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Our Team | Coma Neuroscience Lab
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His research focuses on decyphering the neural code of coma and consciousness using non-invasive and invasive brain monitoring technologies. Combining computational neuroscience tools and artificial intelligence (AI), his work integrates electroencephalography (EEG) and electrocorticography (ECoG) with other multimodal physiology, neuroimaging, and Electronic Health Record data. His research team is using traditional statistics as well as novel machine learning and deep learning methods to bring context and interpretability to models that aim to advance precision medicine in traumatic brain injury, cardiac arrest, epilepsy, and stroke.</p> <p>Dr. Amorim completed fellowship training in neurocritical care and epilepsy at the Massachusetts General Hospital and Brigham and Women's Hospital (Harvard Medical School) followed by postdoctoral training in machine learning and human neurophysiology at the Massachusetts General Hospital and Massachusetts Institute of Technology at the Computer Science and Artificial Intelligence Laboratory.</p> </div> </div> <h2> </h2> <h2><b>Faculty</b></h2> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/Caffarelli_photo%20copy.jpeg" width="300" /> <figcaption><strong>Mauro Caffarelli, MD </strong><br /> Assistant Professor of Neurology and Pediatrics (UCSF)<br /> </figcaption> </figure> <p> </p> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <p> </p> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <p> </p> </div> </div> <p> </p> <h1><strong>Staff</strong></h1> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/satomi_headshot_cropped.jpeg" width="300" /> <figcaption><strong>Satomi Ito, BS </strong>(Cognitive Science)<br /> </figcaption> </figure> <p> </p> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/vishnu_karukonda_headshot.jpeg" width="300" /> <figcaption><strong>Vishnu Karukonda, BA</strong> (Data Science)</figcaption> </figure> <p> </p> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <figure class="image"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/Bo_zhou_headshot.png" width="300" /> <figcaption><strong>Bo Zhou, MEng </strong>(Data Science, NLP)</figcaption> </figure> </div> </div> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/Peterson_Headshot.jpg" width="300" /> <figcaption><strong>Kate Peterson, BA</strong> (Neuroscience)</figcaption> </figure> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <figure class="image"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/Kevin%20Bao%20Headshot_0.jpg" width="300" /> <figcaption><strong>Kevin Bao, BA</strong> (Molecular Biology)</figcaption> </figure> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <p> </p> </div> </div> <h2> </h2> <h2><strong>Postdoctoral</strong></h2> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/raja-headshot_0.jpg" width="300" /> <figcaption><strong>Rajanikant Panda, PhD </strong>(Neuroscience)<br /> Postdoctoral Fellow (FNRS-Belgium fellowship; NIH/DoD funding)</figcaption> </figure> <p> </p> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/marina_headshot_square.jpg" width="300" /> <figcaption><strong>Marina Marques, MD</strong> (Vascular Neurology)<br /> Postdoctoral Fellow (AHA fellowship)</figcaption> </figure> <p> </p> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/britta_headshot.jpg" width="300" /> <figcaption><strong>Britta Lindquist, MD, PhD </strong>(Neuroscience)<br /> Neurocritical Care Fellow</figcaption> </figure> </div> </div> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <figure class="image"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/palmer_greene_headshot.png" width="231" /> <figcaption><strong>Palmer Greene, MD</strong><br /> Neurocritical Care Fellow</figcaption> </figure> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/ori_lieberman_headshot.jpg" width="300" /> <figcaption><strong>Ori Lieberman, MD, PhD </strong>(Neuroscience)<br /> Neurology Resident</figcaption> </figure> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <p> </p> </div> </div> <p> </p> <h2><strong>Graduate (UCSF)</strong></h2> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/gerardo.jpg" width="300" /> <figcaption><strong>Gerardo Velasquez, BA </strong>(Neuroscience)<br /> MD Candidate</figcaption> </figure> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/Houston_Parker_Headshot.jpg" width="300" /> <figcaption><strong>Parker Houston, BSc </strong>(Biochemistry)<br /> MD