvldSV%2BQFjZGQBEwsODwr%2B7QJk1GHUAev6ldSU7QK5%2B%2BkyAAAAAAIAF%2F%2F%2FBLAErwAFAAgAFwCyBAAAKwGwCS%2BwBdawBs2xCgErADAxEwERCQERFwkBFwSZ%2FiX%2Byk8CoP1gAZ8DEPvJARD%2BdwGgzQOq%2FTgAAAAAAgAAAGQETASwABUAGQBNALARL7AGzbIRBgors0AREwkrsA4ysgYRCiuzQAYECSuwCDIBsBovsADWsBLNsAbNsBIQsQ8BK7ALzbEbASuxDwYRErIJFhc5OTkAMDE1ETQ2OwERIREzFxEUBisBESERIyImATM1Ix0V%2BgH0ZMgeFJb9RJYVHQJYZGSWA%2BgUHv7UASzI%2FK4VHQGQ%2FnAdA2fIAAMAAAA%2BBRQEsAATABkAHQBAALAPL7AGzbIPBgors0APEQkrsgYPCiuzQAYECSuwCDIBsB4vsADWsBDNsAbNsR8BKwCxBg8RErILFxg5OTkwMTURNDY7AREhETMXFQEnByERIyImJTcXARcBAzM1Ix0V%2BgH0ZMj%2B7Hh%2B%2FoaWFR0CRXt4AWF7%2FiXhZGSWA%2BgUHv7UASzI2v7teH%2F%2BcB2xe3gBYHv%2BJAOqyAAAAAADAAAABgUOBLAAEwAXACMAFQABsCQvsADWsBDNsAbNsSUBKwAwMTURNDY7AREhETMXEQcnASERIyImATM1IxM3JzcXNxcHFwcnBx0V%2BgH0ZMhnqv7W%2FreWFR0CWGRkZKqqf6qqf6qqf6qqlgPoFB7%2B1AEsyP7zZ6r%2B1v5wHQNnyPvVqqp%2FqqqAqap%2FqqoAAAADAAAAAASwBLAAEgAZAB0AbACwDi%2BwBs2yDgYKK7NADhAJK7AGELAMzbAaL7AbzbEECDIyAbAeL7AA1rAPzbIPAAors0APCwkrsAAQsAbNsA8QsRoBK7AdzbAMMrEfASuxGgYRErATOQCxDA4RErEXGDk5sRoGERKwCjkwMTURNDY7AREhETMXESEVIREjIiYlCQEjESMRAzUzFR0V%2BgH0ZMj%2BcP4MlhUdAlgBLAEsyMjIZJYD6BQe%2FtQBLMj%2B1Mj%2BcB2r%2FtQBLAEs%2FtQCvMjIAAAAAAMAAAAABLAEsAASABkAHQBbALAOL7AGzbIOBgors0AOEAkrsBovsBvNsQQIMjIBsB4vsADWsA%2FNsAbNsA8QsRoBK7AdzbEfASuxGgYRErATObAdEbANOQCxBg4RErILDBk5OTmwGhGwCjkwMTURNDY7AREhETMXEScBIREjIiYlMxEzETMJATUzFR0V%2BgH0ZMjI%2Ftb%2BbpYVHQJYyMjI%2FtT%2B1GSWA%2BgUHv7UASzI%2Fm7I%2Ftb%2BcB2r%2FtQBLAEsAZDIyAAAAAADAAAAyASwBEwACQATABcAADUUFjMhMjY1ESE1ITU0JiMhIgYVEzUhFR0VBEwVHftQBLAdFfu0FR1kAZD6FR0dFQImZJYVHR0V%2FRLIyAAAAAYAAABmBLAErgAGAAoADgAVABkAHQCBALAFL7EWGjMzsALNsRccMjKwBy%2BxCw8zM7AIzbEMEDIyAbAeL7AH1rAKzbAKELELASuwDs2wDhCxFgErsBnNsR8BK7ELChESswIFBgEkFzmxFg4RErMEAw8QJBc5sBkRsxIUFREkFzkAsQIFERKwADmwBxGxARQ5ObAIErATOTAxEQEVIRUhFQM1MxUzNTMVMzUhNQkBNQM1MxU7ATUjASwBkP5wyGRkZGQBkAEs%2FtRkZGRkZAGQASrGyMYCusjIyMjIxv7W%2FtbG%2FgzIyMgAAAACAGQAAASwBLAAGAAvADoAshQAACsBsDAvsADWsATNsAQQsRcLK7AQzbMJEBcIK7AFzbAFL7AJzbAQELEKCyuwDs2xMQErADAxExE3FxEzETcXETMRNxcRBxEUBisBIiY1ESUUHgIfAREUFjsBMjY1ETQmBwUOARVkMjJkMjJkMjJkHRXIFR0CWBUdHQsKHRXIFR0kGv7sGSUCvAGQZGT%2B1AEsZGT%2B1AEsZGT%2BcMv%2BQRUdHRUBv2QdNSEYBgX%2BcxUdHRUEUh8TEXQRRR8AAAAAAQBkAAAEsARMADMAOACyAAAAK7AMM7AzzbICCw4yMjKwKC%2ByGBwlMzMzsCfNsBoyAbA0L7E1ASsAsSgzERKxBiA5OTAxMyE1IiY1ESERFAYjFSE1Ii4DNRE0Nj8BNSEVMhYVESERNDYzNSEVMh4DFREUBg8BZAGQSxkB9BlLAZAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGTgMJgGK%2FnYmDDg4AQUJFQ4DeBYZAQI4OAwm%2FnYBiiYMODgBBQkVDvyIFhkBAgAGAAAAAARMBEwADwAYABwAIAAqAC4AMgCyGAAAK7AQzbAWL7ASzbISFgors0ASFAkrAbAvL7EwASsAsRIQERKzBAMZHCQXOTAxERQWMyEyNjURNCYjISIGFRMhNzMlESEHIQM1IRUBNSEVASEXFSUzNSEnIQE1JRU7KQEsKTs7Kf7UKTtkAZDIaQEn%2Fldk%2FolkASz%2B1AEs%2FtQBkMgBJ2n%2BV2T%2BiQH0AZABLCk7OykB9Ck7Oyn9RMhi%2FtZkASzIyAEsyMgBkMhiYshk%2FUajhaMAAQAQABAEnwSfACAAABIeAxceAzM%2FATYmLwEmBg8BLgEnNz4BLwEuAQ8BEAEfPpJmZ9GXex8foxEHE8ATNBB2jvxldhEGDosOLRKiA%2BQriY%2FUZmeSPSEBohIuDogOBBF2ZfyOdhExFMITBhGiAAAAAAIAAAAABLAETAAdAEAALwCyGwAAK7AMzbAoL7A4zQGwQS%2BxQgErALEMGxESsSAvOTmwKBGzJikyQCQXOTAxPQE0NjcBNTQ%2BAzIeAh8BFQEeAR0BFAYjISImERQWPwE%2BAT0BNiAXFRQWHwEWNj0BLgQjIg4EDwEVDgFtAhYmUnBSJhYBAQFtDhUdFfu0FB4dFMoUHY0BPo0dFMoUHQYaZHzaflymdWQ%2FLAkJMtQUMw4BLzIEDSAZFRQbHAoKMv7RDjMU1BUdHQKrFRkEIQQiFZIYGJIVIgQhBBkVyAgZQTEpFSEoKCELCgACAGQAAASwBEwAAwAZABQAsgAAACuwAc0BsBovsRsBKwAwMTM1IRUlISc1NxEjFSM1IxUjNSMVIzUjERcVZARM%2B%2F8Dtn1kZGTIZMhkZGRkZMiW%2BmQBkMjIyMjIyP5wZPoAAAAAAwBkAAAEsARMAAkAEwAdACQAsgoAACuwFDMBsB4vsArWsBPNsBMQsRQBK7AdzbEfASsAMDEzIRE0JisBIgYVARE0NjsBMhYVETMRNDY7ATIWFRFkASw7KWQpOwGQOylkKTtkOylkKTsBkCk7Oyn%2BcAPoKTs7KfwYArwpOzsp%2FUQAAAAABf%2BcAAAEsARMAA8AEwAfACcAKwBIALINAAArsBDNsBMvsATNAbAsL7AA1rAQzbAQELERASuwCc2xLQErsREQERK1FBUgIygqJBc5ALETEBEStRQaICYoKSQXOTAxAxE0NjMhMhYVERQGIyEiJjchESETIREjNTM1IREzFSMFMzUzESM1IxMRMxFksHwCvHywsHz9RHywyAOE%2FHxkASzIyP7UyMgBkMhkZMhkZAEsAfR8sLB8%2Fgx8sLAYArz9qAEsZGT%2B1GRkZAEsZP5wASz%2B1AAAAAAF%2F5wAAASwBEwADwATAB8AJwArAEgAsg0AACuwEM2wEy%2BwBM0BsCwvsADWsBDNsBAQsREBK7AJzbEtASuxERARErUUGSAjKCokFzkAsRMQERK1FBogJigpJBc5MDEDETQ2MyEyFhURFAYjISImNyERIRMzNTMVMxEjFSM1IwEzNTMRIzUjExEzEWSwfAK8fLCwfP1EfLDIA4T8fGRkZGRkZGQBkMhkZMhkZAEsAfR8sLB8%2Fgx8sLAYArz9qMjIAfTIyP4MZAEsZP5wASz%2B1AAABP%2BcAAAEsARMAA8AEwAbACMARACyDQAAK7AQzbATL7AEzQGwJC%2BwANawEM2wEBCxEQErsAnNsSUBK7EREBESsxQVHB0kFzkAsRMQERKzFBocIiQXOTAxAxE0NjMhMhYVERQGIyEiJjchESETITUjETM1IQEhNSMRMzUhZLB8Arx8sLB8%2FUR8sMgDhPx8ZAEsyMj%2B1AGQASzIyP7UASwB9HywsHz%2BDHywsBgCvP2oZAEsZP4MZAEsZAAAAAAE%2F5wAAASwBEwADwATABYAGQBEALINAAArsBDNsBMvsATNAbAaL7AA1rAQzbAQELERASuwCc2xGwErsREQERKzFBUXGCQXOQCxExARErMVFhcZJBc5MDEDETQ2MyEyFhURFAYjISImNyERIRMFERMtAWSwfAK8fLCwfP1EfLDIA4T8fGQBLGQBLP7UASwB9HywsHz%2BDHywsBgCvP6ilgEs%2FtSWlgAAAAAF%2F5wAAASwBEwADwATABcAHwAnAFoAsg0AACuwEM2wFC%2BwGM2wIzKwHy%2BwJTOwFc2wEy%2BwBM0BsCgvsADWsBDNsBAQsRQBK7AYzbAYELEcASuwIc2wIRCxJAErsBfNsBcQsREBK7AJzbEpASsAMDEDETQ2MyEyFhURFAYjISImNyERIRMRIRElMzI2NCYrAQQUFjsBESMiZLB8Arx8sLB8%2FUR8sMgDhPx8ZAK8%2FaiCKTY5JoIBEzYpgoImASwB9HywsHz%2BDHywsBgCvP2oAfT%2BDGRUglZWglQBLAAABf%2BcAAAEsARMAA8AEwAfACMAKQBIALINAAArsBDNsBMvsATNAbAqL7AA1rAQzbAQELERASuwCc2xKwErsREQERK1FBUgISQnJBc5ALETEBEStRQaICImKCQXOTAxAxE0NjMhMhYVERQGIyEiJjchESETIREjNTM1IREzFSMFMzUjEzMRMxEjZLB8Arx8sLB8%2FUR8sMgDhPx8ZAEsyMj%2B1MjIAZFkZGNkZMgBLAH0fLCwfP4MfLCwGAK8%2FagBLGRk%2FtRkZGQBLP5wAfQABv%2BcAAAEsARMAA8AEwAZAB0AIQAnAEwAsg0AACuwEM2wEy%2BwBM0BsCgvsADWsBDNsBAQsREBK7AJzbEpASuxERARErcUFRocHh8iJSQXOQCxExARErcUGBobHiAkJiQXOTAxAxE0NjMhMhYVERQGIyEiJjchESETIREjNSMTNTMVFzM1IxMzETMRI2SwfAK8fLCwfP1EfLDIA4T8fGQBLMhkZWTIZGRjZGTIASwB9HywsHz%2BDHywsBgCvP2oAZBk%2FnDIyGRkASz%2BcAH0AAAAAAb%2FnAAABLAETAAPABMAHQAhACUAKwCbALINAAArsBDNsB4vsSIpMzOwH82wIzKwGi%2BwG82wFC%2BwJjOwFc2wJzKwEy%2BwBM0BsCwvsADWsBDNsBAQsR4BK7AUMrAhzbAhELEcASuwF82zGRccCCuwGs2wGi%2BwGc2wFxCxIgErsCXNsCUQsSoBK7ApzbApELAmzbAmL7ApELERASuwCc2xLQErALEbHxESsBc5sBQRsBg5MDEDETQ2MyEyFhURFAYjISImNyERIRc1IREjFSM1MzUDNTMVITUzFQM1MxEjEWSwfAK8fLCwfP1EfLDIA4T8fGQBLGNkY8dkASxkAchkASwB9HywsHz%2BDHywsBgCvMhk%2FtRkZMj%2BcGRkZGQBkGT%2BDAGQAAADAAQABASsBKwACwATAB0AeQCwCi%2BwD82wHS%2BwGs2wGS%2BwFs2wEy%2BwBM0BsB4vsAHWsA3NsA0QsRQBK7AazbAaELERASuwB82xHwErsRoUERK1Cg4TAxYdJBc5sBERtQkPBBIXGyQXOQCxGh0RErQHDRAAFCQXObAZEbAVObAWErMGDBEBJBc5MDESEBIkIAQSEAIEICQSEBYgNhAmIAM1NyEVIRUhFSEEoAESAUQBEqCg%2Fu7%2BvP7uFvMBVvPz%2FqodZAEs%2FtQBLP7UAbYBRAESoKD%2B7v68%2Fu6goAJf%2Fqrz8wFW8%2F3%2ByGRkyGQAAAQAAAAEBKgErAALABMAIAAkAKAAsAovsA%2FNsCEvsBQzsCLNsBsvsBXNsBMvsATNAbAlL7AB1rANzbANELEUASuwIM2wGzKyIBQKK7NAIB4JK7AgELEhASuwGTKwJM2wFzKwJBCxEQErsAfNsSYBK7EgFBESswoOEwMkFzmwIRGwFjmwJBKzCQ8SBCQXOQCxIiERErQHDRAAHiQXObAbEbIXGB85OTmwFRKzBgwRASQXOTAxGAESJCAEEhACBCAkEhAWIDYQJiADESEXFSM1IxUzFSMVMzUzFaABEgFEARKgoP7u%2Frz%2B7hbzAVbz8%2F6qGQEsZGTIyMjIZAG2AUQBEqCg%2Fu7%2BvP7uoKACX%2F6q8%2FMBVvP9mgGQZGRkZGRkZGQA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%2F4WwAY0AS7AIUFixAQGOWbFGBitYIbAQWUuwFFJYIbCAWR2wBitcWFmwFCsAAAABUuZYrgAA%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIC8%2BCjxnbHlwaCAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZDsiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDQiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzNCIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI2IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTciIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYzIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMjEyOyIgZD0iTTIwMCA0MDBoOTAwdjMwMGgtOTAwdi0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjVmYzsiIGhvcml6LWFkdi14PSI1MDAiIGQ9Ik0wIDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjYwMTsiIGQ9Ik0tMTQgNDk0cTAgLTgwIDU2LjUgLTEzN3QxMzUuNSAtNTdoNzUwcTEyMCAwIDIwNSA4Ni41dDg1IDIwNy41dC04NSAyMDd0LTIwNSA4NnEtNDYgMCAtOTAgLTE0cS00NCA5NyAtMTM0LjUgMTU2LjV0LTIwMC41IDU5LjVxLTE1MiAwIC0yNjAgLTEwNy41dC0xMDggLTI2MC41cTAgLTI1IDIgLTM3cS02NiAtMTQgLTEwOC41IC02Ny41dC00Mi41IC0xMjIuNXoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDEzOyIgZD0iTTI5IDQ1NGw0MTkgLTQyMGw4MTggODIwbC0yMTIgMjEybC02MDcgLTYwN2wtMjA2IDIwN3oiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI3OyIgZD0iTTQgNjAwcTAgMTYyIDgwIDI5OXQyMTcgMjE3dDI5OSA4MHQyOTkgLTgwdDIxNyAtMjE3dDgwIC0yOTl0LTgwIC0yOTl0LTIxNyAtMjE3dC0yOTkgLTgwdC0yOTkgODB0LTIxNyAyMTd0LTgwIDI5OXpNMTg2IDYwMHEwIC0xNzEgMTIxLjUgLTI5Mi41dDI5Mi41IC0xMjEuNXQyOTIuNSAxMjEuNXQxMjEuNSAyOTIuNXQtMTIxLjUgMjkyLjV0LTI5Mi41IDEyMS41dC0yOTIuNSAtMTIxLjV0LTEyMS41IC0yOTIuNXpNMzUwIDYwMGwyNTAgMzAwIGwyNTAgLTMwMGgtMTUwdi0zMDBoLTIwMHYzMDBoLTE1MHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI4OyIgZD0iTTAgMjV2NDc1bDIwMCA3MDBoODAwbDE5OSAtNzAwbDEgLTQ3NXEwIC0xMSAtNyAtMTh0LTE4IC03aC0xMTUwcS0xMSAwIC0xOCA3dC03IDE4ek0yMDAgNTAwaDIwMGw1MCAtMjAwaDMwMGw1MCAyMDBoMjAwbC05NyA1MDBoLTYwNnoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI5OyIgZD0iTTQgNjAwcTAgMTYyIDgwIDI5OXQyMTcgMjE3dDI5OSA4MHQyOTkgLTgwdDIxNyAtMjE3dDgwIC0yOTl0LTgwIC0yOTl0LTIxNyAtMjE3dC0yOTkgLTgwdC0yOTkgODB0LTIxNyAyMTd0LTgwIDI5OXpNMTg2IDYwMHEwIC0xNzIgMTIxLjUgLTI5M3QyOTIuNSAtMTIxdDI5Mi41IDEyMXQxMjEuNSAyOTNxMCAxNzEgLTEyMS41IDI5Mi41dC0yOTIuNSAxMjEuNXQtMjkyLjUgLTEyMS41dC0xMjEuNSAtMjkyLjV6TTUwMCAzOTd2NDAxIGwyOTcgLTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMwOyIgZD0iTTIzIDYwMHEwIC0xMTggNDUuNSAtMjI0LjV0MTIzIC0xODR0MTg0IC0xMjN0MjI0LjUgLTQ1LjV0MjI0LjUgNDUuNXQxODQgMTIzdDEyMyAxODR0NDUuNSAyMjQuNWgtMTUwcTAgLTE3NyAtMTI1IC0zMDJ0LTMwMiAtMTI1dC0zMDIgMTI1dC0xMjUgMzAydDEyNSAzMDJ0MzAyIDEyNXExMzYgMCAyNDYgLTgxbC0xNDYgLTE0Nmg0MDB2NDAwbC0xNDUgLTE0NXEtMTU3IDEyMiAtMzU1IDEyMnEtMTE4IDAgLTIyNC41IC00NS41dC0xODQgLTEyMyB0LTEyMyAtMTg0dC00NS41IC0yMjQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMxOyIgZD0iTTIzIDYwMHEwIDExOCA0NS41IDIyNC41dDEyMyAxODR0MTg0IDEyM3QyMjQuNSA0NS41cTE5OCAwIDM1NSAtMTIybDE0NSAxNDV2LTQwMGgtNDAwbDE0NyAxNDdxLTExMiA4MCAtMjQ3IDgwcS0xNzcgMCAtMzAyIC0xMjV0LTEyNSAtMzAyaC0xNTB6TTEwMCAwdjQwMGg0MDBsLTE0NyAtMTQ3cTExMiAtODAgMjQ3IC04MHExNzcgMCAzMDIgMTI1dDEyNSAzMDJoMTUwcTAgLTExOCAtNDUuNSAtMjI0LjV0LTEyMyAtMTg0dC0xODQgLTEyMyB0LTIyNC41IC00NS41cS0xOTggMCAtMzU1IDEyMnoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMyOyIgZD0iTTEwMCAwaDExMDB2MTIwMGgtMTEwMHYtMTIwMHpNMjAwIDEwMHY5MDBoOTAwdi05MDBoLTkwMHpNMzAwIDIwMHYxMDBoMTAwdi0xMDBoLTEwMHpNMzAwIDQwMHYxMDBoMTAwdi0xMDBoLTEwMHpNMzAwIDYwMHYxMDBoMTAwdi0xMDBoLTEwMHpNMzAwIDgwMHYxMDBoMTAwdi0xMDBoLTEwMHpNNTAwIDIwMGg1MDB2MTAwaC01MDB2LTEwMHpNNTAwIDQwMHYxMDBoNTAwdi0xMDBoLTUwMHpNNTAwIDYwMHYxMDBoNTAwdi0xMDBoLTUwMHogTTUwMCA4MDB2MTAwaDUwMHYtMTAwaC01MDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMzsiIGQ9Ik0wIDEwMHY2MDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41aDEwMHYyMDBxMCA4MiA1OSAxNDF0MTQxIDU5aDMwMHE4MiAwIDE0MSAtNTl0NTkgLTE0MXYtMjAwaDEwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNjAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC05MDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41ek00MDAgODAwaDMwMHYxNTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTIwMCBxLTIxIDAgLTM1LjUgLTE0LjV0LTE0LjUgLTM1LjV2LTE1MHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ4OyIgZD0iTTEwMCAwdjg5cTQxIDcgNzAuNSAzMi41dDI5LjUgNjUuNXY4MjdxMCAyOCAtMSAzOS41dC01LjUgMjZ0LTE1LjUgMjF0LTI5IDE0dC00OSAxNC41djcxbDQ3MSAtMXExMjAgMCAyMTMgLTg4dDkzIC0yMjhxMCAtNTUgLTExLjUgLTEwMS41dC0yOCAtNzR0LTMzLjUgLTQ3LjV0LTI4IC0yOGwtMTIgLTdxOCAtMyAyMS41IC05dDQ4IC0zMS41dDYwLjUgLTU4dDQ3LjUgLTkxLjV0MjEuNSAtMTI5cTAgLTg0IC01OSAtMTU2LjV0LTE0MiAtMTExIHQtMTYyIC0zOC41aC01MDB6TTQwMCAyMDBoMTYxcTg5IDAgMTUzIDQ4LjV0NjQgMTMyLjVxMCA5MCAtNjIuNSAxNTQuNXQtMTU2LjUgNjQuNWgtMTU5di00MDB6TTQwMCA3MDBoMTM5cTc2IDAgMTMwIDYxLjV0NTQgMTM4LjVxMCA4MiAtODQgMTMwLjV0LTIzOSA0OC41di0zNzl6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA0OTsiIGQ9Ik0yMDAgMHY1N3E3NyA3IDEzNC41IDQwLjV0NjUuNSA4MC41bDE3MyA4NDlxMTAgNTYgLTEwIDc0dC05MSAzN3EtNiAxIC0xMC41IDIuNXQtOS41IDIuNXY1N2g0MjVsMiAtNTdxLTMzIC04IC02MiAtMjUuNXQtNDYgLTM3dC0yOS41IC0zOHQtMTcuNSAtMzAuNWwtNSAtMTJsLTEyOCAtODI1cS0xMCAtNTIgMTQgLTgydDk1IC0zNnYtNTdoLTUwMHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDU5OyIgZD0iTTAgMjc1djY1MHEwIDMxIDIyIDUzdDUzIDIyaDc1MHEzMSAwIDUzIC0yMnQyMiAtNTN2LTY1MHEwIC0zMSAtMjIgLTUzdC01MyAtMjJoLTc1MHEtMzEgMCAtNTMgMjJ0LTIyIDUzek05MDAgNjAwbDMwMCAzMDB2LTYwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDYwOyIgZD0iTTAgNDR2MTAxMnEwIDE4IDEzIDMxdDMxIDEzaDExMTJxMTkgMCAzMS41IC0xM3QxMi41IC0zMXYtMTAxMnEwIC0xOCAtMTIuNSAtMzF0LTMxLjUgLTEzaC0xMTEycS0xOCAwIC0zMSAxM3QtMTMgMzF6TTEwMCAyNjNsMjQ3IDE4MmwyOTggLTEzMWwtNzQgMTU2bDI5MyAzMThsMjM2IC0yODh2NTAwaC0xMDAwdi03Mzd6TTIwOCA3NTBxMCA1NiAzOSA5NXQ5NSAzOXQ5NSAtMzl0MzkgLTk1dC0zOSAtOTV0LTk1IC0zOXQtOTUgMzl0LTM5IDk1eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEzNiA1NTBsNTY0IDU1MHYtNDg3bDUwMCA0ODd2LTExMDBsLTUwMCA0ODh2LTQ4OHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc4OyIgZD0iTTEwMCAyNTB2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgxMDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41ek0xMDAgNTAwaDExMDBsLTU1MCA1NjR6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3OTsiIGQ9Ik0xODUgNTk5bDU5MiAtNTkybDI0MCAyNDBsLTM1MyAzNTNsMzUzIDM1M2wtMjQwIDI0MHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDgwOyIgZD0iTTI3MiAxOTRsMzUzIDM1M2wtMzUzIDM1M2wyNDEgMjQwbDU3MiAtNTcxbDIxIC0yMmwtMSAtMXYtMWwtNTkyIC01OTF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4MTsiIGQ9Ik0zIDYwMHEwIDE2MiA4MCAyOTkuNXQyMTcuNSAyMTcuNXQyOTkuNSA4MHQyOTkuNSAtODB0MjE3LjUgLTIxNy41dDgwIC0yOTkuNXQtODAgLTI5OS41dC0yMTcuNSAtMjE3LjV0LTI5OS41IC04MHQtMjk5LjUgODB0LTIxNy41IDIxNy41dC04MCAyOTkuNXpNMzAwIDUwMGgyMDB2LTIwMGgyMDB2MjAwaDIwMHYyMDBoLTIwMHYyMDBoLTIwMHYtMjAwaC0yMDB2LTIwMHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDg5OyIgZD0iTTQgNjAwcTAgMTYyIDgwIDI5OXQyMTcgMjE3dDI5OSA4MHQyOTkgLTgwdDIxNyAtMjE3dDgwIC0yOTl0LTgwIC0yOTl0LTIxNyAtMjE3dC0yOTkgLTgwdC0yOTkgODB0LTIxNyAyMTd0LTgwIDI5OXpNMTg2IDYwMHEwIC0xNzEgMTIxLjUgLTI5Mi41dDI5Mi41IC0xMjEuNXQyOTIuNSAxMjEuNXQxMjEuNSAyOTIuNXQtMTIxLjUgMjkyLjV0LTI5Mi41IDEyMS41dC0yOTIuNSAtMTIxLjV0LTEyMS41IC0yOTIuNXpNMzIyIDUzN2wxNDEgMTQxIGw4NyAtODdsMjA0IDIwNWwxNDIgLTE0MmwtMzQ2IC0zNDV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5MDsiIGQ9Ik00IDYwMHEwIDE2MiA4MCAyOTl0MjE3IDIxN3QyOTkgODB0Mjk5IC04MHQyMTcgLTIxN3Q4MCAtMjk5dC04MCAtMjk5dC0yMTcgLTIxN3QtMjk5IC04MHQtMjk5IDgwdC0yMTcgMjE3dC04MCAyOTl6TTE4NiA2MDBxMCAtMTE1IDYyIC0yMTVsNTY4IDU2N3EtMTAwIDYyIC0yMTYgNjJxLTE3MSAwIC0yOTIuNSAtMTIxLjV0LTEyMS41IC0yOTIuNXpNMzkxIDI0NXE5NyAtNTkgMjA5IC01OXExNzEgMCAyOTIuNSAxMjEuNXQxMjEuNSAyOTIuNSBxMCAxMTIgLTU5IDIwOXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDkxOyIgZD0iTTAgNTQ3bDYwMCA0NTN2LTMwMGg2MDB2LTMwMGgtNjAwdi0zMDF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5MjsiIGQ9Ik0wIDQwMHYzMDBoNjAwdjMwMGw2MDAgLTQ1M2wtNjAwIC00NDh2MzAxaC02MDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5MzsiIGQ9Ik0yMDQgNjAwbDQ1MCA2MDBsNDQ0IC02MDBoLTI5OHYtNjAwaC0zMDB2NjAwaC0yOTZ6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5NDsiIGQ9Ik0xMDQgNjAwaDI5NnY2MDBoMzAwdi02MDBoMjk4bC00NDkgLTYwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk1OyIgZD0iTTAgMjAwcTYgMTMyIDQxIDIzOC41dDEwMy41IDE5M3QxODQgMTM4dDI3MS41IDU5LjV2MjcxbDYwMCAtNDUzbC02MDAgLTQ0OHYzMDFxLTk1IC0yIC0xODMgLTIwdC0xNzAgLTUydC0xNDcgLTkyLjV0LTEwMCAtMTM1LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5NjsiIGQ9Ik0wIDB2NDAwbDEyOSAtMTI5bDI5NCAyOTRsMTQyIC0xNDJsLTI5NCAtMjk0bDEyOSAtMTI5aC00MDB6TTYzNSA3NzdsMTQyIC0xNDJsMjk0IDI5NGwxMjkgLTEyOXY0MDBoLTQwMGwxMjkgLTEyOXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk3OyIgZD0iTTM0IDE3NmwyOTUgMjk1bC0xMjkgMTI5aDQwMHYtNDAwbC0xMjkgMTMwbC0yOTUgLTI5NXpNNjAwIDYwMHY0MDBsMTI5IC0xMjlsMjk1IDI5NWwxNDIgLTE0MWwtMjk1IC0yOTVsMTI5IC0xMzBoLTQwMHoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTMzOyIgZD0iTTUgNTk3cTAgMTIyIDQ3LjUgMjMyLjV0MTI3LjUgMTkwLjV0MTkwLjUgMTI3LjV0MjMyLjUgNDcuNXExNjIgMCAyOTkuNSAtODB0MjE3LjUgLTIxOHQ4MCAtMzAwdC04MCAtMjk5LjV0LTIxNy41IC0yMTcuNXQtMjk5LjUgLTgwdC0zMDAgODB0LTIxOCAyMTcuNXQtODAgMjk5LjV6TTMwMCA2MDBoMjAwdi0zMDBoMjAwdjMwMGgyMDBsLTMwMCA0MDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzNDsiIGQ9Ik01IDU5N3EwIDEyMiA0Ny41IDIzMi41dDEyNy41IDE5MC41dDE5MC41IDEyNy41dDIzMi41IDQ3LjVxMTYyIDAgMjk5LjUgLTgwdDIxNy41IC0yMTh0ODAgLTMwMHQtODAgLTI5OS41dC0yMTcuNSAtMjE3LjV0LTI5OS41IC04MHQtMzAwIDgwdC0yMTggMjE3LjV0LTgwIDI5OS41ek0zMDAgNjAwbDMwMCAtNDAwbDMwMCA0MDBoLTIwMHYzMDBoLTIwMHYtMzAwaC0yMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzNTsiIGQ9Ik01IDU5N3EwIDEyMiA0Ny41IDIzMi41dDEyNy41IDE5MC41dDE5MC41IDEyNy41dDIzMi41IDQ3LjVxMTIxIDAgMjMxLjUgLTQ3LjV0MTkwLjUgLTEyNy41dDEyNy41IC0xOTAuNXQ0Ny41IC0yMzIuNXEwIC0xNjIgLTgwIC0yOTkuNXQtMjE3LjUgLTIxNy41dC0yOTkuNSAtODB0LTMwMCA4MHQtMjE4IDIxNy41dC04MCAyOTkuNXpNMjU0IDc4MHEtOCAtMzMgNS41IC05Mi41dDcuNSAtODcuNXEwIC05IDE3IC00NHQxNiAtNjAgcTEyIDAgMjMgLTUuNXQyMyAtMTV0MjAgLTEzLjVxMjQgLTEyIDEwOCAtNDJxMjIgLTggNTMgLTMxLjV0NTkuNSAtMzguNXQ1Ny41IC0xMXE4IC0xOCAtMTUgLTU1dC0yMCAtNTdxNDIgLTcxIDg3IC04MHEwIC02IC0zIC0xNS41dC0zLjUgLTE0LjV0NC41IC0xN3ExMDQgLTMgMjIxIDExMnEzMCAyOSA0NyA0N3QzNC41IDQ5dDIwLjUgNjJxLTE0IDkgLTM3IDkuNXQtMzYgNy41cS0xNCA3IC00OSAxNXQtNTIgMTlxLTkgMCAtMzkuNSAtMC41IHQtNDYuNSAtMS41dC0zOSAtNi41dC0zOSAtMTYuNXEtNTAgLTM1IC02NiAtMTJxLTQgMiAtMy41IDI1LjV0MC41IDI1LjVxLTYgMTMgLTI2LjUgMTd0LTI0LjUgN3EyIDIyIC0yIDQxdC0xNi41IDI4dC0zOC41IC0yMHEtMjMgLTI1IC00MiA0cS0xOSAyOCAtOCA1OHE2IDE2IDIyIDIycTYgLTEgMjYgLTEuNXQzMy41IC00dDE5LjUgLTEzLjVxMTIgLTE5IDMyIC0zNy41dDM0IC0yNy41bDE0IC04cTAgMyA5LjUgMzkuNXQ1LjUgNTcuNSBxLTQgMjMgMTQuNSA0NC41dDIyLjUgMzEuNXE1IDE0IDEwIDM1dDguNSAzMXQxNS41IDIyLjV0MzQgMjEuNXEtNiAxOCAxMCAzN3E4IDAgMjMuNSAtMS41dDI0LjUgLTEuNXQyMC41IDQuNXQyMC41IDE1LjVxLTEwIDIzIC0zMC41IDQyLjV0LTM4IDMwdC00OSAyNi41dC00My41IDIzcTExIDM5IDIgNDRxMzEgLTEzIDU4IC0xNC41dDM5IDMuNWwxMSA0cTcgMzYgLTE2LjUgNTMuNXQtNjQuNSAyOC41dC01NiAyM3EtMTkgLTMgLTM3IDAgcS0xNSAtMTIgLTM2LjUgLTIxdC0zNC41IC0xMnQtNDQgLTh0LTM5IC02cS0xNSAtMyAtNDUuNSAwLjV0LTQ1LjUgLTIuNXEtMjEgLTcgLTUyIC0yNi41dC0zNCAtMzQuNXEtMyAtMTEgNi41IC0yMi41dDguNSAtMTguNXEtMyAtMzQgLTI3LjUgLTkwLjV0LTI5LjUgLTc5LjV6TTUxOCA5MTZxMyAxMiAxNiAzMHQxNiAyNXExMCAtMTAgMTguNSAtMTB0MTQgNnQxNC41IDE0LjV0MTYgMTIuNXEwIC0yNCAxNyAtNjYuNXQxNyAtNDMuNSBxLTkgMiAtMzEgNXQtMzYgNXQtMzIgOHQtMzAgMTR6TTY5MiAxMDAzaDFoLTF6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzNjsiIGQ9Ik0wIDE2NC41cTAgMjEuNSAxNSAzNy41bDYwMCA1OTlxLTMzIDEwMSA2IDIwMS41dDEzNSAxNTQuNXExNjQgOTIgMzA2IC05bC0yNTkgLTEzOGwxNDUgLTIzMmwyNTEgMTI2cTEzIC0xNzUgLTE1MSAtMjY3cS0xMjMgLTcwIC0yNTMgLTIzbC01OTYgLTU5NnEtMTUgLTE2IC0zNi41IC0xNnQtMzYuNSAxNmwtMTExIDExMHEtMTUgMTUgLTE1IDM2LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzNzsiIGhvcml6LWFkdi14PSIxMjIwIiBkPSJNMCAxOTZ2MTAwcTAgNDEgMjkuNSA3MC41dDcwLjUgMjkuNWgxMDAwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41di0xMDBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTEwMDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41ek0wIDU5NnYxMDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMCBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41ek0wIDk5NnYxMDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41aDEwMDBxNDEgMCA3MC41IC0yOS41dDI5LjUgLTcwLjV2LTEwMHEwIC00MSAtMjkuNSAtNzAuNXQtNzAuNSAtMjkuNWgtMTAwMHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV6TTYwMCA1OTZoNTAwdjEwMGgtNTAwdi0xMDB6TTgwMCAxOTZoMzAwdjEwMGgtMzAwdi0xMDB6TTkwMCA5OTZoMjAwdjEwMGgtMjAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzODsiIGQ9Ik0xMDAgMTEwMHYxMDBoMTAwMHYtMTAwaC0xMDAwek0xNTAgMTAwMGg5MDBsLTM1MCAtNTAwdi0zMDBsLTIwMCAtMjAwdjUwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTM5OyIgZD0iTTAgMjAwdjIwMGgxMjAwdi0yMDBxMCAtNDEgLTI5LjUgLTcwLjV0LTcwLjUgLTI5LjVoLTEwMDBxLTQxIDAgLTcwLjUgMjkuNXQtMjkuNSA3MC41ek0wIDUwMHY0MDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41aDMwMHYxMDBxMCA0MSAyOS41IDcwLjV0NzAuNSAyOS41aDIwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtMTAwaDMwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNDAwaC01MDB2MTAwaC0yMDB2LTEwMGgtNTAweiBNNTAwIDEwMDBoMjAwdjEwMGgtMjAwdi0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0MDsiIGQ9Ik0wIDB2NDAwbDEyOSAtMTI5bDIwMCAyMDBsMTQyIC0xNDJsLTIwMCAtMjAwbDEyOSAtMTI5aC00MDB6TTAgODAwbDEyOSAxMjlsMjAwIC0yMDBsMTQyIDE0MmwtMjAwIDIwMGwxMjkgMTI5aC00MDB2LTQwMHpNNzI5IDMyOWwxNDIgMTQybDIwMCAtMjAwbDEyOSAxMjl2LTQwMGgtNDAwbDEyOSAxMjl6TTcyOSA4NzFsMjAwIDIwMGwtMTI5IDEyOWg0MDB2LTQwMGwtMTI5IDEyOWwtMjAwIC0yMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0MTsiIGQ9Ik0wIDU5NnEwIDE2MiA4MCAyOTl0MjE3IDIxN3QyOTkgODB0Mjk5IC04MHQyMTcgLTIxN3Q4MCAtMjk5dC04MCAtMjk5dC0yMTcgLTIxN3QtMjk5IC04MHQtMjk5IDgwdC0yMTcgMjE3dC04MCAyOTl6TTE4MiA1OTZxMCAtMTcyIDEyMS41IC0yOTN0MjkyLjUgLTEyMXQyOTIuNSAxMjF0MTIxLjUgMjkzcTAgMTcxIC0xMjEuNSAyOTIuNXQtMjkyLjUgMTIxLjV0LTI5Mi41IC0xMjEuNXQtMTIxLjUgLTI5Mi41ek0yOTEgNjU1IHEwIDIzIDE1LjUgMzguNXQzOC41IDE1LjV0MzkgLTE2dDE2IC0zOHEwIC0yMyAtMTYgLTM5dC0zOSAtMTZxLTIyIDAgLTM4IDE2dC0xNiAzOXpNNDAwIDg1MHEwIDIyIDE2IDM4LjV0MzkgMTYuNXEyMiAwIDM4IC0xNnQxNiAtMzl0LTE2IC0zOXQtMzggLTE2cS0yMyAwIC0zOSAxNi41dC0xNiAzOC41ek01MTQgNjA5cTAgMzIgMjAuNSA1Ni41dDUxLjUgMjkuNWwxMjIgMTI2bDEgMXEtOSAxNCAtOSAyOHEwIDIyIDE2IDM4LjV0MzkgMTYuNSBxMjIgMCAzOCAtMTZ0MTYgLTM5dC0xNiAtMzl0LTM4IC0xNnEtMTQgMCAtMjkgMTBsLTU1IC0xNDVxMTcgLTIyIDE3IC01MXEwIC0zNiAtMjUuNSAtNjEuNXQtNjEuNSAtMjUuNXQtNjEuNSAyNS41dC0yNS41IDYxLjV6TTgwMCA2NTVxMCAyMiAxNiAzOHQzOSAxNnQzOC41IC0xNS41dDE1LjUgLTM4LjV0LTE2IC0zOXQtMzggLTE2cS0yMyAwIC0zOSAxNnQtMTYgMzl6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0MjsiIGQ9Ik0tNDAgMzc1cS0xMyAtOTUgMzUgLTE3M3EzNSAtNTcgOTQgLTg5dDEyOSAtMzJxNjMgMCAxMTkgMjhxMzMgMTYgNjUgNDAuNXQ1Mi41IDQ1LjV0NTkuNSA2NHE0MCA0NCA1NyA2MWwzOTQgMzk0cTM1IDM1IDQ3IDg0dC0zIDk2cS0yNyA4NyAtMTE3IDEwNHEtMjAgMiAtMjkgMnEtNDYgMCAtNzguNSAtMTYuNXQtNjcuNSAtNTEuNWwtMzg5IC0zOTZsLTcgLTdsNjkgLTY3bDM3NyAzNzNxMjAgMjIgMzkgMzhxMjMgMjMgNTAgMjMgcTM4IDAgNTMgLTM2cTE2IC0zOSAtMjAgLTc1bC01NDcgLTU0N3EtNTIgLTUyIC0xMjUgLTUycS01NSAwIC0xMDAgMzN0LTU0IDk2cS01IDM1IDIuNSA2NnQzMS41IDYzdDQyIDUwdDU2IDU0cTI0IDIxIDQ0IDQxbDM0OCAzNDhxNTIgNTIgODIuNSA3OS41dDg0IDU0dDEwNy41IDI2LjVxMjUgMCA0OCAtNHE5NSAtMTcgMTU0IC05NC41dDUxIC0xNzUuNXEtNyAtMTAxIC05OCAtMTkybC0yNTIgLTI0OWwtMjUzIC0yNTZsNyAtN2w2OSAtNjAgbDUxNyA1MTFxNjcgNjcgOTUgMTU3dDExIDE4M3EtMTYgODcgLTY3IDE1NHQtMTMwIDEwM3EtNjkgMzMgLTE1MiAzM3EtMTA3IDAgLTE5NyAtNTVxLTQwIC0yNCAtMTExIC05NWwtNTEyIC01MTJxLTY4IC02OCAtODEgLTE2M3oiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTUwOyIgZD0iTTIgMzAwbDI5OCAtMzAwbDI5OCAzMDBoLTE5OHY5MDBoLTIwMHYtOTAwaC0xOTh6TTYwMiA5MDBsMjk4IDMwMGwyOTggLTMwMGgtMTk4di05MDBoLTIwMHY5MDBoLTE5OHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTUxOyIgZD0iTTIgMzAwaDE5OHY5MDBoMjAwdi05MDBoMTk4bC0yOTggLTMwMHpNNzAwIDB2MjAwaDEwMHYtMTAwaDIwMHYtMTAwaC0zMDB6TTcwMCA0MDB2MTAwaDMwMHYtMjAwaC05OXYtMTAwaC0xMDB2MTAwaDk5djEwMGgtMjAwek03MDAgNzAwdjUwMGgzMDB2LTUwMGgtMTAwdjEwMGgtMTAwdi0xMDBoLTEwMHpNODAxIDkwMGgxMDB2MjAwaC0xMDB2LTIwMHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTU0OyIgZD0iTTIgMzAwbDI5OCAtMzAwbDI5OCAzMDBoLTE5OHY5MDBoLTIwMHYtOTAwaC0xOTh6TTgwMCA0MDB2MTAwaDIwMHYtNTAwaC0xMDB2NDAwaC0xMDB6TTgwMCA4MDB2NDAwaDMwMHYtNTAwaC0xMDB2MTAwaC0yMDB6TTkwMSA5MDBoMTAwdjIwMGgtMTAwdi0yMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1NTsiIGQ9Ik0yIDMwMGwyOTggLTMwMGwyOTggMzAwaC0xOTh2OTAwaC0yMDB2LTkwMGgtMTk4ek03MDAgMTAwdjIwMGg1MDB2LTIwMGgtNTAwek03MDAgNDAwdjIwMGg0MDB2LTIwMGgtNDAwek03MDAgNzAwdjIwMGgzMDB2LTIwMGgtMzAwek03MDAgMTAwMHYyMDBoMjAwdi0yMDBoLTIwMHoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTY3OyIgZD0iTTAgMHYyNzVxMCAxMSA3IDE4dDE4IDdoMTA0OHExMSAwIDE5IC03LjV0OCAtMTcuNXYtMjc1aC0xMTAwek0xMDAgNzAwaDMwMHYtMzAwaDMwMHYzMDBoMjk1bC00NDUgNTAwek05MDAgMTUwaDEwMHY1MGgtMTAwdi01MHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTY4OyIgZD0iTTAgMHYyNzVxMCAxMSA3IDE4dDE4IDdoMTA0OHExMSAwIDE5IC03LjV0OCAtMTcuNXYtMjc1aC0xMTAwek0xMDAgNzA1bDMwNSAtMzA1bDU5NiA1OTZsLTE1NCAxNTVsLTQ0MiAtNDQybC0xNTAgMTUxek05MDAgMTUwaDEwMHY1MGgtMTAwdi01MHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTY5OyIgZD0iTTAgMHYyNzVxMCAxMSA3IDE4dDE4IDdoMTA0OHExMSAwIDE5IC03LjV0OCAtMTcuNXYtMjc1aC0xMTAwek0xMDAgOTg4bDk3IC05OGwyMTIgMjEzbC05NyA5N3pNMjAwIDQwMGw2OTcgMWwzIDY5OWwtMjUwIC0yMzlsLTE0OSAxNDlsLTIxMiAtMjEybDE0OSAtMTQ5ek05MDAgMTUwaDEwMHY1MGgtMTAwdi01MHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTczOyIgZD0iTTAgMTUwdjEwMDBxMCAyMCAxNC41IDM1dDM1LjUgMTVoMjUwdi0zMDBoNTAwdjMwMGgxMDBsMjAwIC0yMDB2LTIxOGwtMjc2IC0yNzVsLTEyMCAxMjBsLTEyNiAtMTI3aC0zNzh2LTQwMGgtMTUwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXpNNTgxIDMwNmwxMjMgMTIzbDEyMCAtMTIwbDM1MyAzNTJsMTIzIC0xMjNsLTQ3NSAtNDc2ek02MDAgMTAwMGgxMDB2MjAwaC0xMDB2LTIwMHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTg0OyIgZD0iTTEwMCAwdjEwMGgxMTAwdi0xMDBoLTExMDB6TTE3NSAyMDBoOTUwbC0xMjUgMTUwdjI1MGwxMDAgMTAwdjQwMGgtMTAwdi0yMDBoLTEwMHYyMDBoLTIwMHYtMjAwaC0xMDB2MjAwaC0yMDB2LTIwMGgtMTAwdjIwMGgtMTAwdi00MDBsMTAwIC0xMDB2LTI1MHoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTg4OyIgZD0iTS0xMDAgMzAwdjUwMHEwIDEyNCA4OCAyMTJ0MjEyIDg4aDcwMHExMjQgMCAyMTIgLTg4dDg4IC0yMTJ2LTUwMHEwIC0xMjQgLTg4IC0yMTJ0LTIxMiAtODhoLTcwMHEtMTI0IDAgLTIxMiA4OHQtODggMjEyek0xMDAgMjAwaDkwMHY3MDBoLTkwMHYtNzAwek0yMDAgMzAwaDMwMHYxMDBoLTIwMHYzMDBoMjAwdjEwMGgtMzAwdi01MDB6TTYwMCAzMDBoMzAwdjEwMGgtMjAwdjMwMGgyMDB2MTAwaC0zMDB2LTUwMHoiIC8%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%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<div id="header">
<h1 class="title">Illumina</h1>
<h4 class="author"><em>Mark Dunning; mark ‘dot’ dunning ‘at’ cruk.cam.ac.uk, Oscar Rueda; oscar ‘dot’ rueda ‘at’ cruk.cam.ac.uk</em></h4>
<h4 class="date"><em>Last modified: 11 Feb 2016</em></h4>
</div>


<div id="illumina" class="section level1">
<h1>Illumina</h1>
<div id="single-channel-microarrays" class="section level2">
<h2>Single-channel microarrays</h2>
<ul>
<li>50 base-pair ‘probes’ with the same sequence are attached to a bead</li>
<li>Beads that have the same probe sequence are known as a <em>bead-type</em></li>
<li>Beads are identified by Illumina using a decoding sequence</li>
</ul>
</div>
<div id="randomly-arranged-arrays" class="section level2">
<h2>Randomly-arranged arrays</h2>
<ul>
<li>Arrays of randomly-arranged beads are constructed</li>
<li>The number of replicates of each bead-type follows a normal distribution</li>
<li>Around 20 replicates on most-recent arrays</li>
</ul>
<p><img 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" alt="abead" /></p>
</div>
<div id="different-chip-types" class="section level2">
<h2>Different chip types</h2>
<p><img src="data:image/png;base64,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" alt="illumina-chips" /></p>
<ul>
<li>‘Refseq’ chips with 24,000 bead-types per array, 8 arrays per chip</li>
<li>WG- chips with 48,000 bead-types per array, 6 arrays per chip</li>
<li>HT-12 chips with 48,000 bead-types per array, 12 arrays per chip</li>
<li>Each chip also has an annotation ‘version’ (v1, v2, v3, v4)</li>
</ul>
</div>
<div id="example-arrangement" class="section level2">
<h2>Example Arrangement</h2>
<p>Observations for Gene X on Illumina and older array technologies</p>
<p><img 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" alt="BeadPositions" /></p>
<p>Example Consider a technical failure on one of the arrays</p>
<p><img 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" alt="artefact" /></p>
</div>
<div id="workflow" class="section level2">
<h2>Workflow</h2>
<p>The analyst may have a choice over what data to take as a starting point</p>
<ul>
<li>Raw images</li>
<li>Bead-level data - vary number of observations for a bead-type on each array and pre-computed intensities</li>
<li>Bead-summary - One value for each bead-type on each array. i.e. an ‘Expression Matrix’</li>
<li>Starting with raw, or bead-level data gives more flexiblity in analysis</li>
<li>Bead-summary data fit in with standard Bioconductor tools <img 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" alt="illumina-workflow" /></li>
</ul>
<p>(adapted from <a href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3228778/">Ritchie et al</a>)</p>
<p>The <a href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3228778/">recommmended</a> approach is to work with the so-called <strong><em>bead-level</em></strong> data as it allows the entire analysis workflow to be performed in R and Bioconductor, with all the benefits of reproducibility and transparency that gives. However, in order to produce data of this type, several modifications need to be made to the manufacturer’s scanning software. Consequently, data of this type are uncommon.</p>
<p>If you have bead-level data, then for each hybridisation you will have;</p>
<ol style="list-style-type: decimal">
<li>A TIFF image representation of the array surface</li>
</ol>
<p><img 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qJYzE5wF/tK0tZUy1lXNU1L3STzPMj3uNy5xNySuIHXX+FsPHW4e7G6JuNF4w0yt9f0zZ2S+tvey9X9V6PwijxOmHgFRiU0JaTUCrylgOlsh37vcfqvB7/KEWNjorfQaW91P5Q8Kh1gelL7JyvQ1GPU0nj1FRRYdBDWU7r/imXzP1vrrZanEa+qxKoM1XK6aS1szl1eAAf0UO+qIR+q7uGy0kbpRWxGUOYQ2xtYrpOtmNtliqrZDvronQVIsddVOE7toiosSb6Kf0nao3HPshGp4UBsQhNyeE4/90WQBcGtGpJ0ssqiGWCUslY9jxw8WK49LK3111XdwOrioMXo6ueFs8UEzZHRO2eAb2K959a/OsE84xCgqMD8fhwh0DHNlkZlDp72tmDWja3JO6+bZTkzW0vuq11ibarEAki25WRGUkO3CxQc2TpO77odLXXPQvijq4X1Dc8LXgvZ/3C+oX1jzXz7xulr8Oq/pvg8uCVrIclVOJCGygi2XJrt/3X15C+TVlRJVVEk8xzSSOLnO7JXDzquVsg9JzXC5Ox6XFzoioI1uLqI0XvrZPhO7pta6trgkbKDU9IhFjqmtlzxVUsb8zXEm1tdVwE635Vc4uP3KDi+y5WO9NzsozAjlcSE3OqagD+1le17i6xWTGFwcQdluvCvGqzy7yOkwXDDG2qqSQ0yGzRYX1V828WxLw3yGowbG42x1cIDjkcHNc0i4II7C0XV0TpAbHTRE75WUUb5ZGsjaXvcbBoGpWcsMkT3xytLHtNnNcLELiG4UO6iqLI766o0WLc35VlJbMfT/ACrAcW3Tk3TpBzyqBqANfZQggnhUGxBbuhubnVQ8InSAb2XcwWudhmLUlcxjXvp5WyhrxcEg31Xp/ql5sPOsbhr/APE0GGuji9Mikjyeob3zP11P/svGcIN9Fs//AMd/g9n/AOQz78WWs511Wf3emNdL7LE7nhQG1iNFSSSSdVEHKze/OGiwFhusOCnVkCriXHVQ7eyfCJzqnAQc2Qeyd8L1v0tovHcQ8yoqfzGd1Pg7s3qPa7LrbS5Go1XB9RsPwPC/La6l8UxA4hhAIdDMWOaRfdpvqbbX5XmfhOPdBvrouSMg2Y78pO658RhhgmDaeT1G23XTV/hOE/lTZUHU20VNjYAWRwykg6qa2HSt+lE7uu5hWIVWF18NXQzPgqIjdkjDYhTFa+oxKtmqqyR0s8hzOe43JK6l9kHKJybpwnwu1hVbJh2IU9ZBb1YXh7bi4uFz4/ikmMYpNWztYySU3IYLD9lruFCoqiptf7dk6V3Jvop1wuRj2tje0sBJ56WVJSz1k7IaWKSaZ35WRtLif0WEsUkL3xysdG9psWuFiD8KRuLHhzdwo85iXE6lTXS69Bg+OQUPj+I4fJQQzSVNi2dw+6O3S8/z2nafCc6odkG+mqip1PSXNkG+izJYGNy3z8rFzruJdqVOEHNlt/FMGPkGO0uGiphpPWdYzTGzG/JXWx2gGF4tVUQnjqBC8s9WP8rrchdHrlOFQLnpT2/lOe04ROk57S21jcrNrQQ4uNiNgsEQaELtR0wkpJJjKA5p/IdyuTBaFmI17KeSoZTtIP3v2XWqYhDPJGHB4a4gOHK42mztRdThOdNFzUVOaqrhgDmsMjw3M7YX5K2XlOBnAMWfROqqesytB9WB2ZputPx7J8Jos4w0h2e97aLD+k+ET50T5TvlOk/hOuE7unCrXZb22UNrDtOdU4TnRThUrFFVdyqTcAWsp2nV1Q27SRstp4vjdV47jVPiWHkCphJLSfhdXFq6XE8RqKyot60zy92UWFz7LqG+l04WRAaRyse0G4tuh3N904F0Gl0AuRyvReNYNhuJUGJzYhiTaOenizQRkf8AVd0vOkWNk501TpbLC6ajnp6s1cxjmY28Qto4rXOFjbhZNjc8OcwaDdYBXsFZEPiLTq07ghYElxJKc6J/ayZYE5+ljx7Jzpol9AiJZOu0O5vultrqttf2Xr/M5/GJcGwQePQSR17YbVrnbOf7LDBz46fC69tcH/5syD0SNsq8xUQSU7wJBa+oW9wXxyomw+LGqprf8QyobHM6+tr6r2n1zg+nsU+GP+nssrqhzP8AxbGX9FoAFrZhfMTe9iQvlG/yrz9ygJHKyLnOJNyflQ2yix1U51ThZxvyBwABusWmxBVe7M8nZY9KjY6XU6WTWZmuIIFuFj0nd0Ita6doNdt0I11ThPhEPunCfCm/yiXVNtU6umv6JzouyyKN9MXZ/wDdJsGjldvHfH8VwF9O3GKKakdURiWISC2Zh2K1SvIvqnCdWvdeow6Hx93htc+rklbjjZB6IAu0t5XmN3a7KdqdKoOLbrIG2a97lY9X2Tk20Ren8Ox3DsGp8TZiGGx1stRAY4XP/wDKJ5XmXHW4XpPHMHocQwXFKmqr209TA0GKIkDP/wDPwvOPIIAta3Kx7WQDnkBoLrcLL0x6ZJNnDhcfOuicIPbVdjD6OavrYaWlbnnlcGsb2Vy4th1ThddLSV8ZiqIzZzTwuoyxcM35UeBncGflWUgjyMLPzchYE3vfdTrpO+lRoQRuodSSVscBpKatxBkVbN6MNiS69l16+BsFVMyBxfC1xDX9hcD3ucRmcTYLlZWTtpnQNleInG5YDoVwkknUqJz2orfdAnJ5RBubJ8LIMc4OIa4gbkDZYkEWvsq0kA25U6Tu6dX2T4RNynXC7NJQVdYyZ9LTyzNibmkcxpOUdlcDmWaDe9+FinSoO99VzUNHUV9VHTUUL555DZsbBckqVlNPR1MlPVROhnjOV7Hixaelw7p/allbaHpVpym41U3udkG+uizY/JYtH3A3uvT4p5H5T5lFS0FbV12IwUcd4qcEuZGALZso025XlnAtuDp2FBvorlOXNY2vvwpzql9PZORbVOCnPSfKp4up8J0h5uiW00WcLBJI1pOW/KPBje5oN/cLDq+qcLOORzHXYcpWBJJJO5WTWucTYF1t7KW+29/0U/hclNPLTTsmge6OVhu17TYgrnqpavEJJaqoc+Z+7pHaldRUAWNzYqKKjjn2Q634TpEuVnnd6eXN9t9lgivd9VEvqbaJ/ad3TgKgmxsmU3GhF1DuboQRa+y9H4/5TUYNg2J4fDTUs0Vc3K90sQc5n/pPC84TronaXvbRNk5HKDVdiroqqjERqqeSESNzML2kZh2F1+7oeFvfHvKsVwCjr6XDKj0oK6P0p25Qcw/VaVgMsoF7FxW9wmowqmoa+nxSj9eocB6MocQWFefdvpsuRkRfG94Is3hdzx/GKzAcXpsSw2T0qundmjfa9imO4vVY5ic9fiDxJVTOzPcABc/AWv51W3qvHcTpcFpsVnpnNoKgkRy30K1BAvuiriCRYWU4WTMoP3i6zpshmYJb+lmGa29l9j+l0+IUPm1XUfTCJlRIyhc6RtU3Yc2GtzsvkmN1M9bjFbU1jY21U0znyCNjWNDidbNaABr0F03CxsdF7TDvLKY+CHxefC6RxlqRJ+OeD6kQ0vlsQP3utb5tg2G4JikcGDYq3FKd0TXmQMLcpO7dV5tXnpRX5S2htssnMc3LdpFxcXCx4KvWbZS29tlkxuZwDd/dcrGxCKT1CfU4tsuA3Fk11TqyivynHsuWGV0WbJyNbri3Om6O31VbYOGcXC5o6l8bHxxuIjduLrt4nPRSwU4pIvTeGjNoN/nla3u65KaCWpmZFBE+WR2jWMbcn9FJo3xSPjkY5j2mzmuFiD1ZYdWU+Verp/SrrXGVThPldzBhSHFKQYkXfgvUb62TfLfWy3Pn7PHo/Iph4hJUvwotBb+IaGuBtqNCdF5rpDvqq0C4zbI6wJDdQonOq9R5N5THjOC4Th8WG0tH+BjyGSFusp/7nX5XnYpWtiewsDieVw325HSX34VLSALgi/KiltldroN9EBsbndej8k8txDyDD8No68sMNDH6cQa0DT9F53KSCRsltrbqc6oDqOFyNje9jnNFwNyuO2yXIvrZDxdOF2aChqsQn9KigknkALsrBc2HK70+N4l/iRhM00gpI339E6AH4Wo06RDvYrMxPEQeR9hNrrAb9r0NVglFD4nS4pHiLH1kkhY+lG7RwVrcMxatwud8uHzvp5HtLHOYSCQeF0Xvc9xc43cTclL6m+qgNgsi4k6L20LPCXfTkieWvj8rEhLTHE18bhw03cLD3APwvEEa6rk/DyCn9a3+2Ta64gLnTVVhDXguFwDsvWed+VUvkkOFR0mFU+HCigER9H/zDy4+681HOxtG+IxguJvm6XX5QC5sN1scXweuwZ9OK+B8BnjErA4EEtK11zqltRynCK5vstZT+VlFG6WRscYLnuNgByVzVtHPRz+lUsyPte17rv4l45imGYXR4jW0j4aSqF4ZHf8AIdrUd8oiHhOCvS/TryqTwzyyjxuGnjqX05P+1JsQRZT6heT/AOsPKKrGP8dRYcZrD0aSPIzT/ke3Hk8rzm5AOinBtsg3WUbHSPaxgJe42A7K9XR+HSwYvJQ+RzDCpGwes3Prm00Gmy8tUMEUz42vD2tcQHDn3XHynKX3XLLIHxsaG2y6XXF3yor3bRNNE7XJAWCRpmuWeyxkIzOyCzSdFiPZLGxNjYLlnmdK1jXAANHC4uFWmxFlDrftZxtD3AOOULFwsSBqO1NiOUvuqeOFO+k6WbJHNBANgdwvU+VYvgmJYNhcOF4c6kq4I8s7y/MJD2NBZeTT5VDftutx4t5DV+N176qhy53xuicHC4LTutZWTmqqZZ3CznuLiFxaoPy7aKX10VzOyBtzbpVjcxOobYKEuyga2U7vqg4vssnWLjk291iBewG6ytZxDtFz4YyCWvp46x5jpnSNEjwLlrb6lej+oFH4/hXkskPitY6vwz02lsj2lpzW1FivKmV+TJmOS98vCgJBuNConPacFOekBIII3B3WyxnGcQxY0/8AkaqWp9CMRx53E5WjYBa+Owe0u1bfUL2P1F8iwLH/APFDAMAhwh1NTiKd8biTO+w+4jYftfXdeNuMu2vanPa2f+Mj/wAL+O/Ex+pny+id7drDCqKKunkbLMIGtYSCban9V02vdT1AdG6zmO0cFyVtXNW1BmqHmSQ7ucblbXFfKcYxXB6LC6+unnoKP/owOeSxnwNgtGPzX46WxxispasU/wCFpW05YwNcR/yPa1vCfyic9IqDYg7prY20Cg/ZZMzsIkbcEG4d7ru4ti9di1SKjEKiSeYNDA97iTYbBdDUp3wnSLbeK1NBRY/RVGMU34qgY8GWG9sw6U8oqqGsx2sqMIpxS0T3kxQj/iOlqurbqjLY33UvtdO0+FFTwtvRYx+HwSow800ThK7N6pH3D2C1BGumqJz0nCo0Pah1TnpRX5T4W88M8bqPKsfgwqjnp6eaUEtfUPDGaC+pK6GN4bLhGKVVBUuifNTyGNzonh7CQeCNCF0lWWzC/wCW+q9X5xL4xMzDXeLU9RA4U7RVeq6+aTkheTVcSbXUB+0p+65Kh7ZJpHxtDWOcSGjgLj50XrMUqvGZPB8OgoqSePyFkpNRMXXjc3jS1wV5PY6rMOJa1rvy3UdYOOTb3WOmnaosb30Qcce6rxZxsbhY8XVH3ErH+1Tvqu1hYp/8hTfjifwnqN9W2+W+v8L695d4n4d5XjFNS/Sc1grRCZamOocPQyBv/En7s99wdF8bqoX01RJDKLSRuLXD3C49jqu2KCc0P4rKPR7XU50TS3uqLX+5Tj2WUbC8kN4Cl7Ntc3QEg6kqJ3ZBuLKhji0uykgcgaIQQfuU4Qb6J/aoFj9yWOUkflU5+1RX5XJ6rvREf/EFYNaTct4SxbY2IUJuTfdCLWutlTYNVVGFTYhGB+GidlJO5K1rRdwA3Q7m+6dXU/pdrDMPqsTrYqSghdPUSGzWN3KwqqaWknlgqWOimjOVzHDUFcO56RZPblIubrHU7LklhlhLfVjfHmFxmaRcLjT5S5y+yDfRNLe6c6pwsmML3WYLlYkWOu65oaiWCYSQvdG8bOabFYSSukLnPJc5xuSVgDY6apfW/KyeczrnS6xO2yDQpxdLpYWHaW3unAB2S+/KzcxoYwh1ydx0sO+E4CoNgbi6pZZgNxrwoObKcBOdV6Kbw3GoPEofJZaRwweSX0hP7+68+R9xy6hYLuYdiNXhszpaKokgkc0tLmOsSDwuq9xe4ucbkm5KEWdpqFyfiZvw/o+o70r3y8LiO/ScJsdNVWtL3BrdXE2AXOIDHK9kx9NwGy65/hO7I02IP8KuOYk7eyNsSL6BevwTy2mwzwzFsCkwikq5KxwLaqUHPF/6bEfzcLyIs11/zLHe/wDSc9INlSLEcqX0TrhE/lAL2t+y9D4xhFBiMOIvxLEW0ToIi+NpFzI7oLLGcep63x+hw6Khihkp/wA0zb3f/K852nXK7ENZPDTyQRyubG/8zRyuIsc0jMC2/KxO5591OU7W48Trq/DsepavCJhBWxnMyQm1iutj1ZVV+LVVTXyerVSPJe/sroLYMwqZ+FGva5npB2Utvqtfzos4X+nKx9gS0g2OxXq/qB5pN5hLQPnoqWk/CQNhaKdmUOtyfdeSzHJawtdTnROE510QKuADrA3WKya5zTdpI+FCb/8Ayh/dVhAcCdr7LtYjNBNK11LH6Qy2I911bjLa2valrna6JzpoiEEcosmsc5ri1pLRuVgr2m9k2upwOlQd7LnlMXpRekCHj81yuF2pN91OulSNft1XafiNY/D2UTqmU0jXFzYcxyg92XUG/SJse0OwQe2iIRY9oNCL6+yryHOJAsqDYCwsb7r1PhmPYXhD8SdjOEw4o6endHD6x/6Tz/yHuvLvLTISB9t7gLv+O4b/AJrH6HDhKIfxUzIc52bc2uvuf1l+geH+F+GzY/hGMzyil9NssFSxt5C42Ja4Wtv+Wx+V+ehsdP1TrlOE56RZNIDruGbRYn22T4TS3us4ywOPqC4ssTt7KD20QGxBVc7Uk8qdJwnVkWT5HPsHuJA2WO4KbkLlZ6XpODx9/BSBwErS8kN7B1WM1s7spJbfcrDnRZiaQRGPO7Je+W+iw3OuiX02TntLfbe/6KjU9KEeyH90TfZRe3+lld4nQ4pWu82w59fSPp3Nia1xbkfwdP8A78ryWJmldiFQcPZJHRmQmJkjw9zW30BcALn3sF13Wv8Abopaw2QnXVOFkxxB+1Yod9UUWbm5WtNwb8Kskc1jw02B4WBG2mqumt91Orp3ZALkW3S29906XcpMMraykqaqmp5JaemAMsjRowHtdPpOdNE0sLbofdOPZOdE6sh5unSDm2yJzqqToLqfCnS5IZXwTNlieWSsOZrmmxBXsazzvFvJHU1N5bidZXUEIJbE+UkB1rA2Ol15GpLPWk9D/pE6fC4fhP7VJudVOPZVpsdFP7WTQCfu0Xamw2phoYqt8ZEEh+13a6dlbDKLfm6WTWt+7OSCNlufDY8Jm8mw6PyR0jcJMg9cxWDsvstj9TY/FI/JpB4N+P8A8Xl+4VZabPub5La5bW313XkhvoiHU6pxpsnwvUYPhGDVXiWJV1ZiDocThcBDBpZ4XmALuAOinfSbe6cJz0nCfOqcJ8aJ/aE66pc5bcLOOJ0gcWbNFysEO+qJzpqn9qnfVcsk+enZHlAy8rhGi5HtYI2lriXHcLFoDr3NlG2LgDoO0cAHHLqFANraod06Tu+65qicysjaWNbkFrjcrh7VY1z3BrQSelzxU7XU8j3SBr2/8DyuvqCOFQ0m5sSO1OlusF8ixDB8PxCjopGtgrWZJmkXuFp3ZSBlH3cr2P0+h8LkhxQ+byYmxwivS/gcubP7h2hWpxbxjEMNwekxSojDaGruYX31cPhaLuyJ3wq21xfT3Q7m2qDcW1UO549lzRsEzmt0ZYblcTxlc4A3A5U+ETkX0TtUgAixuom56VynJe2nan8pwnPScJz2u9LW1D8OipnzZoWm7WHhdIC99bWUBta26E666oCQm9zdP4RANe04TnpAbNIS6cIbaWTj3U+VQh30Cf2q43OqnAT4UWbXlt7Gyx4TvlOk7Q/Cd8oiiqcBPhUOsQW6FQkk6oor86qLJjyxwLdChde5O5U6uuaGQhjmaZDuvd+cnwE+KYN/pYYiPIGtaKsvDRC7Q5uSc17WtpZfPu77ob6Kg6Gy7M+IVM9NFTyzPfDH+RhOgXVRUHQi11ANRbVLboDqOFQLm3fK9J5V47B4/HhkkWJU1f8Ai4BM5kRv6RP/ABPuvNusSSNPZDY2tp7qKtNiCdVDynwpwuWBzA+8guLKF5y5R+W+yxJBOmixV51Tj2QbmyJ3dOr7JY2Ntk6sn9rJzchGZY8eyzDg112aaLEkEa7qX7Tj2W68S8ZxPyvFRh+Cwiapyl+UmwsF0K2kNFJNT1P21UTyxzQb6j3C6hN91dcu2namx0WUTvTka+17G9itkDTYhLPLO9tO4Nu0Ablat3SfynA1TlVzHNDSWkX2Kl91tfFqyioPIaCqxSnFVQxStdNCdntvqFsfqHiGBYp5NUVfi9BNQUD9fRkkDhm5LbNFh7a/K8z/AGnynV9kvqbJ/aH3Tj2TuydWT5T5UV6QA2PSDcWWQy5De+ZY/KfGyDfRO+PZOkTlO1WDM4AaFHNyuIOpCnV9k7sq02II3Qm9yd1Dpuqy2YX/AC31XsvqBN4vNTYP/pf8WKhtOG1bZmANz2GrSCSedwF44Zcjr/m4UIItdGb6/lvqu3Xspg9n4MuIy637XrsMoPDZPpxV1GJV1XD5M2Y+jHDGJA5ttAQXNsL7m5PsV4doBP36LkNNL+H9YNPpXtdcPOiivOuicJ8IBpulu9EROrIq8HTMLKX0TntWwy35U3KcIdPdThdzDMRqsNqRPRTOhlAtmabFdeaV80rpJSXPcblx5Kx0B11Uvp7JuVFkDa91NT7p8JbZPlcj5nvjYx5+1uy47b22TqyW7Tq6oP2kIQLC2pU7Tq6W0OibWRPZL6W/lOe1Ferbp2q21xm0Ch9v3XdwqphpKoSVELJ2ZSMrtl1Z3tfK9zBlaTcDpYfGioIym417U51TjROrbqfK9J9P4sDm8qoG+VyviwfP/vuZfNb9FxecQ4HB5JVt8WnqZ8KzXjdURhjh7aONx7mx9gtFbayiyN3EC37Le0viGNVPik/kcNIXYTBJ6Uk2YCzvhaDnTVE+U4TlUWGp/Zc9XOJ5A5rBHYWsF176Jz2s/Wk9IR5zkv8AlvosDv0nCHftF7X6e+EQeXU2LSz47h2EfgofUb+MflEnsP8A+Lxb25XFoINja45QDQm1/dQDblEG+iLKS5IzG69pT/T2sqfp2/yuGvoPRZKY30z6hjJAByA4i56aNTwF4kgg9IEO+uqa29kHspwrzql9PZAelkcuQW/Msedd1PlZNNgQFY3ZXBw3CzBY9r3SXz8IZBJkbJo0chYOIaXBure1HAADKbqdpyt9huNU1LgFbh8tBDLLO4Fs7h9zFoedE4V56WbHsET2ubdx2KxjIDwXi4UcdTl0HSnOiivynCc6KK724Xbiw6skw+StZSyupI3ZXTBpyg9XXWbYOF9QsTre23SDfRT+1flb2HxbE5vF5cfjivh8cnpuf7rRagpx7qjUi+gUPNtlTpayh11Xrvpj4/hfk3kzaDHMSbhtH6T3mdxsAQLgXXn8bpIaHFaylpamOrgilcxk8YIbI0HQi4B/cBdrxjF2YNXPnfSx1GZhZZ/F11ZcTqXQTQRzPZTSvzmFp+2/wum1tyc2lgpY2vbTtTlUAuIDdXE2AC7OIYdWYdIxldTyU73tD2h7bXB5XXbYgNI3O65KmH0JA0ODxa+i4V7P6c+Ff60nxONuI01A6kpnTtM72sbIR/xu4gD5K8fMwxSvjNiWOLSQQQbdEbpGWjNnF9NFgdvZPhANu1m2R8eYNcRcWNlgb6XWbJHNY5rfyndYA2Om6HXfdPlNbeyc6LlbVTNgMLZXiInMWX0v3ZYSPL3Xdv7LGxsOlQ0m+VGtzEAfmJWUsbopC2QWIUGwB0F90kaGvIabhYKjUrsUEUctXFHUOLInGznDgLLE4YqetkjppPUiB+1y6qipN7cIqDYi+qm9yiivzqi9N9PfEp/NfIWYTSVEVPM5jntdKbA2Gy0uMUEmF4pVUM7mOlp5HROdG4OaSDbQjQ/oun8px7LceM4BU+Q1slPRFjXRxmRxebAALXClkdWCmFjIX5BbYm9lsfJvH63x2vbSYi0NlLA/TorT/wBLb+O4HWY3LUMoQy8MZkeXbALoU9HLU1zKSFuad78jWjk3XYxzCKvBa91JXsyTNAJAWvANtlnHlDv9zUWXoKHzHGKHxSt8cpan08KrJBJNG0AF5HZ3t7LQPDS4elfblcZFvlPlOE2Pa3dNik8GDGkjqpRTveHSQh1g63YW2+oXk+F+R/41uFYHTYZ+GhEckkZcXTGw1Otv2A3XjguZgbFK0yjMwi9lxPILiWizb7KfCcKhxab3QAuOmpJ2WUsT4n5ZGOY617OFisNLCw1QnXVXMSwN4CnJtosopHRSNkYbPabg+62/k3kmI+SVUNRi83rSxRiJrrAfaBYbLTcKhxvcKaW91ywVM0Bd6Uj2ZhY5Ta4XESTqVuMD8bxTG6WuqMMpXTw0bPUncP8Ai1dCeKFlPE5j7yH8w6XWTpFQLkAaqHlEXPBI2F5JaHgi2q4TvcbdITc9KcJt7pxuq1xF7GygJaQRoRys5ZHSvLnnMe1hc2GuioBINlSQWgAWK9J4tX4DSYZisWNUDqqrliy0sgdpG7sheacddDpwliQTfZbrwzx6byryKkwilmhgmqDZr5nBrRp2V1fI8ImwLG6zDKt0b56aQxudE8OaSOiNCtd1fZPjZU2uMqn9rfeFNwR+PQs8n9YYa4EOdF+ZptoVrcXZTMxKpGHuc6kEhERduW30XT2Oin9rZYC9sVcHSVMlLZptIwkFdKpeXzvJeX3cfuO5XGDY9qLuYdWz0U5lppnQvLS0lptooaolo0/3A7Nn5XfmxmorKoy4k91YQzKDIb2C077EkjQE7Ls4fiFVh75H0c74XPaWOLDa4PCjat7Hxyx/ZMx2YPG91nimJ1eKVJqK+d88xFi95uV0/wBVQFiqDY9Jwn8pwnPSLkblz/7motwuM822TnRZlrfSB1zLA+6cIN1zUc7qWqinjAL43BwB1Gi73kWMzY5XmqqWRsflygRtDQP2WrHF9leTbZGnKQRurI/O8ki3wpckAcKubZxA47WP9pzroic9rnpKWatqYqekY6WeVwaxg3J6W2ir8c8WlxDDmyVFBJM30qmE/aXDorRkkm53KnJ5RODZAbHTRD7/ALrc+MVGHU1VO7FaV1TG6ItYGn8ruCtXK5hncWNtGXXDeh0k5Y594hlHS4lPlXhB7IBci26OFiQd04CfCaWFt07uoeLq8aJ0nazgmkglbJC9zHt2c02IUlkfK9z5HFzibknUlYfCcLJoBP3aKJ8ar08eB4U/wqTFP8s0Yo2YM/BZDct7vsvMc9KcKjftE500WUbc72tJtc2v0tpSeP4liD6r/GUstYymjMsrom3DGjkrVEuAynS3CNcW3yqIifCoy8grlqpBK8FrAwWtZcPGyfOqcJ/Cn9rIHX7lOPZep8A8FxvzvEaii8dhilmgi9V4kkDBa9tytBiuH1WE4lVUGIRPgq6aR0UsbxYtcDYhel+neD4BjNbWxeTYlJh8bKdz4HtbfNINgVrajxzFIsE/zH4SU4MZ/QFWG/Zm6utRUMZHKRE7O226yfFG2lZI2QGQmxb0uudSb6JwqDYHlRNyUN7DRNvdbHxytgw3HKGsq4G1NPDM174XC4eAdQvUfVXyTAvK8fZXeO4FHgsbY8srWyl/rOv+a1gG6aWC8MmxPKyjY+R7WRtL3ONg0C5JVnhkglfHMx0cjTZzHCxH6LnwuvnwzEKeso35KiFwex3RC7OMYtNjWIVNficjpauY5nPPJXoPpLJ47F5xQO8zibNg+oka69r20Jtxdc31hl8Qm8ue7wGllpcLbGGyNeSWulubuZckhpFv/gLw+htbdT+1W2zfdss/Rf6Pq2+y9khkMTiW8iy4ybn3Q76pwLoAdbbInyidp0iyc7MGi1rKNFyttjWGQUMVM+nqm1BkYHOaP+J6WoXJK8PLbNy2FlgAcpNtO1AbHtEO+1l3MGom4jilJRvlbC2eVsZkdswE2uV7v6yfTqi8ArcPiw/yCnxkVMbnPbG1rXwEWtmAc7Q30Omy+ccJz0tu6poHYEyBsJFaHEmS+hC1LhY2KnCfCiyFtcynXS9t9OPqJi3gctfJgrmNkqo/Tc57A63RsQQvIV1S+trJqmXL6szzI/K0NFybmwGg+AuAnvdT5V7sp8Isw424Va4F15NRZYknLbi6g30UV51Tiy2OC4JiONzSxYVSS1T4ozK9sbblrRuVryC0kHQg2IK2/jfkuMeM1clRgdfUUM0jcjnwSFhI/RauqqJauolqKh7pJpXF73uNy5x1JJ5Kkbgwm+twtlN5BiUuAxYPJVSuw2OQysgLrta7sDgrV360XewHDnYvi9Hh8cscL6iQRiSRwa1tzuSV3vNfHJvFPIanCqmppqp8Vj6tPIHtIPuCdfZaI8XTuyb2tuqGuIccpNtzbZQk2HSAnWy72B4ZUYzi1Jh1EGmpqZBGzMbC5Pa5/JsDrfHMaqcLxNgbVQHK4NNwtSr8Lv4FiLsJxekr42NkfBIJAx4uDbtc/lWNS+Q47VYnURxxyzuzFsbQ1o/QLU9X0RORZUAvNgLuJsAtnjuAYpgTqduL0UtIZ4xLH6gtmaditXwgBJ01WVyGWzadLE6npWxy3sbdqHnlRe9+n309f5jguM10eM4dh7qBmZsVXII/VNjpmJAHVyV4R7Sx5YbZmmxsbj9xuu1SSQMhmbOzM9w+09FdaMtDxn1aj7Fxy7KyQyxNY6SN7A8XaXAgEeywAubcr0Pk3itXgFHhlVUyRSxV0ImjLDewPC893bZUuJtY7KfO6pFiLrL1D6WTS11h8IqTc6rYPwmshwuLES0fhnmzXA63XWqKyeokzyyOe7Llu430XW/tXnVOPZPjVLaAoBcrfYz4hj2C4PQ4pimGVFPh9aLwTvbZr9L/ANLQj90WcbGua8k2I2CwUVAPGqKuINuFjwr+qc6LKzfTvf7r7KONzroseFee0tpdbbx3yHFfHaqSpwSvqKGd7CwyQSFjiDxcLVzSvmlfLK4uke4uc4m5JO5KxOp11Tj2Qfsp/aysTc2JsgcWkEGxGxCr3ueS5zi4nckrEcWTvtXe19F36LE5KShqaaNjHNntcuFyPha/qy54mROhkdI+zxsO1xxyPhka+NxY5puHA2IWUtRJNI98zjI927nG5XF0Qm9+E/hOCl9uUVcb24QFzbOHB3WzxjHcTxsU7cSq5akQMEced18rRwFrcv2Xv+ijXEHTRTdLanlLmwF9Ok7sjdSLbrNsskYc1r3NzaEA7rDe107snVkG9zuvReReWV+PYVhlBXCL0cPj9OEtYAbe5A1XngDlJGyzknllaxr5HODRYAm9gvT4XR+NyeD4hPWVMrcfbK0U8dvsLOef/ZeUO+qWNvZUEg6aqFT5W4qvG8WpMApcZno5GYbUuLYpyPtcQtQuX8TL+H9H1Hene+W+i4lyOkBhazKARyuP+U4Qbr6lVec+My/SWLx3/SVB/mrZRidgJGEOvnBy5r20tmt/S+YMcG3uLlegxTzTHsU8fpcFrcTqpcMp7BlO6Ulgtt9u2i852iL0HhFbhWG+SUtRj1EK6gbfPCTa+mh5Wvx+akqMXqpsOi9GkfITHH/2i+gXQa4tN2mxUJve+65ICwOPqi4suN3Ntk06Tc9KcLkjc1pOYZtFh/SpsT9uinHuvb+A0HitXhWMv8lq3w1scd6RovZ560XipWgSODTdoOhWINr2Wy8bwSu8iximwzCYTNWTuysZe112fL/F8X8Sxh+G4/RyUtUBmaHDR7f+5p5HutJrYLv0OIGlo6iARMeJRYkjULoG1xZe28T8bwLFfEcar8TxuKgxKmANNDI1xEum32g68LxJ/ZE6RN7cIrbUcqd8Ls0FK6tqWQR2Dnbe6lTAaWeWCZpEjTbXSyyrqJ1IIi9wIeLiy6vdtk+FOFRvrqrmOW3CMcWuu3RQm/ynOq5n072U7ZTbI7pcbHltwOQpG0ueA3VxVkBDyHaFY9Kdq/CdpuRwl7Ap/KcaINT0iDQ9rOB4ZMx7gC0OBIPK72OVcFZWerTQiFtgMoWtVvY9rbT+QYnNgUOES1cjsOieXsgJ+0E82Xf8T8X/ANQ0eKztrYKd1DB6wjkcAZPYX3XmiLG3IVBte4ujQ5xAaLk8BHNc1xDmlpG4Isp8Ki2t91L7X2Tu2yfCfO6Hi6ceyfCf2nOqcKhpJNlAL/KpzX2UGoN1BrorsdFDtdXlOAl7Xsm1kduV28Kr6rDK6GroJXQ1MTg5kjd2kcrteR4/ivkeJGtxyvqK6qyhokneXENGwF9h7Lp4aGmsiztDhfY7K4oxsddM2MZWh2wXVOwVaTY6lTc6qcKqK7kBTY2WTDlcCEOtyd1n6r2uY5pyuGxGiwke57i5xJcdyVXPc62Yk27WPCblW/224WOyLNozHVYosvUcWBpccvSxVa4scHNNiOUcS4ku1KnKh0KyOlrL7h9IPAMB8n+k/l+K4pTyOr6Fr3wSsflLS2MuA+Lr4duVL8KnS1k4WUYDnEHpQ7KHQoAsgAXG6lh9qPGUkBS2i5IZpIs3pvcy4scptdcd7nVFtPF6g0mP0M7Y45CyVpySNzNOuxHS7vnta7EfJqyqfDBA57vyQMysHwF54J2onCqiKoVn/wCVtysByq4WaD2thh1HHPS1krnPa6JmZuUix15WuVLj2v/ZoEYd8AhNAAAfqZ6F4ttcbH+4WWh2+Ap7///Y/+AAEEpGSUYAAQEBAGAAYAAA/9sAQwAGBAUGBQQGBgUGBwcGCAoQCgoJCQoUDg8MEBcUGBgXFBYWGh0lHxobIxwWFiAsICMmJykqKRkfLTAtKDAlKCko/9sAQwEHBwcKCAoTCgoTKBoWGigoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgo/8AAEQgAwQPAAwEiAAIRAQMRAf/EABwAAQEBAAMBAQEAAAAAAAAAAAABAgMEBgUHCP/EADwQAAEDAwMCBAUDAwQCAQQDAAEAAhEDITEEEkFRYQUTInEGMoGR8KGxwRRC0SNS4fEVYjMWJHKCB0OS/8QAFAEBAAAAAAAAAAAAAAAAAAAAAP/EABQRAQAAAAAAAAAAAAAAAAAAAAD/2gAMAwEAAhEDEQA/AP5UXY0Jb54a5ofugBpwb89l11zabaakOaHExEmwuLn6Sg3Xqtd8lMMAs294k2P3/RcEGJgdFzO2upbmgh8+oBvpA4vK4PZBXRwpMKmbzCkmIm3RBoggAkZFo+qNYSxzgCYEmOL8/nKkWkX69lEAekgg3z7IM3VMtMGxB+xUm0WQV8b3bflm0iP0R0FxImDfuoYJMWHAJVBEAQM55QHgB5AcHAGNwwe91OEEZIlLd5QXcIgge/KnKERFwUzk34QAJB7LTtocWgywEw6LlZPEKIKoqCQItCNJaQWkgjkIBMwhucKtcWmWmCLyoAThAItPCiIg/dvBNH4MPhfQ1NfptLSqihp/JrP08mtDXvIcdlxMgkYDBOCV+PeKwNXVaSHHzqg9DGs5EGOBc2X6ToK9bU/Bnh9Clo9OK1F5Ac6qQXNdQbtIEwSCJgngWX5z4ls/qtR/Smo5u4sveQDeeIx9UHz3tZYeskC4kEcnP5yuNu1wDZDRM7iP8Lk05AJId6g0yCfm4gW/AFJYSwPlhDTuJvPS0eyDdFoeazGsY5zmAN6zIxfPH1PZcJp+ncHNItN4Iz/hAx7qgphjt5MBozPSFtzw55NNrWMgi4BgT+uc5QcRa4ASCA4SJ5CpEQGua7cPsp8r/SZg2IW4ApN3EH1TAJkde3T9EHGSS4kmSckoLFcjBDS4M3Rck4/LhT0Oc87dtpF7A/lvsgywbnRIHusotWbBaXByCCJuCR2UVkxE26IOkwMoIiqGI5nlA4lRFUERVRBYMEwYFpThREH3fg+m1/iVZ2+myoyg80y9xb6jAkRyAS7/APUm+D7nxep4bS8A1OhO8VNpFNtNoexhpuMgthpAdBcSZw0Wuvz34dreR4iHBrCSMuBJEEEwByQCPYlenp67zPD69BlCa1Vod5LTFMuMtPyncSG78n78h4ypSkuJG0RYxAkRP7/suJzQ0CTc8RhczgalQh4LQTAvYff6cric0/tclBibRwt+ltSGDe0iBvEZGcrI9JIIk4gqEQBfIQaJbtgC/UqNIAdIkkWM4MqHhUCTHPugl4GIlRaAEGTBiR3WUFUREFIg2IPsoiICpABsZSFEFQAkgASTwoiAiIgIiIC9/wDDOtf/AOJ0VOvpmBtOqWCs4tG+mWmaeJBhziHX46QvAL0Xg/p0tOnLnOe+TSc3a0CJDtwNwfVaxtlBj4vq09V4zqNVRaymyq7dtYwUwJAMbRgySvhFpBMjBg9l6T4i09DSspChVpasVKMvqCQfM3XcJubAcdfdeeqkPrPLJaLkB0CO1rIMNa507Wl0CTAwFCI+yrt3pLibixnjH8Ic2N+yDKK9ImUvt5goIqMi4CDNkHRBFVSHEiZJi3spweqCK2g9eFFp5l7jDRfAwgiiKoBEJ0sg7ogiKkRlEAEjBURUIItUwC8AzB6KLdCfNbtIB7oOSpsP/wAYLGhjZBIN+T95+67BpF25r77jvMQ3IF++foo4MNMtcz/UBMua6wg4A9p/SF2NKBTpTVDHioIvNxFgYtxIjkZQcA==" alt="nicearray" /></p>
<ol start="2" style="list-style-type: decimal">
<li>A text description of the bead locations, unique to each array. This is required</li>
</ol>
<p><img 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" alt="beadleveltext" /></p>
</div>
<div id="workflow-from-bead-level-data" class="section level2">
<h2>Workflow from bead-level data</h2>
<p>The scanner software produces a simple tab-delimited file as the arrays are being scanner. This turns-out to be a particularly good early-warning of problems. Specifically it records the 5th and 95th percentile of intensities which can be used as a measure of the signal-to-noise ratio. At some point, Illumina stated that ratio of these two numbers should be <a href="http://www.illumina.com/documents/products/technotes/technote_gene_expression_data_quality_control.pdf">at least <em>10</em></a>.</p>
<pre class="r"><code>ht12metrics &lt;- read.table(system.file(&quot;extdata/Chips/Metrics.txt&quot; ,
  package = &quot;BeadArrayUseCases&quot;) , sep = &quot;\t&quot; , header = TRUE ,as.is = TRUE )
ht12metrics</code></pre>
<pre><code>##                     Date     Matrix Section RegGrn FocusGrn SatGrn P95Grn
## 1   3/13/2009 6:45:04 PM 4613710017       B   0.13     0.70      0    704
## 2   3/24/2009 5:30:53 PM 4613710052       B   0.14     0.64      0    763
## 3   3/17/2009 5:58:00 PM 4613710054       B   0.10     0.67      0    815
## 4   3/31/2009 4:04:09 PM 4616443079       B   0.10     0.64      0    604
## 5   3/26/2009 1:29:30 PM 4616443093       B   0.12     0.66      0    716
## 6         04/07/09 18:28 4616443115       B   0.10     0.64      0    757
## 7   3/31/2009 6:38:16 PM 4616443081       B   0.12     0.51      0     41
## 8   3/31/2009 7:13:54 PM 4616443081       H   0.94     0.66      0    939
## 9  3/26/2009 12:10:56 PM 4616443092       B   0.12     0.66      0    562
## 10        04/01/09 16:34 4616443107       A   0.12     0.67      0    559
## 11        04/01/09 19:08 4616443136       A   0.15     0.58      0    612
## 12        04/01/09 04:50 4616494005       A   0.13     0.59      0    678
##    P05Grn RegRed FocusRed SatRed P95Red P05Red
## 1      36      0        0      0      0      0
## 2      37      0        0      0      0      0
## 3      36      0        0      0      0      0
## 4      34      0        0      0      0      0
## 5      34      0        0      0      0      0
## 6      37      0        0      0      0      0
## 7      29      0        0      0      0      0
## 8      55      0        0      0      0      0
## 9      34      0        0      0      0      0
## 10     37      0        0      0      0      0
## 11     44      0        0      0      0      0
## 12     38      0        0      0      0      0</code></pre>
<pre class="r"><code>ht12snr &lt;- ht12metrics$P95Grn / ht12metrics$P05Grn
plot (1:12 , ht12snr , pch = 19 , ylab = &quot; P95 / P05 &quot; , xlab = &quot; &quot; ,main = &quot; Signal - to - noise ratio for HT12 data &quot;)
axis (2)</code></pre>
<p><img 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" title alt width="672" /></p>
<p>The <code>beadarray</code> Bioconductor package can be used to read Illumina bead-level data. It assumes the files are arranged in the same folder structure that is created by the scanner software; one folder for each chip, named according to the name of the chip.</p>
<p>Each chip type has a different set of bead-types, so it is important to tell <code>beadarray</code> what annotation to use. In this case we choose <code>illuminaHumanv3</code>.</p>
<pre class="r"><code>library(beadarray)

chipPath &lt;- system.file(&quot;extdata/Chips&quot;,package=&quot;BeadArrayUseCases&quot;)
list.files(chipPath)</code></pre>
<pre><code>##  [1] &quot;4613710017&quot;      &quot;4613710052&quot;      &quot;4613710054&quot;     
##  [4] &quot;4616443079&quot;      &quot;4616443081&quot;      &quot;4616443092&quot;     
##  [7] &quot;4616443093&quot;      &quot;4616443107&quot;      &quot;4616443115&quot;     
## [10] &quot;4616443136&quot;      &quot;4616494005&quot;      &quot;Metrics.txt&quot;    
## [13] &quot;sampleSheet.csv&quot;</code></pre>
<pre class="r"><code>sampleSheetFile &lt;- paste0(chipPath,&quot;/sampleSheet.csv&quot;)
data &lt;- readIllumina(dir=chipPath,sampleSheet=sampleSheetFile,illuminaAnnotation=&quot;Humanv3&quot;)</code></pre>
<pre><code>## Sample Sheet /home/dunnin01/R/x86_64-pc-linux-gnu-library/3.2/BeadArrayUseCases/extdata/Chips/sampleSheet.csv will be used to read the data
## Processing section 4613710017_B
## Processing section 4613710052_B
## Processing section 4613710054_B
## Processing section 4616443079_B
## Processing section 4616443093_B
## Processing section 4616443115_B
## Processing section 4616443081_B
## Processing section 4616443081_H
## Processing section 4616443092_B
## Processing section 4616443107_A
## Processing section 4616443136_A
## Processing section 4616494005_A</code></pre>
<p>Just like with Affy data, we can visualise the raw images.</p>
<pre class="r"><code>imageplot(data, array=6,high=&quot;darkgreen&quot;,low=&quot;lightgreen&quot;,zlim=c(4,10))</code></pre>
<p><img src="data:image/png;base64,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" title alt width="672" /></p>
<pre class="r"><code>imageplot(data, array=8,high=&quot;darkgreen&quot;,low=&quot;lightgreen&quot;,zlim=c(4,10))</code></pre>
<p><img 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" title alt width="672" /></p>
<p>We could use <a href="http://bioinformatics.oxfordjournals.org/content/24/24/2921.full"><strong><em>BASH</em></strong></a> which we don’t cover today</p>
<p>Illumina put a number (~700) so-called <em>negative-controls</em> on each array. The probe sequences used are not supposed to hybridise to any location of the genome so therefore should just be measuring “<em>background</em>”. Additionally, several “<em>housekeeping</em>” genes are used which should be highly-expressed on any tissue-type. We can exploit the values of these controls for QA purposes; the housekeeping controls should always be high intensity and the negative controls should have low signal. There should be a large difference between the two extremes.</p>
<pre class="r"><code>combinedControlPlot(data,array=1)
combinedControlPlot(data,array=7)
combinedControlPlot(data,array=8)</code></pre>
</div>
<div id="summarisation" class="section level2">
<h2>Summarisation</h2>
<p>Now we can summarise the data into a more-usable form. Recall that there are ~30 measurements for each bead-type and we would prefer to work with a single, reliable, value for each bead-type (gene).</p>
<ul>
<li>Take a log<span class="math">\(_2\)</span> transformation of all the recorded observations.</li>
<li>Remove any “outliers” ( &gt; 3 <a href="https://en.wikipedia.org/wiki/Median_absolute_deviation">median-absolute-deviations</a> from the median)</li>
<li>Take the mean and standard deviation of the remaining beads</li>
</ul>
<p>This procedure is taken care of by the <code>summarize</code> function.</p>
<pre><code>## Annotating control probes using package illuminaHumanv3.db Version:1.26.0</code></pre>
<pre class="r"><code>eset.ill</code></pre>
<pre><code>## ExpressionSetIllumina (storageMode: list)
## assayData: 49576 features, 12 samples 
##   element names: exprs, se.exprs, nObservations 
## protocolData: none
## phenoData
##   rowNames: 4613710017_B 4613710052_B ... 4616494005_A (12 total)
##   varLabels: Sample_Name Sample_Group Sentrix_ID Sentrix_Position
##   varMetadata: labelDescription
## featureData
##   featureNames: ILMN_1802380 ILMN_1893287 ... ILMN_1846115 (49576
##     total)
##   fvarLabels: ArrayAddressID IlluminaID Status
##   fvarMetadata: labelDescription
## experimentData: use 'experimentData(object)'
## Annotation: Humanv3 
## QC Information
##  Available Slots:  
##   QC Items: Date, Matrix, ..., SampleGroup, numBeads
##   sampleNames: 4613710017_B, 4613710052_B, ..., 4616443136_A, 4616494005_A</code></pre>
<p>The object should seem familiar from the previous section on Affymetrix</p>
<pre class="r"><code>head(exprs(eset.ill))</code></pre>
<pre><code>##              4613710017_B 4613710052_B 4613710054_B 4616443079_B
## ILMN_1802380     8.454468     8.616796     8.523001     8.420796
## ILMN_1893287     5.388161     5.419345     5.162849     5.133287
## ILMN_1736104     5.268626     5.457679     5.012766     4.988511
## ILMN_1792389     6.767519     7.183788     6.947624     7.168571
## ILMN_1854015     5.556947     5.721614     5.595413     5.520391
## ILMN_1904757     5.421553     5.320500     5.522316     5.375212
##              4616443093_B 4616443115_B 4616443081_B 4616443081_H
## ILMN_1802380     8.527748     8.733281     4.970241    10.347973
## ILMN_1893287     5.221987     5.529493     5.113827     7.117936
## ILMN_1736104     5.284026     5.168590     5.281035     6.480966
## ILMN_1792389     7.386435     7.524649     5.032331     8.604813
## ILMN_1854015     5.558717     5.747483     5.101193     7.839441
## ILMN_1904757     5.638935     5.519093     5.018379     6.841015
##              4616443092_B 4616443107_A 4616443136_A 4616494005_A
## ILMN_1802380     9.693461     9.670220     9.743319     9.903972
## ILMN_1893287     5.471102     5.530818     5.816294     5.355552
## ILMN_1736104     5.143453     5.609556     5.603493     5.347251
## ILMN_1792389     8.052951     8.090507     8.106430     8.395739
## ILMN_1854015     5.524689     6.048046     6.138562     5.710613
## ILMN_1904757     5.070717     5.399798     5.622445     5.460538</code></pre>
<pre class="r"><code>head(pData(eset.ill))</code></pre>
<pre><code>##              Sample_Name Sample_Group Sentrix_ID Sentrix_Position
## 4613710017_B      UHRR-1         UHRR 4613710017                B
## 4613710052_B      UHRR-2         UHRR 4613710052                B
## 4613710054_B      UHRR-3         UHRR 4613710054                B
## 4616443079_B      UHRR-4         UHRR 4616443079                B
## 4616443093_B      UHRR-5         UHRR 4616443093                B
## 4616443115_B      UHRR-6         UHRR 4616443115                B</code></pre>
<p>Examine the boxplot. Do the arrays seem normalised?</p>
<pre class="r"><code>boxplot(exprs(eset.ill),outline=FALSE)</code></pre>
<p><img src="data:image/png;base64,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" title alt width="672" /></p>
<p>We can normalise using <code>normaliseIllumina</code></p>
<pre class="r"><code>eset.norm &lt;- normaliseIllumina(eset.ill[,c(1:6,9:12)])</code></pre>
</div>
<div id="alternative-data-import" class="section level2">
<h2>Alternative data import</h2>