Candidate</figcaption> </figure> <p> </p> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <p> </p> </div> </div> <p> </p> <h2><strong>Graduate (UC Berkeley and U Washington)</strong></h2> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <figure class="image"><img alt="" height="300" 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" width="300" /> <figcaption><strong>Bo-Yen (Danny) Chang, BSc</strong><br /> Master Candidate (Engineering, Berkeley)</figcaption> </figure> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <figure class="image" style="float:left"><img alt="" height="300" src="/sites/g/files/tkssra6046/f/wysiwyg/florian_headshot.jpg" width="300" /> <figcaption><strong>Florian Kristof, BSc</strong><br /> Master Candidate (Engineering, Berkeley)</figcaption> </figure> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <figure class="image"><img alt="" height="300" 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9bBBsBheurTpSGwnyEthPqt5fq9+MKlNJQJdSh6hUBsRZkLyZFctYKa19EF6e+guIz5k1dlii9vPIq/utbAqS/GaFetvNOFW7II67UQbjCRIoMZ3spJeMnZlpeKACdDmcMSAQKsyhWw24yKYZmRBoq2JUBjmLCVDefRbGwRkhULuIKu8uJM+WIjNMRR3S7l+5/l0p2pfG8ynRDGUl78TqlYp9nNNbd0l9QxtZ+zCWF+zTXdv/xRvgyPFAVG/mIBTGEq2Vgfys/Jk1zWT73gyFQIRiX1ngk+hj7IpMKL8uCmSY/MgFncuqmoyOm9dGUQeaeMUgGYQUfUb90sG3p+9cM0Gq55MYzwR41hTPVaovgxwX/4ChLzKSFgKJWNmJmRrd5X3PyVwRUuU/zPJ2ULr7mutlJI4lBmlrecNGlUKJOXccGiVChioVIILJTAY5I4zfffqQFhEs/4TUXvDEnBVA1TTgYshCgcfVucw8qJs87ZmBnhaygCkd4rEUrh/b00EsUXXIJbtlAFb6iNVpOvMM1O/UND1HqW3misaxC1NplOI4/l8Zg68SFDD08iNs2kBnHbMvFXjJS8os+507briUzhwu41a7kyBo4Yg5fQHanggXk5Di4SgOuouHzPIKCkacZ5CWHZIPCiWqdshiOSYhokDN66GEwG5QqudCQ1SomGw7ukk5Cy8sPH/Ex3kW/9BBfWr+gQXpLGvf1Fm89smbCssATkCCBprMFWYdJs4VVliFjFjtC0QpmiuZOgzJXxma5QKdUVSWaAtR+PQSlDepaCEJaGo9AUkpUvQVaqMpUPFa/A/bYe8qOYNXhtW1zVesMya8Er5FBX+cunhKaHHS3TlZI7Z4CycGsSZG0s8TK0sen0po2XoYB3nEwm7fLqEpilNiNk0NA2Nzfb2vo6HmzU1tbWoVsKk48aeHiGOesCX5bhK/UalJmqpnLFl/fhITWzrDhK6uUAqrw4ReXAgpJcvGvcmc2XsIIyXQFlAAKuQAMPP2HNLO3h7q5SIwPzzOFLdGmw3Ft2cAx301qpl5keTH2kgpSKcuCgukSVYAu3O1KBxYTfEvDLCUqsJ5V739DCJHhMm89RFrHQWAVCOFhSVqHIsgdejTRzVXItTUkHZYNnGTghvU63ileqMsYEXAUPEOGljNC0jD4VhrgjCM6OFi2Tb2DtXqBbQsKr4LEvL6/a27dv2+GbN+3y/ByvNW3rG5ttZX2t7e3vtf39++1qcpkyl5fn7er6uk2urmKEG9vb7ebmpm1ieOsbG5HVGE+4sjJO95n6hTaMoctSqKx3GcTAyIiMusEobw/qVHXhrCHQGKxXDDY1EpC6gMOGkJ3S1h3ccRyCClctJ7CiBSTXOUXWwPd0RSuuyDjyVa7SkFJYSkNPWb5KU+oiKMEdi+7pvRtVyFV7kQQN3xiMBkf8k9IDshheVyZQCmyoDIBltKbd0dRwgQsHQngtFRQNThkaDGYwurQ4cIygP8e7xCQUhMaiAOQrh0bJlhruq2LFPQirwpyxpzselQFI+LJ2es2q9wj3Pbm+ak+//aL95ssv2+nJUZtgSPObCV3jUltd3wTPSlvf3miPHj1pewf32wWG+ObV63Z2CuzkCrbKw66srbRVPNr27n67//Bxe/jwEdc7GUTYBScOsv7I5O7aqRM0qBwiqTAqn16oDz8cqVfJvqckq66Vs5LiQE4xInWVsIbUEraUgaFEjFDgfsgPlxpw9OG9SIAzIzrs9KNk0yQWnjllnZgzSdmaJDLuvBdONFiSxuJIzEw141lTcMadP4yzjIHS5JmdgJarYk940sM8jAomMi5GCDdTYuTrmcSjUsSfA2S3eD8tYsnNekkvGOt1i9Dcqp0Yiu63JDiUlTcFbOsp3pRN5YLDuAqeQhM8tkh5D88gr/pJeqmdn521//GX/7n98m9/1i4vLtoVXWM8B/BjGuL65hpGT3CPh3r61Vft4ZOPrGQ7OTxqp8eHgZnTvaqoDC7oQpdXVtsyRqqx/Z2/9/fbhx9/Qre6llF2Gmg4KcWnkVlhOLyTdWoCt9YJGaSeqYA15KNYhvoIQ42CQhw9p1q8ZQMATOWouYREorE1crawuqsb7/0vexBeWoFLRr9PGtdm0lhSPID5ItEzH+kj5/7Aiy1BbwFBlKqbTuWAUYDF5PAtSglYRmReF/IyJq8xgK5cjVC8YUTCAa1KU5Ce2tYuvMbYDfFOuABz7ahT6rrv4BVHjKy8pl5hoOc5k6Z4vCUHAgNJ+QAsPJqYIrft5fNn7b/+pz9rv/zZ/yT+sjucpmUqaLkZY2BTDM0aTKaTdsPn5ctXbXNrp50fHyd9Gb7Fq+EaqxnvOWBYkPbs66/a6xfftX/4T/5p+/5v/7htbW1pFqnzGNgYmp4ZWjKVYFvlCMOpvH2XF/mVY6U0koJPJYEvDEBENqKotPoW3NJSKZ3VHTKkrLV1iW0xjNCRORZSBigCcInOgU267+hVZGUfXIUDMUkh7JXCgLe+8WyCeWg8MtrngCQ0uCVybTk55DBNQKKhZQKfai0VsAqpAUHE7qoro1RWQkxZwaTjiQSh65BZhQkODS1Ckp8AFn0NnY9l3l8bHaFAeRhEYNkIJ/UpOqkmscirV6/an/7Rv2q//puftZtZGYjdpt7MxmTrv7mZEaOdhB/3Z00m03Z0fAqN121thS5zlX1anMdjPBl0Z+IBt6sKenMb7ec//3l7+exZ+90//Aft9/7+P0hXvLGxTj68Rqk2fOprlYyRuiRiAlZaOcCP9ajVB+ukQ0BeQyOKpBWNNR/k2MU5nCwz5AEScfazekrJ4d6pjRhUaUXYyA0epB22pBVSpsknN9a5MFuif6wbctUENSONsJBzA1AUpkItGISeqnC1PlujfxK2FQRfgWsEKVujSVtn5yrCLcaLQTHG8oOraFU3bQbCsauUSq9kmAFfnBnpHqkoZwUmrTGGmlpxnTpR0dwHvQpbtMPDt+3PfvpH7W/+6q+gIS+trfHMabwTdKWtoal6rKedn1+GznzGxusbGyR5DATmS2ttFVu4vJqGrvTijeDXQ+NdAa9d9X/86R/jQf+m/fjv/l77ye/+fnv0wZO2Q2wnvx5QqhpBu4ym0gZDswErm3ehA3L2XlrWwfIdSe5Itl51lAl3iYHDOt9lWjLlpbiUB4MsBXTvZoderHMUPkGRYzhLrHgDSkb4F2towXse5TNYDmEYD4GUFrhaQliSMZAXssFzwBjCDM8dudTrXlRyY74jUydEUbmeKgiDTqAwbp7l4g16GQEdIKR7TSsDvMOLYqhk8JFgBU1314gmKvfROa1tQfkoCsPQ0P783/20/fV/+0tGmyiQrrwMjW5NrwQGd3DMMEo92ZSu0+ca3JXinFp1MECBXA92PZskz2kiR55OrdgYZBD0eM1ZWx2P2ub6RjsO7X/XvvjVZ+33//AP209+7/fbB0+etFVivJJVNVx5KJ9Ccj9MU/mlSGiDP/oYBApcSkUWSkppwIgnGIo2ELJXytrPIMNITrh4WiANq3r3HuNLmZQMTp2tR/VAYvZGBBpXvyxuqjGQlUf5ig0YkPlw0DGFS9kNmxFuFB8kslctUojQ4mu40nvEPlSIxqyQ9IDhEsrQscvomIEFH8kJ6qVLhka6nKUg7+EJ43+/NXqdrmSQWPgCVFjSNDrLDIewz55+2/7yz/9D+6u/+PPEVmO8zgrdoLUxzsrkrUZuefA40p3q4TAYJ23H+LqNVQyKrnbRcY8wpDWXuuBH/l2+WnYujzq7vd0u+nJyTTd7g9GN2yaj1cM3r9u//6N/3b767JftD/63f9R++Ns/aQcP7gPjQAm2+Ru0oDAiNs5D71P1Bi6GpoRL8tbaGhsvIrUcgeVKUE0tcvM+clPuych9dFWo7spL30Pc9aftqqABX+V5J/WIJUXuOEjpegaBjE7X8kEKujumwqUEBwRWRAa9j+uQKgLhPhURlPwwJywZjg6HPEr1Q8AUSnxUFdEfDWKu2KkkTZqeJVjfsSIiPYzUYtyg0zthDuRwYzrzfHYDX37x6/Znf/xv2he//EXoOhemYeh59FyZo7KcVcPwarCAkVkXDMfngjYxtH2mQKbkn08wQrsvnRH3Gp8NqhqkXSijUmLIlRW62tV1uuKzdnHNdMp01ozZlonzvv7yq/bq+Yv2Wz/5vP2j//2ftk8+/UFbcbpJkfYapBqpIwm58VTSupN/qmqj7hDKPBgsU/rxajiiC26koXxVw7sSIrPOLq1ZucIZihToKku6aTF0isTTByGpwpGX3qanZTRahMNtAMSiwAah2QLKdEAgFo5ijsphA7XeCERXuuXGGFc8V5okeZxj9eSJja+OX8MqnNpYDA08Q/N4Z6BVreaD1DEk8AjGJ2exyJv/KNnD1rdgdcSn/H75879t/+Xf/0l7+vWXMYLVtdV0cRlhEoM5GHBw4chy1j1ZRpQUth76m1Xy93fX297mRnt7epH7OWnGdTOMVd5nTOXMFgwW6BZB2VbwcLcIye51e2cXgztv18zpzReXGNxaW6drnUL/r//7f2fu7qT9H//i/2wff/pDeMFo/aMuSicSuvtSZtbXhhWhBTZTaqWYkq3wujOF7eG1tx4kib88pDdop8OXHpFhDBcYK5Jy4hkQUJrL6LIj7KRzl0zJdHBxYBHmmWKXQdHO0GD5mZawkJgEsxVwqsMEPiTYWerByhDMJd0sk/wa3A7Xg1EULJWBtmmpPMLLOQYlHg7y9ExL7G/L/FgELFGoYhwhJDEOyVUcCVaMxHjs66++bP/xT/5te0UXuoKXW0GRk3RtTHO4yiHFdF9lNDMEoxLFOIZvvdXayqhtb662/R1XCZxIth4to08bxhi3p/dWDsadN0yhzGbjNlvR0Ijher02XVkAs5PIi0tiPfhYi5dbw+N+hngX7R//s3/evv+jH8er+KIcDS4NVxzWN3UubxRZWm+YGTG6rflMJAvf8qg8BvnoeTzS8MFBNgeViOzfXdfg0ORujIIIaYXFKLyX/dBmon/hzIgNVdkCM79PfRRLKk1E+Y9yvS+kFuQulS2EFrbNKTgrJUC1QS9teUJISry2Pj4oNLS41svJkzDxol56hCAZwQGMeMB9VzmNgr1uaA9gcoWTPoeCHoUPBUlLwgBeOI/2Z3/ajl6/xouspZxdn+ua82409oMuqzWCf7jJwEDjsBEQjrUNvNPW+rg92N0gyF9rb66nGOyoTYn+80B0V6LdrJ4snNktk+5UiNzZjcqyS3grIgWP3bRerS1N4JWYj3nBL379RQxzDaP89Ps/slZWreovIuuKMO6MzEaocOTBLPITwnA2PV1bF1EZgjITPv/hTfkrRz8amjk5ha73IJYNLz0kxbX+o/QzJAJCwUoDKFcBwvgxtjBAcqwz+/81LLHxGZAHl0zasixsXNLhQJhrkvW2SF9sfLyReE6UReh5zVQZQrnqypRUGWOH7Ti9C80kQ08CHR/iKLqkya8GX14IOGCMxV6/etH+A0H4b371S2Inu7OlBPszjMQ4za5PYBxd+FRICnt9daXN7B4xDPfk2Q37VLiGtsa8ml6uLcbtekqdsKCZFcCoNGJ5WXWlAG9m3sTC8CqtsK/UkeOKnrCtxOBGxHtztjct4xll5Jvf/Kb9+Z/+27b2L9cwuB9gfKyykL5kLFfooBPpBHcaO9YQ0QAnkHwoI2nHUpKZnMiNxMjMc+lUyCpXDgICodXl7i0VEH0+yK1YsAx5fvhL78ZNbCiORj44sMwY23CjNIKgM+YphZIokfI0yYZiQcuAAuTOXRKUMTA2LZsbJcRR8VpHxH1aUpgJlcCIw5oEf65llD/QaxQaUQSTW9JJiKFbmnIGs7WHbtTeMNr7z3/60/b8669jBCN2ajiqvOmBvwbnWqJGcD11b9vQdWK0K8sYw2p4dDXgmlZ9NRm1SwP7zXVGky47LZE2a1OMZtYHCk6NWNMsVeG9lsGzRrymwVnzokH8B5+LOabmbmQs3SmWVc5ZB6ay89moffnrzzHsn7bt//v/aQf37pE3eB3lrNcNxtADMQbp3B8C6h7qFsPVnD30+ILbwLtYuUWe3BhymBZQYYQVO7bgaNosAQLj2ZLqyDwzC6CuJSdvZqibvl4a3KDN01XiC4GUjt4qSea7dcpNjMoWhEDKDMgOjOAyYeuSCOWAWYKwrSoeHrgwwbso5KxwiV9uhffS0t729CR3Qw5FrS6UgKOcNBDqaJnFestEUEvt4uy0/U/WOl9+8zWe4yZe5gaaegDvr9mZMZky2tT4uNYjhY+cUCpkNoiV1hhEOJq0HjcY5/U1no4qOa2xAM86i+4a5vhq0o4v2P2BMS4W14nRDPBd2kmMiDyMA8cMGq5Zd525wC9eqK7iAa+Yy9MgV6McZUhDpVH8+uc/a7sHO+2f/Yv/C1ob4EZ2qXeXD9f1pyGWJ3a6RvnluYjooURLQYqqg4rNc68U42DUZulBo7VEjNCryFRo5IciE/4gR/FzAynlXvmJ98lLeZNz7ZmP9ZfZKGkQeMjGZFJIkcCjWIETadwMqdwPScEmiHlWSNChJQJkpe8IyzD3KdwFQ56MDfFC6AAilOnGRY4Uy4hJ77ju8AApaxrT9eVl++yzz9t3X36WvWYzhCWcRmJgf41izy6v2xXGNsfQbL0rdJs2COeB3AGi11rDY63hnVb1chgOGPCK83bGSoLLWasof6rHQuhbG6w2EO/dsPv3mlhwcbJoOxDUuOhtideIFSlvHLiCAV+csXWJXb8reDi79jF0JsRuM6+p9NQ5vXTji/ZX/+2/stLwERPA/xDJW0snusFtgBidDB6t5GRF0h2jT5fNat5SfZBvcT6RazApd2Usb77JAH6E8QBYHepD/RePI3XECAwS7YDahvj83CGHP6UuiCyWc8LYAmIJlYLgkwGUQBULSLTw1Ak4GNGuomzKJT/fJhZZtRtXa1HiNdcBK4dvCodXW0osWUMDMAByWPSkLG7xWJG0lCIGGahLi4LisrsjcGonb4/bt59/3k5Pz9s5gbwrA4nRMKyzi6t2en6V7pBmikLHUZqTtQbthmJ2Z3q0daYqFI779owF5R7H0y7ZvyZT2BaeDq+JgjYw1uW9rfB3cUVciBc8Oz1r21sbid9uNWAGIXbXTiJrSDM8Y0I06ubOlnSjVORGQ0IuE+bjNrbW2/XFpP2/f/EX7eGjR6w0fFgycIVE+VL/eDSVy0e5+txtjEzu1U1enlKNkeqkQUf2fCVujr6QZWTsWXlqUp6pZGkA/F5Lo3BpG1AL7xmECGkxz/1rUKcWIpmK2RBGuVihJMgtyERiHSq1MycTGkk/J1PYAFl5mal7GTK97rnujMpM4LivP40PQgrHNA1TlixNmg0gy1whVhh7blIclNjSXFb67ul37fDtUTtHSY4Mb/AYCv/y6oK0q3bOGuYQI+l5Vl1eAqVzaGsOApi03VjHc+E41jA8OA0N10Nt3bfEWuUJ8EzAxwPi/TZXRxjdXjtm/u347DqGfnV1HflpCBvbuwyi2d3LzhJ38jqVMcX43OM2xujxV1QJ3Bj+jA2betdrGss60yLfffMNa6p/3faJ3bL7VxFwpIEB761Gt+Tio4JLw8M0MJCxuo2ccwISbUSpXfbBpc7wWne6Jo9qizMjfA0RpcXAoZZplWjHch6cKYwKqgeynJ7xjg4g4I5ni+LEHsKUKAyigCA35Kl4szNsDohTmSjD7FTGQkEAjAByzj1xnF4hXo70aoFkKyTKBW+KFv5SbjfX4DHTkawG5zSLTIjabqFatM9E2M2+fPaCLT3ftLMzt2rz3ADeTFiVN53M2ykGOKPbc1/Z9tYmCiXeAo+GpXfaZR7tgZO2G+zm0JDAuRpB0z1PbuIR6TkJ2iKZGOoWXtDlKw3wmpjtaHurPXt70l4fn7cT4zjjMUe+lNvc2GoT9stNVAKebkadnHS2K7eLGiEr+dPoFHumTTBK6/n5r37efvfv/UF78sn3qQsP5gCfuM+WUuKIWJyI1rhMHnQViNz3NDWizvgYB8YwLEN9FZya4Db4QBZZSiMDhuiEG/hbQg6Fo3RtGcDL8ExSVvkikQrl/WwiN/gbYiZ7NsuFsIVlgHzZyCGALZFD5WtMyYWa8YS50sm7v8J878PJKQOzJBCdmUxBUCgPjJjVD0ezNbo0ligvm8qlbAoPoOm2vv3qq3Z8fJIJW72XC+JOX9zcLNrJ+XViri08xRaGZrxk97hFkK+RHexstnvb6+3R/kY7YLNkDA3hr+O1NGZjMgcUlxjPJYY3RwbGbptYqovst2w0mNB9bm8w8YwcbGsuf50zeHDP3iVebonBgLHWxSWrD+7+xaO56XLODpIRxu7+tggU452z+5fK4/2meNr19urFq/YZBvf4o4+ZL1wvJUuEw9248/kUgauJpPClrLtnquZOinoEgo9dm0G7cPknzWU5r2Ow3SAjZeGB1YA1uGoQloc+9zFqozTLv68W0ZkmFXjJrg+Jl7kkueygAy7s8wXmo+vP2h8E7CLjwVLSfF2nrpQKITQfejCGCnEYqJEUiqOsf6ZXTGjZ+pN35S0/EKMexWjct4L0tjeKBS5mdsMTT9CbMhv/HVMcR6+PMx2RtU7Lyxt0LpmauMBIVlC6PnpOd7vGnNk2gfsOk7UHW6vt0U55tXtbPGtArLXp9m4Mw3XKYelpEu92k+66hE+cJ0748lE/l6qM9eRJo3QA4RzcFXNwKuma5xvWN7cZMKymO3Vjpk3zxh0xc7woxjVewXD0eEoJebjCkHeIUPVf/PXP2o9/8nvtycefYvx6xKF3QOeUta42Li/snhVyROkVwlXx3uspMwoF3rSEB5QZ9Ad45KyuoFC3ZQahYV2sM8UpYzZ0SDOz8Bbdooeh0ujc0k+wUBlgt0gKdPwgASlYQcF1d81hNlxGmXdDZMtD2Mrwz0dFwwBM2MU4s2/qXWPyFu84xGPemSQt4y+NWt6qmMyKteNFFea5DGSX8vLZ0/bi26c1hYD3sWUqEAurqDOUrAEoL73RLrtlV8G3Q2x2sLXSHmBgfu4RkO/h1fR2drU+rDJmiUyjsPVmYR1vOcVYwhgM1xSGEl/Hg/Lk1bg86Ae7mxgfNUQGt+cX7Pali3TVYmWDsqTRcOc3Kp+VCBrN6hijoqUxPUAvgzHA5w3pDmKm4HWi2A2YX/7qF+3+g4cZaCjjeA5wl+40XeQUmZfWyssqR2XaZcjJN48jQoyGG/4NDzSUwiSAxmfvpd7VpUnUEzkkZoeGMR0uvQxOXKQpb405c6DajmUwWedg3YpBQiiBV++hSiBJUriREw8LhS8ryL1fAUo1A2LZdLfBJ4zezfxwEnjbbKokrDFf5fLtXwkouEVP5dNizJMfD2nnpGtnOgIvdUrXeUV3pXtX4WGdluQeOqcrjKX0RM78G2OtgWMPQ3uMN3u4t9ke7O207XXS6Q6dcNXAVlZqV8ZovNZu8XALPQyiWd3Ck3Ed4y1BwBKGA+0lDAaX0rbpth/ukwafV3jDiwk7S1htENxBgd27lp+lKwyZLPBTHnFMkbNdrT54pmLh26kQR7FzuvLPWA35nd9nD9yH30vIIh9wE/mkp4j+6FPwcEo4io/Q3r8uIxO+BhnqDVrKVjVjJMpW3eWgToOeJKR65zfQ9H3fGBjQZBtCkcE5z55wGRzcZ/s7hgsWai0CCpQei0ieSZC6rYyC0IcZWyQegiIx0HBSpbwURpcZJmU+QuBMWk02WikLW763oV5cxlJhjRoC4tf8cnjio8FYsXQfKMQhioH72zev2pWP1eE5XCEoT4TAwXmFoU3pcpap4yZdpqPG/c3l9mh7tT3B0PZ3t9oWMdI6hraFQrc2tzLiW8bYRqsbbXljty05TwaOMUZmd7XMpOxtjEPvW/JbZhAym7qb45YJWOLCzWm7By/SP+dzNWNkikz0bm4nj9fHKziIscuzq91m0b5G48pS5ZeBjBauOCB3lty+e/q0fcty1sH9x5RT23rc3pWzHDiDTwTVBxwagKZY8iv5IlVkqU5iHJEpECYKFgfBhUkaUrrqfo1q0h0bo2pfAGnMtXqRwqKA9xqw+XSctiN9t5w6hxikEo/LA7C6MXMEM59rhCpybXM4YkwKRYwcfkvcY6wStPikKjTLe3T4VC7UBzKBzN4zr4LSs4GpxmdZa1hYNLwJXejJ8dt2evQm8ZDBtO57zEZGDUyFOhrUaxjob6+N24f7m8Rn6+3JPZ4BZUBg+nqmOxhVEng7o2/XJR/LTNyubu5QmfXUx02STuIavPs8aSmmvIMrGXm3CQbglMomuJxEfrC73U7xuqcXl8SKVh+DwPiMAydzuneMwRG/Xlme3bFrOUeGNiqHVgbuNsYV+LxgnvCrzz9rP/it32k7PFKoUeJLgLIhKh61pEOwIXBGBukMSa/pEefo7CJptBTIA0fIdmjsgOWoXsoyqgLc6DWGAyxow58PZmfCPQ2OYt0OsjeQegln/C6uZQJQQwQthFT+u1UnLST5ArA8jN/8gcE/C4hM/FZ2OBLUU5Hq7ws2T8EDnCd3BIyArITlqYjOQfoYSlq06cLxFaFkGQc4gKQnbruJCV3SWxbbT494dpNRXUagSMeYIkE1+KZ6I3BrVB/sb/PZbE84HxCjOafmPrNNRqirTsz2ILtkJi9GGSiddPoCzuzcGPvUFjEI8RRoUTJCRegJ8qm3DDqq1rulW8cjPSZ+O2Iq5PL6omIwvNsmz5JeMSrtTdjaYmR0NXTF4vXjXFuZkF0uyqLe5nz39bft6O2bDDZ8vsFYUkP3yCQ5jUUesyOF6Qm4j4qDK7opPmNYfilsCXpUIuXLuBL/YjA6I2urLNSD8k3oYFn4TI/Vua0XD6kH8szHw3mkOjGJJPplfm64KkZyjxDjMjkXYeAAi1cTqZ9+krAY8vAwMVNhvQMhpygIH4vlPsVjkDAG4hi15LslKnZduM+Z+v42cVyy7PPi6bc8TMIDxWEZwSIYYxFb+g3PBjgy9YGSLbzaAVMc9/FmjkA3ML41Phlx0o1VsBu0RZ+WLE95rtU1SevhqBF+rJ86cUokdcUIbu2+KGOzUxka7jpe0lHtDsb8wb2dtkMX3uiC85IavJerCjZwexINxoYhv0rDOthwy34NuvGg5DvA8RmKY4yN7NCq5zRC+D3FV568cFXyBbNTU+V57HWqx7BHEy6jTPhwyc4ycQTS4K56L688NERH2NSTRqoXTljUvR9kKKNnLjmZp4NwdA1gIRNhFaq0ZIDYc4h5ORSgnMRk0jJmVHlZ4Z50NyT6JLnpCstDwRYzCqD+qglIxpGNjInL7oOAHINIOa5DJ6qobuXt6xft7YuX2Vlr9TQ0aTnbb6uz9dkl6SF2N1fizbbwZCsIQdyAx9jM5z8jZj2r9YqgrBdGtmAQspQzc18ag28zSp28FkZjpOsz/lGolBOPeB10bDH4uI93++TBbtvifpmyjqI1yNQ1srKWDArgXTnU8psGZ8Mtnqq3YLKaJbMX330DDHTlg3rGaMHDbQ75KjlyS90ALGmbD59WLfnUy0MQm2j0GPkDH76M7fRiDrLKm8Wj0eAGLyfKoAWvMaJMpLlLpzOkp1XG2kUREyiZFh2s3oL6FREOaDv/pKV2KSceDSwYQ30IMFPKr1ARxmt9j4m5Cd3QFpfpnDEpznyEJclJ0HoABoGjrDcvnrfz0xMEIVwJRzh9UubarCx5Rj56s3UiVLtTl5jc/Jh5LbsZpGBcVI2nFDy0Sl9BkbXgIIYOXs4mkgMFxKOhsPyulLBk6N1sIq63GgO6D24X7/Yh3u3j+9sMRJAtHg75WzPkQQn41mvNWQ7Tg8VY4UmPN3h3ZaXC+Wca5Dlx6gVUCiZClUcwDjItXSCDrvT0DBbu7EeoXKuPkr1naCAzdVCGDjrRphC0kFuMTL5IzzwgOK1DxYkiFGedxSuct/QeCDndAnc5ytuYKYQqr+9CMCDhrvfJQIAj3YmILUE5GfXIgCHEdKl0GcDGe2bURCsAtoyy3C7ZYAbWDp//dIkIi/8oIHShc4GRvXr+HbGaUXfR0ejsTvUAN8ZwKE1J0YO2TSZLXVayW9vE07humlGt9VAB4leQ0Ix3w1CUQQJ40r1OsEu9Mh3DvXrV42EhuRFGw3X3CMXTfdtNuxS2zfMGB9t6t732cGetyklX+tRHeaXufBnrRUbxkECgH4N6lWbYobKN2c5OeCIfWsrcJTnr4X3+5APaGdx1TzvnHBQaRupkJZSXuOXFj/QKRwwwPCIT6y04X7EXldOPQPfbsiUNET7v7KoMGJaCIUgUooLOwamMqN+TKKMeQxmgw0SNZDUyMgXiMxhdGEfwJZQgzXWzK+L3O3MuKZJuhVQmrTsYEBY+IuuiIBcsxsfF6ZGj0LeBzxSBBomRmZ+5Ns66f+uTJ6KYrN1F4Wso3hGfA4IIQ/dijVQiV9WFRnyRTC2XybcNCFh4sC562aob/JpG2Uz62l1gDOL2Y7zocpZd6S7Gdo+plifsUdtcpT4YaTyXypYHvCzgeGVHpxVSQIoc8oFR4a6huuXJh55f0tg0EtNtFDKRBhR2SRMnCJSpPDlwQbhiox7AD69aCDxfwOsclHOVq/Koo+NWB8pZo5Qf5WB9kQEpEU7OXgon35KUPvIWQIYFFqmKLivuTAZQa+lw1l5cMpwzcOHOu2IuBtPJy4gCHZjXHRrLLWUnLLHJ9DwGR2qEMszrKBSZJTGVEre3Hj5M8vrli7zSCijkZuxkrIN4oaVHC5cUcH5NI7Mbc2VgNVMTrkMyimNgoDEpNGof3DESpjEyCFI5CGngRR4N7sMGfGnkXuuEo0y9JR95sL7pCqm/k5pretV1BgsY/UNGxD7PoEcURr7jCSjnoUHVOzVArLbMN0M2uVY/xqIOjmbM03k/5nHB6M15enUIDg/rIT8US3kb1bujcIVXGwn1to516DzAA++my4A85kIQ8oI0xln8JzdwZnWawVc4axVJ7EFUuLyVaOHMd7+vQhKSVgh7gpPBI74