<p>A more-common form for Illumina data to be distributed is the output of Illumina’s GenomeStudio software. Data in this form have already been <em>summarised</em>. i.e. we get one measurement for each bead-type for each array. This format is naturally more-compatible with tools in Bioconductor. However, as we have already mentioned we lose some of the benefits of being able to control the whole analysis in R.</p>
<p>The <em>limma</em> package is one of the most highly-cited pacakges in Bioconductor, and as we will see later has some powerful tools for differential expression analysis. A workflow to import and normalise data that have been exported from GenomeStudio is described in Section 17.3 of the <a href="http://www.bioconductor.org/packages/release/bioc/vignettes/limma/inst/doc/usersguide.pdf">limma users guide</a>.</p>
<p>Data for this section can be downloaded from the <a href="http://bioinf.wehi.edu.au/marray/IlluminaCaseStudy/">WEHI</a> and un-zipped in the <code>data</code> directory.</p>
<pre class="r"><code>library(limma)</code></pre>
<pre><code>## 
## Attaching package: 'limma'
## 
## The following object is masked from 'package:beadarray':
## 
##     imageplot
## 
## The following object is masked from 'package:BiocGenerics':
## 
##     plotMA</code></pre>
<pre class="r"><code> x &lt;- read.ilmn(files=&quot;data/probe profile.txt&quot;,ctrlfiles=&quot;data/control probe profile.txt&quot;,
 other.columns=&quot;Detection&quot;)</code></pre>
<pre><code>## Reading file data/probe profile.txt ... ...
## Reading file data/control probe profile.txt ... ...</code></pre>
<pre class="r"><code> x</code></pre>
<pre><code>## An object of class &quot;EListRaw&quot;
## $source
## [1] &quot;illumina&quot;
## 
## $E
##                     1        2        3        4        5        6
## ILMN_1762337 52.34406 46.10429 54.01238 47.65873 54.75389 47.43921
## ILMN_2055271 69.91481 73.86729 58.64280 72.36581 77.10600 82.08336
## ILMN_1736007 57.47208 53.70050 53.39117 49.43674 58.56845 59.88695
## ILMN_2383229 53.60817 57.50813 48.22960 48.18757 61.81213 64.53053
## ILMN_1806310 58.11687 55.14536 50.52731 59.97917 64.15617 58.37450
##                     7        8        9       10       11       12
## ILMN_1762337 67.36201 47.92186 40.48154 44.69235 80.57645 42.53519
## ILMN_2055271 69.12629 81.29189 79.11217 82.50546 87.01139 60.91446
## ILMN_1736007 56.42299 51.62467 58.67375 51.74950 58.42390 43.89006
## ILMN_2383229 52.73515 43.47368 65.48235 49.83155 53.89276 39.26819
## ILMN_1806310 58.04995 52.31484 56.60397 55.61397 65.28136 46.38885
## 49582 more rows ...
## 
## $genes
##              SYMBOL  Status TargetID
## ILMN_1762337    7A5 regular     &lt;NA&gt;
## ILMN_2055271   A1BG regular     &lt;NA&gt;
## ILMN_1736007   A1BG regular     &lt;NA&gt;
## ILMN_2383229   A1CF regular     &lt;NA&gt;
## ILMN_1806310   A1CF regular     &lt;NA&gt;
## 49582 more rows ...
## 
## $other
## $Detection
##                       1         2          3           4          5
## ILMN_1762337 0.55849580 0.6754875 0.13698630 0.601388900 0.57762240
## ILMN_2055271 0.03064067 0.0000000 0.04931507 0.002777778 0.03636364
## ILMN_1736007 0.27715880 0.2924791 0.15342470 0.486111100 0.41118880
## ILMN_2383229 0.47353760 0.1866295 0.36575340 0.563888900 0.29510490
## ILMN_1806310 0.26183840 0.2479109 0.25890410 0.127777800 0.21958040
##                      6          7         8          9        10        11
## ILMN_1762337 0.7816412 0.05027933 0.4781382 0.90819210 0.7144847 0.0000000
## ILMN_2055271 0.0000000 0.03910615 0.0000000 0.00000000 0.0000000 0.0000000
## ILMN_1736007 0.2197497 0.23184360 0.3145275 0.15536720 0.3774373 0.2539007
## ILMN_2383229 0.1237830 0.34078210 0.7447109 0.05367232 0.4679666 0.3985816
## ILMN_1806310 0.2642559 0.19553070 0.2919605 0.19632770 0.2381616 0.1219858
##                     12
## ILMN_1762337 0.4599448
## ILMN_2055271 0.0000000
## ILMN_1736007 0.3604972
## ILMN_2383229 0.7472376
## ILMN_1806310 0.2030387
## 49582 more rows ...</code></pre>
<pre class="r"><code> head(x$E)</code></pre>
<pre><code>##                     1        2        3        4        5        6
## ILMN_1762337 52.34406 46.10429 54.01238 47.65873 54.75389 47.43921
## ILMN_2055271 69.91481 73.86729 58.64280 72.36581 77.10600 82.08336
## ILMN_1736007 57.47208 53.70050 53.39117 49.43674 58.56845 59.88695
## ILMN_2383229 53.60817 57.50813 48.22960 48.18757 61.81213 64.53053
## ILMN_1806310 58.11687 55.14536 50.52731 59.97917 64.15617 58.37450
## ILMN_1779670 64.49660 61.22243 52.84443 61.93639 67.88351 59.74094
##                     7        8        9       10       11       12
## ILMN_1762337 67.36201 47.92186 40.48154 44.69235 80.57645 42.53519
## ILMN_2055271 69.12629 81.29189 79.11217 82.50546 87.01139 60.91446
## ILMN_1736007 56.42299 51.62467 58.67375 51.74950 58.42390 43.89006
## ILMN_2383229 52.73515 43.47368 65.48235 49.83155 53.89276 39.26819
## ILMN_1806310 58.04995 52.31484 56.60397 55.61397 65.28136 46.38885
## ILMN_1779670 68.17852 63.10263 65.07272 65.68924 69.60009 52.01776</code></pre>
<p>One downside of limma, is that the data are represented in a slightly different format to the rest of Bioconductor. So the <code>exprs</code> and <code>pData</code> functions cannot be used. Instead to retrieve the expression measurements we have to use <code>$E</code>.</p>
<pre class="r"><code>boxplot(log2(x$E),range=0,ylab=&quot;log2 intensity&quot;)</code></pre>
<p><img src="data:image/png;base64,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" title alt width="672" /></p>
<p>A popular choice for the normalisation of Illumina data is <a href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3001098/"><em>neqc</em></a>. This incorporates a background correction step, log<span class="math">\(_2\)</span> transformation and quantile normalisation. The background estimation uses the intensities from the <em>negative controls</em>. After the data have been transformed, these controls are then removed from the data.</p>
<pre class="r"><code>y &lt;- neqc(x)
head(y$E)</code></pre>
<pre><code>##                     1        2        3        4        5        6
## ILMN_1762337 4.754040 4.731519 4.980562 4.741192 4.755547 4.704071
## ILMN_2055271 5.162217 5.298597 5.139491 5.284588 5.142003 5.383228
## ILMN_1736007 4.849849 4.852764 4.960072 4.769297 4.808160 4.895093
## ILMN_2383229 4.775144 4.923796 4.809635 4.749622 4.855720 4.983020
## ILMN_1806310 4.863640 4.877851 4.871417 4.975431 4.893602 4.867401
## ILMN_1779670 5.017084 5.002160 4.943029 5.019756 4.958687 4.892008
##                     7        8        9       10       11       12
## ILMN_1762337 5.090111 4.779881 4.669165 4.712218 5.226774 4.788520
## ILMN_2055271 5.123613 5.426473 5.410965 5.413067 5.342115 5.568949
## ILMN_1736007 4.891535 4.838546 4.946151 4.818017 4.859202 4.826098
## ILMN_2383229 4.831107 4.710633 5.078065 4.788162 4.797814 4.716899
## ILMN_1806310 4.919383 4.849762 4.911665 4.880178 4.957913 4.907443
## ILMN_1779670 5.105954 5.039321 5.068816 5.058381 5.029809 5.121597</code></pre>
<pre class="r"><code>boxplot(y$E,range=0,ylab=&quot;log2 intensity&quot;)</code></pre>
<p><img src="data:image/png;base64,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" title alt width="672" /></p>
<p>Another use for the negative controls is to estimate the proportion of genes that are expressed in each sample. There should not be a significant difference in these proportions between samples.</p>
<pre class="r"><code>pe &lt;- propexpr(x)
pe</code></pre>
<pre><code>##         1         2         3         4         5         6         7 
## 0.5568000 0.5176149 0.5489187 0.5548044 0.5038857 0.5141279 0.4950729 
##         8         9        10        11        12 
## 0.5175220 0.5285855 0.5137117 0.5351397 0.5167289</code></pre>
<pre class="r"><code>barplot(pe)</code></pre>
<p><img src="data:image/png;base64,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