rM1A1vyruVXWLGLdPSjF/ZUB9q4cDR3m1qrQ7XDXSQdiWtfJORJ6xE/fV86cM7NzCgwdI8GqFwU+rM47QAnxVAg4EQ2N/Gp7MdU4f4XMz4wrzYJnJRyk5YyRzunln7enFYtjS0mzdoaK6EyTHI7D0RBiQJ7MwGJWLBDJpK58KTl2bjqb4Z0IThbk64Q7gPTYCPNzZSixp/ZRJCnFSrm5gcBonnsEc8XT9lPyqrm94mMe3KMVQaTR6Mufs0rjxkvWn4Zf8yRUi/MTT2DAoV3InfbguJsJXYjhoF3nqiUyG2C/GR4bOxvzQg1f5DQrIDo5LWEyWisCmlfCqjl5rU8TihyOVzpX3Q4vUpXKgJLCQarpeBggoZgTVEaeyVHyYQsnEKbP0aI1/J0nrFQTyI2zxplvnPi2PHNZ2Dl8+5/Mi6Y5+9GSLvKKVfJSUGAwcN8QxzjbsYGx2PSRlM+Uaz2q6QK5ANKYbBKhQnIln6hQwBhC6fyeJG5OxjEDjrWzh4LmZMNWyIFakHMSJBFjzZM7P5bFMzagQ5ZDGgrfQQVLvFemDd2/7lqmQ3fbl69P2dgK/Qnft6JFm4E7ZyLUUxiYl+O9wEfcS+/Zet5Ojw/bg8RPoKid1gBYIXAufSodojsrz0rwYBD9rrs4UdfTW+db4okuKii89H7IajFYcMTTTgtDagl95cIgfVgDyjCbBpyigZmWFUHZe+UlRk0JI46ngnhJkByxw3CgkTu7qsAHSPERJkkyKy7p4pixnYcpoK3803qBlaJwWMtDGsyC4Ed1sYgLcMW28KgC+OXNnxzzMcnVB98sRQ1NIeAOFHDrAUT8OnsnE2jboPhO4MxK9wDCfvTpqF8zi4/gybeKyj0tI2zzMsrdHd8dUNybMZC31xoNpiNGJ83HwlcZBgvW7pTvT0DJ3ZneeOssz1GFHo6azDFva6hgF0Lza4/v7eLcjjO2sS7vknxhRGVqehqPilpnUdsCkLu2SNRtjxktWJl7h3T79rR8z4PE9wfDjd9dpDE4vA329T23lUkkeffCgdmyg1kUdpHzpLwYZrOIQr/g5OHuh6uUpdILWdGHKW3JHqfqy5xu7F95XsldyWWgsM4W8LwYsI4FURyr9fkiTUf1aDMtsKYGjcCFrWlglK0CzOg6afYb2GFooUSbuvOO3ZWihKvz6+pJR2Ot2dMiEJpqbzy5QMl2OZaUHhQwO8HZ2pTZqpzt8bM78r44u29vnl+300vVSZv2xNndUaOIqOdMTD++1Dx/daw9YZdgypsOIPZbh1zVXDVMvZ2WcHM3DyC7+22AEhC+7wKl54JefazxkNnLCV5bDaEDL7OLYYQ/d7cvTyCpllTkXw3s6Zizo5w1Hyk565Ck2u1e3qHvjiPyGFQmdQU1LaNj2KALbuCnAv/L2+u79JLZG7jVQP6WUMjqgLRKn4YVazSFzgfVbnkovQkhGkh5VOhi4AZIM60RdDIDNeA+p1y4RITQ459p8zYi/jrCKkI4yhmUmGauWPaAsvGKWkZThLB4Nwap63AWwAtkS7XeAqcOW5978aR4qdhR2fnqa7lmBGleFTRDa3anczJKTrn9Zi9cat28Oz9uz4zcQM/gvA9Kz3RIbuutitmBL+ZuT9suvn7EFaaM9wfN88nC3ffr4Hg8pj9uW83NuO8raqV5Eg2KBnQdsLtjC5LrpnDj0BV73iPXLcwzgkm3dLqPNcXH2Gs7rOe2iF3YbwXW6PnmJ4ALjWmYJC08kFSunwiIP5a9cFF6p1BcNnrI+/OADdh7j7ZRVPI0lMDDLG+RH1ChAXVr9hDfBKfqStQ1bjTjYcq23Dml5VTzGODFUHYt8hJZZ0JWe98kBZ/RdUHh5Gs5dSiogmIeF3hlZ0bFyphdEgUnFNBnCQw18BRLipFcpoMkb3LTTGQbBZXFmVH7W80hGZsFQo0SuNSQ8xZTY6OKMnbisMfq8gdgjKHhwUdh9YTP3X8OIQrbrdG7NddRnh6d0kzvto0f77PTYROlskGSHx8rmXrvC2F4dHrdnrEa84YGZs7OL9punL9sL7l++ud8+efyQxXvep3tAI0g9GRzAsp42k8vHZ+2ShLc8e/DNi8N2eHLKFnLm+RSIozKE5pNcKzRg2MGwlQ3pemXK+UvWadg2apQyGEt5HbpOk/Gmhhe36UYdxNA5g89t5r5oWgNN+EEXrLevgwZnlxx5VBytZNVDYimbIx7ZmCrxmLoFdsaUSIVO3fsVWzFAdWF5QYUto6Uu0SGCRD7x/OhEWnWYaQgBlEaUw5PpORdTiAZmtEkQmln/IBfQj4ctiK4MBec1ApSHn8rpqDUsqhSmai3P5Sjds1gNIAHs96YmHXzpHhIH0k0T8NuKJzy84sKzC9fStDvLi/kcKEgXWno9nx9w8pbs9sMPH7UndI/7bJB03s1J19Eyu0GI2Jd5G/hHBx+279/baq9Zd3xzROB+ctHeYESHJ+yuXbsAz6jt7s4ZOEAAVn1i6wrPdY1RHfNo4LPjq/aKctcsJRlj7W+OmVfbxsC32a3hAzRsCiDvlI2UPrd6jEG/POVZCQwx3Rt43SkTiSoKG7GyUZDUx4x4LeolfQ3LZS+f2DrhSa4M8KioahmmPZSiniwL8l5TLocGw4BMrx5PRIZ0lFlo8h1QcIUw+YPzMZxZsA3dhqK+EudT1jrYICxS3lUDBB/0xaWWaTQyz62WGOSdgNcQNzkVMbsLYChe9RYNKPwLUwCSMrSYMspOogBjWAozyCVn5TU4cGh0oUey9ue1o1c9l0tTjkInbNfRyCIgKm1sNKOr0pMkVtFooaVn8+mpe0yi7vDmoVuMdXrN6sPJtB2fnFGG0aHbivByLj6rJAcTn9znOQSeBX2wvUJ85zt2fSdHbftWVtlOdMvoE6Gf8bSWDyhf4233N5m8vXfQdpi83dvdbY/u32t7xGXLeI8btiVd8xyCxnnB+QWG+T9+/ZTu/RR81Jz60F7ho2QZz6IkoVdytjvkGpn4VNeNy1rIxYnh47cvWWu9alvbbIcyDZhBR4YUYEWuDjjoHhGMu2YdaGUdF4ODrAUoq6z7JeUUI1IkWc2YLwjlPfNnmh91lLsAmeeFhka+tuU9MDh1S0rOHLFz77dATugF+YCaPNLzmoWAhRtQAYti82ZvroUWzuTcUXsN1cMSiQegqTe0bB50gTZVDfnM1IuFMpZaoGjntN7tyMWTIRU/BuMKwG0tMTT5QuB20z6et4FX8bkAn1dw3u0t3eWb4wt2vvIKBTzcnMECfWEeLLmii96k3CPWMA/29to9pky2eG3DhC26qkTvtMHTU8trW23OK+lved+aL6hxYf4B28v3mTtzy/kGhu3DyG5gO2QAcEN3O8fQ9eQq0/rw+HL7gHXSVzz654Kbo8vII1M0kSAScGTONQalR5nFSNgOT5ytzIytJnjXk9cvaUDHNBw2e4oHWdUzICU/dZPGqaz8gw9/8TBUIqvq+jJYVHXg1kgRadSoPC1pD1deUiEj5m4berUh7lbtHnVW7+LhA6/0j7o7rR+AfPMVgqRB0CPW2TOjUCH5L3uva5CkvC1SSv7pTjNtwL00kiY+/srsTOOQGc/hEFj+KobAmJhacAK14jGeYKILNf6Z24WiBFurhuZ6ogJy1JjyINzAyPIAMaLS+709YZBwhKGhlFd0e0eXN+307Krd44lzR6OXb8/YvbvWrl4e081dtocH+/GMbGdkZMoGSgwuDzOzGnF9odzmTMGcsaRxlV92Qf35DYWXL1/abJhA5gkqY0a7z2OmW3xmlAGGT3fphR1FjolxrtPoKKGHN+bhbEircGrUzO4R6mJvoPHVmi/51NHw4Yiu/4qHfhT9Lft4Sr7kBwREukNp8CkvpKjBN8gZQ9ZAo++ASpwjypEv3C1ldQfV9Rbd6BowHZN/emWPxJ8qNDSqp9IW8pCyHVgWzEEoTJ4VzQgKahijNiDdMspg8QYiVgxfZRL3dSEkpDkNFUtXSnaZlEbpn4Zo1yW8Jb0GF7d1DQRlrJDTDVNarop1a048GYaVrjPriF4raQqk4j5gzDts15yxZ7oCytfkv8SjvTjl1Qtvztvjjz9pnzzabb/+xa+yP8wYyKmO0e4HsMCT88x/LfNU/T5dIqjY1YGhEYtpbMu8kJCnCjCiy3Z4xPMPGL6bHlxv9w0AAEAASURBVA+P2Z7ONIe7cHn2vc3Oi68lJns3UITG5yj1lOdKV1m6OvdBnNS2NxCMYsF0hw1UL28qQo7BrRDw6PFtVDb4eH+MYI4OLs5PmRJ61T785PtpVIp0leUrnYSyrHm0oFK8Ys1HT+WRpT7kiY1z4xf1hYd073qzrKFiYDiFEZPnBaKOjeUVuddi1l4dQ3toF9qT9kMDwuOOb+m7LRFYlR02OGnN3nXOymUOCQrEdtyF5FmiAeaaMhKPV7MIn2Kcc0ehMIdAVtoZ0QJZZaVb3aJTM9Mpoz5a7gk/8+ODJzWd4G5dXbQVLNjUgQR5YXUqe8gO2Cx5j9eSEooxd8acIpOfbid6cI/JZF/M9/EHTFU4KTtvDw62249+9Cnv6sALHbFsxoTw1sEBo4EpdSFW0rMxRXLLrL+bCK4x/GuM3a3j13iYM1484xLc6Wytffbd6zbRUMA7Idbc29vNsw8PiOtUwip8Oir1sA7u0Mh2HXuASo58zXcwkglrDMszPgh4gFJuzO8xsHz39Jv2w9/5u22TQUl+Xyt7sB1pokcNRyIo3u93+NVgHRkAWkngdAJ6Io/INM5Nw6LZ9t4uxtT1JozwdzYiFdPApYVUL8U8W5GSCcmWocQDCZ8kkGj1erggIZFr4c3We3loXPGOdde/hQ1b791b6q4012UwYSrXGn73x4IC62tBNbZTYiqfpvIlfrV2iOdAEJlKgA0nQGPAKHODJ6kO2GHhAy3bGNWD/fV2n526zxhh3jr3xrZt9NY+/IMf0Mv4Xl1HgzQAngsYEUuNHu/nl17u84T8nOB/3WkLPJaNc36LwcEHFW7beL5dXovw+uUbdnYwEcxzAR88+qhN2i/bt988ZW32lsnbjfbB977HasSkff3dt3gHDJt3g9iFjkYYhIwgv/gzcKaRIlcVqAgME26AcZRr/Ca4dmEedhEZHTG/d8b2+O2dPeAwSozfdU+Ci+BO3KS3ER6DziGNXJAIfWO1xON4cQHjETVts/NHo7Yx6K0gXN4MHOAZ7EB9aR9hi/pZrg660VvWIyWttQ+khQ9zlovFee9N/iPkzKGZ5gGM3dCdWTlPI/MaTbf4Kiub4BJPCGrWVfE8iyiTfAyUkw5657FcADcumXPt66Zm5GscCt2PW3LkfmgyKsCt2NuMNDeYiHVSU0Pc4+ETFXDKCFKPY/e4MqMrw9g2cfPZ7sPozFou8SbKbR6MwfU7IKNLZvGeeEsxGjP5dJUbMXeZ4uBBrbb25HE9qY4ybpcwzh8+aj94iJdxyEvXssfAYn591nYX++2IaY9VusU1vOw6M8rndL3D3JhKlH/lF5ljYDoTYzenbLJIT6XHjEYFNHxY40mwM2LCI3Yu33/yYWSsDB1EaASRNXIFYQy4wiHK5/AsDHWOPqVrmkZqeYFIoyE6Z1i9VZUxxyN8pmzpsrRsKQ/K8ucNz1BUnJYMvsoSRSyVqrDAQ2w1uNEYYUBEprXLsGz3IxdWDqbBpRCDrxMKeqkNcJzzCgiEGzxIWAXoyVzodj3U1uqWmuzVR+C+AkFha4zGUvLu/M8qK957rHNuMZq0y/Rh41X60REjMHd8rK0zSmQU6Ju7L1Q01XWJzNcxWAHpb1DWkWfeYMRsuq9tcNeGMvdjt+fT8DvszFxHj/u7vC0J2uK6Zark4daoPeQHNVT2HBp+IMxzCA+I1RggYMNjRqyTr6ftDe8gqYLUXcFg/CrVyWi0jNz0bDQu6qpHq1WT6m28toibAA7fvGDke9VWmDcUjwMm8dRIUaMNc11B6pZ7dWeFOcqTccH98LuxpsdYoeM4Q37E51kjKxvWQsQFLKaugQpaoVH6ycCP37x5RqruTiWrLrpDJR5g72RCK+dapiQwXFuqX0fVAnskDT8DbIbhMbRKN9argYD49IXikzsxMEuOQPQwCtrKG8c8++bLdnnyNu9em7KAPsUb2H36eniNTW4zqSg/eKJ1jOCArssHTnxllm/kNmh3esEXKO/dW2mPn/AeDl555btB3LLkI39ULu9q86Uzu+w7W2JKwxGjv7S35rYkul/jGewsntJduD5zukJXuGrXBV9T8KQBWHcYs9uzLhqKa6v14M1BeDlkJEzbguvyZiW3GnEqMsVZsVB58cnMFZHiAfTJr3i1GuaEAYsbSh8ykezAKvv8MNwYJDqMbSHrrtXU1w2UejKnQ0zXbNTbEE+jQIxMZvjgoV1kzxSX9mYFtTHg7ww2jJFemg1G8+13xhdnhyCiJLfq3MnYWKbI+1EtQnqpPql1Dv2wSJIEPfE9uFqtXYOR8bhaC/ApYy18lrGgFS1jY4jOvdMdtk4f6n3x9EtGfk6KXmBkCB4GNTZ/zEL8Tt5aJo+QUcat374oZotNkxsY1zJPtefXjwlRHSCsrDMXtrHT9nlh8qOHzIPx+6FuRqQoB4gZECyYmb9ksnZEV+nvGNglWY9sklRrfPR6TmX4JiTXTnfwKIdMmZyxSuBAxmcXdAKr0Pf9Hq6LrjPocL7Od49cXt3QlToXQP0BzFNNGKYxqEatbPSMyl+ZTRmprrLq4bMKdpPRWowZncHSlMniE7rT+48/TMMw3IiiNRjhhxgq+ojYyYcKtFJ1dePyGl1oGR+ppilc4eSTU3opL4CMdzON+8iPa9AVvtQgYCk3PuD5xYwWgMxfzF+0ILj7FlHYidczvRAXsY65jJXM8KE+ciES4YIsNAIvEoTakwPjjb+AYhDqL534lNIr3rWm4LM2ynxV5plApnEYsGVCsVDH+FzC2cTIdvhFYz/uspAhh95OofhDF3nSfXOXrpBuFs+0NmEQoJLpsmfO41FLX4uqcQ0P2aZ7oyHSPoNPHmPowjiwQJnbTGds73zAKkG94dK3A/hWS59LXSfmc/Hd3zD16X1fOuMWdefPcEHRgW8Uv2GSWWXZuyQIhw/EpAj5Z7BEvbeJ9/K+n6TZMDUk3vnLAOrt6+f8vinLZLt78bA2YBvIEKel0dBwxJW5NfVN2RwaPHIPsTR9rmhIZfhlTOFJGMqUTXQmkLG4NRrtspyLWMENDZsOYYM/k6jmhbCK1ozruFsuxUWFK41TrorAYCrmi6yGuAVTgFZVFLYccXQ8HUSqQa034cY2Lg4X3BWes+6HpK3jWaZ0EcZrmbylwdq9pktGQGJXIXo65baNkW0xOPBBYQWQXzOmntmhq5cioB6j2GXys/gPvsby09IYPhgg+AoUOkSUVNz7vKgNJ7Pnegs+Gp9GYdeCH8Ab6T2YqyMO291lugRGlKtvDZeO716bYmSXp/C97GDDfXKsuWIIS4QD1kLjny9j8NRDma5AIC+AkXYJKrFbnoWlURp+xGPDhy+h8W1O1/xwx/kpu1uYB0ysRqClnNI45Fl5dcHXKoGG4MG3woMTD+smSSRLGSHK2NK4xec9fykbtaK96MIUEixfudxbP7eub+xx42GuXQkgzG3FVXIdglp/Ckrdaw7z/BOvRbnIXvVkSabDKfRe1jThgaaQ6bAhHicCQSKzxiDszIogz9nRMGc3qQLwjY0q0y7GyUX5cdZf2XjraNhuVPS+DsvfPMhbHYnV7MLK0CpuixKI0BcjPioWJC4iG2/5U9yuYS54P+7w/KdijbwNMaAvzxqb3beK8JVc/oDG6gZvE4cBY8OxKw4Ya/bmoRxHcyN//1TZLhu/0bVimG4Xx2bASxwIrzMMbon3gmSZirpFdgrKinniPKE71SEO4YMK8N1x8uIzru6/3cab5t26lLHJIx1S1QvIIOa1d3eIFSQ6yXQLyYkVHQmpC/6ydAidkvC7Uup90KVGFTaTBiQurvLhgEoy1VMvlrP47S3Bp/Tt20EcxsIQuSDQygvOCnhYhmuZ6GdTowwA7P01na4pWRaR35QpGimYFLFxEIMY2Gdubc7vevK+jZubNwwK6OYyIjMYRvnEPf6ysUbmoCDGpiFSATdLOjqtGMuRnd2GMgaWKY1b4rHwCy27QtdNL04P29nhK+I0ujjuV6hT3rXG2qhPYmWHbK+nhqGcpGPXPOetltfEX8vM4a3pMaE32qJ+67za1AYB7MyX+6HMdbY1aRymbbIXzsGGuG7oxvWkG76dkjhVTzRnQOCGyOyOieJLeTY430y+yryh3k15G5P1/ottWJe8w41XqVJp4zuPW185FAFHEpCvP7UxGExl5xt8mGKnGbzAl4fTCoSB6XxrsmraQ/vg4Mbutw7yImx46WVIhzh9scybaWUTsyAg82Qq6HMPOSSOM0heCJMpzqQgvezqQKjKNaOWCDhNteMxj8wg5cS1BrNCoK0CF3RrboR0rdOf0rbrcMoDOwt/LjirVCd4xR8PCQNOh8TIwGecUvAok90WtwbXvtZKr6ah0e3YHV9dnTNP9ZatOifxbPJ+n1g2b8+G5RrJojRoLta28XqMXEcsSMHnmHd/VFzI2y2ZP4uC0tVqRBRmUT7yU15WF+PRo+mdtxwZMynsHOAkjYYBgAOac7wfPNZAQa+KbJRjtKh+qIIGxzKZgyFlJy3f6LTKwGeKkd7c6t0NExSw+VFN15E3pSy9d+I5N0uC2FTQZZSce66FzoyB3o+j+qRcvvfVHZEY4M2wI/aDLNOF69msiMU1MK88THKepTyUXdyAHkRyI6yMiR/YeqvkYDwo2ZZvF0K5dG2xcssC7D9lpSsqboseabYM2nKMTGO+jVHwalHW/jS8/HyPOIDSW4lh4MPhuChskYmvvAbSY0ZdfM4hQrDLVrAY380FcQ40zhkUHDL7fnp1lta7z1adLYxAW8k2aqLxhYOLLaYs9h7DlwMFYsHbN0yuujjPBC9TI6fQdEeJj+Fh2VDmET7iPbvzehcIjQL24zXg3p2/eyyl6SHn7N6w4SxjLCvgcq8cbr7myqKQqp/CiocmN/vKELZdcYUg/lbDpG3v1dub1rcJkZS3f5ZL7Ins7c7FqQaUC8ewahM1AK9xxiOZlxt0E0ek1IfQyEyxlB5ypfLpdQAOXXFHUyQZEKWAWRbyPy0FQQ+ELeg18BxCgbxuklJWb5qWHywYHAbcJ2hhvaeKQ0YAywlYjERBdcJpBekSKOFOBl/n6cMtFatRWlg+Bv3OJenS/dOwHP1ha+HVewNgu16esoyxZW8/3knmFfzUSV26shOmKl4fHmY+zR9CW8Uj4H7AA15w6IXmKHS8uhU+nB7Sy926fGUMtoRhUB/fDnmBkThhvNSYhOZ7m+4xD0TT+GxANmC9r3NgSlzvtsrS2vyCETBlR9u8WZy0S/bs1U+JY9jUVe9nw4jc/bIx8uebLdeVJ9ic2HUg5WYFR7x79x+QqoqRhnVhwKXMlth2tWS32o3HQRKoOPLFt5zzBx1TSmfiYQaAI55K/sm3F9KXoP1eRl1Thrxiq2Ogzkq+aJhpoUAEZ/+CUf4tzFcA9FjuBDBWqsoA2q1RgzPG8BwzsGzHpFGKwhYfspSpe4uXt9PQNDA3A7rvyz1mvtPCABj5xniWicf8rYJrdsjG+6IIR3TxJfIGZY2OOLqNwOGkdF5GqIdzUIDXUSHXBNNnPNPw4vUhW34W7fuPH7R1Yhy9yphPwh2IGr+l6z16jXxewz/Gp6clblLZPgro5K8OzRjN+azXbM7UqOTZ18s7BaKDmFM357Cso9un/IWYbd5DohG4AfP6Ck/HaHmVObnpuc9T0BjxxokDlZ264yNeL/PgDxczn729pZEgx3PmTm94MWEe72NBPiEPZX0+1kcV47JV9qAZdefR8cc5kOafScLb6NLQkyY8H3g2DAEzeZqSvVlKUI78XJcRiqiMTYQSJNNuKbd8hTZppgxu1esUtzVQ4RwQGbxb7s3zANcd0UJLoinc8C8eadpS/ChQDUOvpdfR+5ywdUalGp8AkEr7sHFhsYyrDUGDkevgKzay+3Z3r/HXDObz00Z2sd5DwxUDf/vzu1dv4tm+98kTvAf04eOKke/zwxPiq+V2/2CPl9LwJP3sklasZ8CbGO9h3DfgOcODvOaZA3nUANYQ+tYecR03z1+/Db377NhdvaGro3tx9KuC/BlxX3lq7OiACAnmJYE3pI0ZFGmgV8hAsU3xSOurDLUo7yh1aPi8voRSxqGsb4PHOstb3t2LIbuuvKZOI2bPyk2tclDPKIH7obsUm4fwzjsqi/zAHEaVSWG51KCQuUDq0XqKS8ejOTkgBIQ0Oc9FXVNfnkGwL5aIbMQMQrMMv7xNuhPh8gcocJawhQap7jAFyrUPBiteSXrONQyIKxODndrAV4JJLVo8VOCKOEo6FxiE3cfUd7iSr9c0IE8d4cnKZjoiRuaUAAMHPItGqwImfGTCEax1VQaONvVor98ctxfsLbt3/4A4nvVK3aGxJjHUxK3bbKb89tmb9tGHDxkwsHXc+gBjvCjSI/b+f/vqVXsNnApw8f8x7+f1DZj+kMaUX9r7llfK29n7PILrqSrGyVRHzb5v14GPrwVzV7EjUierRxiJcZvdrw3G2QEblA3LhdkymJKtSs9Ahnz7EreGO2XkD3Y495afJAdmNPInjaifMvCs/KkLWdyVcwhG65j8DhsjwlvDX/QflZMXi4ImstAWElqoX2pr3C3W4OsyX6I3cfgZ1CGqBi2J8VjMy6qCCpNApQwGGuGnoExrNoIJx0VPDxaVSJrJ3g+GXPfFaLpmDEOX77OYc/awHb89jAe6Zm3KVu2rUkXidIA2dFdh0qDArb/SgshVKDTjMT2jqaxXctZwT5gaeP3miEHBGb+ast8+xav5itMKgGs5aJ8tQAvwHfHE1OffPG+vCeQ36brt7gz4L5hXe4pXPD1nLz/Ud1j4z7wWRubIMgzBy1ueNbCL/uCBP9XtG8j1nv6mwg0L8teJGZ3Y9eUz7l5x5+01nnWTPXI+AXbJBks0ioEiAwTn3FoJsGRZ83isz2rchAVOSjv/eH1+VDuBmWA2ltNTVWyMHJHxOwcAOhUxyDCC1DlgGtDqtwUAYObOkpoimEqZpjaj/LWJ0m/ZQ93AP4jYYmQmBTSSTlFGOr4g88YYbYkJVkctARVaJoebu0vxKOwhZuM6B8AxSLs3nylgt6uz+Qgn0ySWwhspEA3yjK7Jw67gki1BTj8sUEZ+c9PWhAIHAVlGsTgq22J3bviibOoU/qp7yciTnxTKcwgYgcs6P/jekxiKP1aWSViMyYGNr5qvdWInkuftBQ+mGGMljVx/t0qD9vdHfUhGr7bFRs0x9xnBGrux+8R31r6hLipin+kUl6hs/Qb//mDbCcZsQ1gD7hJDc/qH1agYjuuuvpDGGDKdB7WUz2iKL5XqMyIxRHapuDvmiucinND28T67VBtcHcDFyNAfCXa/g0cjB2Hh/breraO4y3FoNMqXwzR4DzMxROqXNHyZ9/DSTS8ULBJYUqOfIIFIWaNsaHgySLatyAPD8ZGPmqjrbnhgRkQI0gMsVI4LWhF9EXgUiPm4VVCJTYOaEry+P4gww5anx0rL4dot4KZdunIADtdMNRaVIuNalO46LVRhUIFNlLuNoO0+E0vIE3B2M6so0fS0PIx+g10dT3iG1H1rVwTmI0aSY/b2OXGpQW/y6noy+TAS9M3hGI/rtJd4NOvoIGV9A+P2VVg81HzAdqRdvFu2OlG+1mKRy2i/vXq9aMeMeO2K1hf+bhUNDs+Wn6KEJzcXbPITRqeMaDQ2vfwNgwKivKypXvbYTdFmYpX8vCI1Ckc9WiIqc17NmG+HZydujHOJJ32KqgYXfRoKvOmRVI5GpfD9xAC49DAPnarzZCdJ6v0T2ZeD0lLS1EXXsQkVHNE9uLEnp56M6KIQuc2jXtKWmAjttoKENAVPeo1A+304EUAD9NSN1Jln9unb7bmwKzoNOJXE2OxuXJtE+pTTaw5xkHjxZkx5nPHU+xWTpP7GZ01OsqcfwcmGz1caB9kWMrsOPhW0wQ8c+MNgGelhmLgFDBjTRLkrRNMjhvte8+MHzPajUBTuSFTFrWdXhm8PhzdwO9WgJ8bv8rTVfRbYeRwQfCd4xmxrkjYwvu7e5xx2MDpfYqMcfXTPQF7P4g6PA6ZTzp0rJNBf4XfjxZupHMUEO3rULQYh6zw26EK7nmaVH+eo8vBAvt5r8DTpDaA/wgVa3kaqDMdu/OTeeO/67JipFCbDXbng2YfM0grMp/wMCKCjvO1ZyOFOo7DBAyEscvFQ5kNMloGg+o6r1SA5/OK+sJggBQ4LJlP7QKbGII7hAggSDac8FRgkmILmSlxjE1FniPu0DOF6uoK0vIIKLcoNMYLYzBu7RNYDS5JSMWfWix6BszsvMBYHB86VrdHd+vM8xh7GNo5WiULCm+WtmdW55jdELxHu/p7zc8Z/wMQQOeFtfGDFwH2Nbs+Nk8fGXTzBfpnNizxYzD62e3R1vqpeg7Y7UySrq8dtc3+XQYLPgeJtiaMmxEeORvni6XfmtXjlgvV1xDnIzwlcOfNNlLs8HO0GTF8vrz+RXx+m87lW05YJ5n396oW/zsxnm8mzjMBhwJ0h1+ytS6MEo0tQejjHGzY465mYdMHSmZ7S5a54crZKAe8gJO+NExba6lJdULr0Fz65VY1yhvdDUtiapTmcMiKl/mJe1NW0XtAGzOWARrzehIb25J8OJsiUaJKKhUxz27I9YjHhIlbvbVpYDJF84PQWGTRY834IF6GLsqdnuwqjksSEJA94hnu7WPm4wbAcsV3QlYrRVjXBiNIlUxG7HeE8MrLFMCbAvCG28/cGtnYwBj0ETKggVANNDc01U0dmeiR/uWWlXd4wrzY5BieGvL/fNu+zz40HjOd4VH/zc8pgwvmy67fEXfEAGhexkaM9jN+tPo4YnXa4wgh9OMUt546KN/B2m/wizEMepDl4cMDrG/bCk97LnR1zrEUxy08W9amSokoIgNyMFX2Nqh40AzDqqAaVdd7GaXdNeXskvZ3xmYMLRT4mNrTuTrNYd7tn8URtig6g6DLGpSTrqFCp9Bn9ADjoqdwMcBZE/hqf53xA7F/psgxMbydsvCBwiN4b25llqluToSg2SLshUq7SBdT7mcB/rLqEkdGLCiHdycbgDANIREEJSzmZRqJJSwsxpgtyDI2uTeZtmQouv0+Fcpwnk2R5DfOd17GV0+nF3RPPsT97c7TOE+r+ruh1u3+zxd41JzJDUbQohfiNctusWW7gTR/ce8BDKWvtCMP6+Hd/u/3ohx/xVsi9KFkFvfniN23j44952uq4vf3FZ22NF84sWAA/fPo8PG5/cK8dMb2xxMDk+bcvGX3yPCqDj02mM4xCxht6IJ5VYOewD8dojK5quMvXrlQRy1N8TAyv4lfloJKdPLbOiWfdMUqaxqjhVIhSclDYFYuV33TVIZsEaAiMrSIvl6k8xGvvxBX6U78UlhF1oKy85lPGRpJkOVW8SB6lU04wr0kR3j9x+JckeAxs7pFDEShg0PWiBZwSYQAc4gkGiYFkSJdECJEMkH8Ss1Wl2YUhSxZTVcxKKhRbnYbqfitjKmOTGkG5TmhX6mHFCl9VJrRprZlfkjGH6XRlvldNfD7QckoXeU3XZJcr53Kd+sGr81pbeDbUiIGut9/+6KA9f3Xaln2dEfNRY7ZVbzKyXHeh/MG9tvvJD6L05wTeuz/6YVveXmuvPvsSPAwc6B5ff/s1z45Ca+egXX72TdvA6z3ZP2gPGIDs7qy0+7zKYXfLeTa3aGNEcJIpDFmy/rSimitEelzP8Jgu1dm4nDxWyX5YX49sqQKe0x4CTAjU+xp1MhiiAflOEWkkokoeMDoUcJXnkS46EMiPCJCjeovRw1MkVsoCQPzi8CpfnIHvl3E83IMlx91VhzfdS7RkfkiQQFLuC1w9xoBgJqYy3Hsn8zLpRzAoO3jInjbyxBkSZMvUHQMC21QG78iVZTU0z8Zoxh3OtSXWkytx6xWlG8E4qjR2c95LQcgdsR4Tv+fXjC7Z8vOW/f0fuwtihVEdZSyHrDNVoBJ9Mspu0QniPX4wbW2x0+Z4w8tffdE+/+67NjLgJ2//g8dt5QGz+sRN2z/6QVtnsKCcdp98HA/lbpEbBh7nTDlcTZhvIzh/wJNWHz06wFDZDUzMvskzCu6xc202e/Fg2upYL2VkfSd0d1lew1h8Yc6UF/0ts2ZqdZWwXms4rLu7Y9JYU3PVgIQDQ0jBem+mimzQwMaglV18vLoeDpFrWErP1JoWkS0505gDLZjejQw/4oyXC5qSvd8p07FnLIAuDRFCn3K8DNAEPYtISJcQRqM5OOsrYGGxkOiKNQPvMGgZ/kJKI9Pg+IuhCm0RD+HAxakwOECImy0W/YaVALrtxYdEjIX8uZ/EMJSyBTkF4b3GnlEZ6XZHvjL1iLcC+YifTyI9OzxrP3x8kGcEfEeb/MyMkYA1zlII7H2gi0NxjDLnmzdtb0bK1awdvn7aTlynZPrgDd7s+d/+mhn/EcH7JNMKepVTJoWPeW+Ioz3jQ1aTMNil9nd8axGv5BoRq23ymJ+vPLDLxHdRH9ZQjdXg3fVUp3Lyq4HEqP4wrq9ecOSZre8YoO01u3UVDBXwFVmRAXXR+OwFfA7C3+Zy/q2ESyjCjhZ/xU/5ZXMotDKxoI6Rl0e+Sxl1x7X6KWMid9CVClSvwnLERjinodhqkw9+MmI7sREB1JElHNGSB3t5/UIKkumscYzGzBAItCU4JOrHa0p2yKTJgYcYOaqUrbKYEadFAyVTlvdGC7CCKSSMHktPtchykcLEGipeAUHVQ4Flhk3fqNSDyiefMlS3HuD/jpf/HTJC9CGTEd2Yo8SM7pZQBGUq5sE7Qtut8RN+J3QKum3m2j5dfZTa6TFv4On8mBf+MUK84v21l+NnMWB/R2qbmFLmVdKWP6rGCsGMXbhTWHFjY1o/ivZxQkMCl3fdUKBx+lT/VT5scXIgojUYu7FZk5YGPI0JI4OliFsZamDpOqNV4CiDSsEvD3yRlPVTpohWxrvIE68JXawyBuluZLty27QRVHCLnyv1AyBXmmN3CkmUTkD4Gi7khtLUzSRJiyu5fpkbWxCu7tV19rNFfZmKIEsCGF1Khxu+NLwqVUWBsdKlZnGX5atkwYKCfK/TkpJQBloeVMgyxgGtnkoiyYcXf0xDr+YMuQZYwS84Ub6U4/IxRl/PADhCJPAHXuH63tpDnox6xmK6P8Xtb1QtA4fLQNsIlKmGVQYWdtlZyaA7NnbLRCiP5I0mPDLHrmVjshXmyD598BAr3GkT5v18r9nCqZlL3040SaPwNQwXKPjQ10QwSbzF4EN+fM7VH9FVGb4SwYdcPLsm6kStmx1dbD8nxrxi/k2v5VvSgUIODpTs+MozGOMa5+WN53Tvdr2ZC7SBpocwrkX/1EkJDWp2usjBWeTiSEF8NnLNdNCLDFLC/1J8OQ3vxFP4B4wdhLKlO/Ujjx6VMtiFEGKuOTuMTYLS1pYH0JS7K1tFwk8yQCBgEihYhYK0vBTwehdqXoFjwYaBVK7TCRfkCQcuxarMZuz9dwHarioL0Uwz6IXciqNHwBZy5DWsLnvRdeXNP3CgQepN3Php9/QVbyPy96LWmVczztGNaeZ5jpI5JOm5SrGCElzicQqBqao2tbvCWBfEf3nbEOHEiC51ipGBvi0xQpxfo1xcod32BZO1R/PLdr3KRgCWjTLtAJ+wTD2sm109cRmuTW/mb8x7dgXBJaszl754a7qNwiU3q6jHUmbqRyPiFnw+VojBcG1XbM9Zqy7lweRfETunqDFK2RUFDdCRqU4kKuh4o1l1pWziHKCK4XBXcNa1w0bdcQiKX6cyGFg3gQAUnxVXl6Kk5yEtm1MwWzmPKD5IIUNerF/gZGtIAoW3/mWpyo+LN9MjFtlxJo1rGPLPQzzlzXJrCkKpagjjlmu7H3fMEcZk+iD7x/AWxpgKWcW7CdF+xO4jAS2wC64pzVuL8G68J9fXMLjSEBERzCuGTDIC52sU9HDGgg4InAC9YRrDObj8+vH8vC3OL/mh+df0bigQxrNdCcM3rrzCC12ucg0959b0rjETeNMTOYXjhLVdk3N5Gtg1MZovBTynGz7mpTY8vkDDYoIXuBs9E5OqK9Qx3r/LStkpE/VlWVc6qkfRgLphxsC6t8dofFWF+wIjZ8IDG3+cSzZBqgeEpZGoqyi2bsng0MjF20G88ia2YbmCyfcdHOlKVxjxFpAg6aGI2XpBCsSwACqDC0y+4qmEo7CtRRZSAcrUdht5paXrpaiAUABBFiVaIcuEOXG/44PigQ1dvIcu3xckS8F1RL3Z1ECKQg4GZngPgPAcPHRsVy8kCncErFfTK7hMllEagp0QkP/q2XF7fMBvwuMGfDFLYhYNINfEWAxo9Dq+5CUvjqEO7r6gJ223rD9lMOLsPZsTl1yPijFAl02Y1nZKxW6Yk1hi1FHdnGcaR1qChibvtTzl4MBuc8I0iQZ3ysrFCV3odMFIV0MAd35iHA/ogr0OoMIHG1vhdxODDWIM/+t4ORuJMlGS6Z2QqbT18PTasGunqqQ0AhjrejQ9qqfe5pVeyRcY41OHURkJnuWtJnx1QFIjHZmrq6zUgMclsUohn7xB9xqfOfIHJgrEYj2L2DMf/sy3YLjwlGuLFKzWbxkBy3AFsiXLbAWwGalQM/EEExV1UrZQUV45gMR7d6Y6bN9kUduRlGWG+M0HjFWYo605CnMXhjPkKkRFG+h7TndqGl3Yy9Or9gVLUnZbjgb1TuKYolB5d502zQMBJ+4Dh/NwdlEyZGfklIRnNya4EXMCw2zmMbIqgyBthWkKu2tfQco/FdLDsCOEZ1htNHpBPZmvqdcznbLacMJa6CkvJPSJ+gUxn92g8V957Tu1Kdp4XeXp24zqiHYg4z0MwqFw2p6L3tL2o8QzjeS8D8YWc1Bh1M2SMUILBr7MQd4TG3NWOdnpwrn0VHxpqHJQdtJ5TTmRgtm+3zOHcta4x1ZQEpUso1qhvJSV55qvnEn37Hd2cvTrd+5WKZtrAfGUgekdar7FZCrNi1esrE1LmJSAIXmzlZhiIFy/ywQ4glKI7gdzVSEtm4RMnVAp464F964xOh+mYo3zRIgTwLudtg94P5qvhnfuyqyrCZ6Ce5/VtAuOGphMysv+fLMT/K/RWh1B5vdL5RtuXT4qWcgsQTt/Ebo8a6FpqCr+f1V1p7+bXUdi32/vO5emuGuhRG20ZjTjyQSIbdhJBgECDPK3BQHyKkYSJDGQl4aRMTD2m4wjzWRiaxZroSiSIiWyu7l1N7vZ+975fuo8T1O+v9/zPPeee5Y6VXWq6tTZ8uElnTA+xr7RMNqNHM02DryW09devRebXnSvbE6XTB3uP2xmS/bcUr8aY8weI5JSRiEMiWmAh2tEJQHN4GstuSsj6E/SwiOGw2jcKHebVg9XNI9B+mGp8htqFXktqwwDSfC+BvZVQo/zLCgCVNd1sRGr4zTBYtZgK3LgWRywmE/a6Rz4jdYa1ag4DyNdFsS7PAGySz4VESxsV68AnYqtKAswVdw9h/nd+1Ajorx7yV6a8npGKAQxNGR+Pma/nwd8b2tYH0mlDqIwS3aRAyywMhtkxvxCLJFtaOtU6y6NO5rxOgwXfq639/zPz11szpkeZgwZ4g/1/nCEPan1l496Hu0eiGy+yLK29AzWR6lIdlRcH3oRfNlrpnWDV3VnXLf7MBrTaGSIF6FTl/b+uNIWq7NrUmrzeg7bi9fbgbIOiBkj1aJ1Dg3CFw6/awhwSUgEM5sDnqbe1fVIJsSc7V4D0FEgcQ8xDSrTZjvHirOYxLLB7NUa7n6a0RN6DpOhSywTvqynpf7lsciHVZFMoLDFxAKFL4nofeF9vrzW/S51r9G9PEo1HYQdG0jXFcIwBv2+u4ahQNX70fXd6t2RWBIBZXip+JOXr/21Eu+eYhCZtHXVZDflBXa2GnvNYLutQ00x0hLZV7frqZFAoy3KC6PcIl0qQ3joTpIlkYAb0k/Uq3zw4OR280B5YcpgxMznL9/cfnn+8qgjagpSDx80fZt0I4Go0ZiwuCPEIih1fqCV7c6GV0+q5SHXB7upvO/fr6yM8JkMmorWQ7sXYFYxcebe7uMdZzNpZtekL7LTLrWf78XrTYgMfbbbMsJBOxg5QJuxdZNQHMmz5VfMv2y1ZobUWMzts8Cn5GMqDDOUB7Vpnh3t8MAIDCRNfWJEDFkPf08ozLI3hWbflN6PGYLj0KhLjVajEVSKEDPapNf7d8reFdPv4ofFaPKYWLvv6inTCRaxVCuThdgpqEqvXsyUN726cREUc3GsLPcXpBHfEbP8TCDUklQKsDMjt8KUt74KV6b3u6A7t2O2nYuB/cOOYoTryt/Lgw8+opgRf7CxUIzEg94ksnKI3MU3o2MGspMstpXvpyQHt/OXrrdvG6MagduadAjUPLh+SUFOXAP7tOHM5Stbz3YyGqQqk/uguDaSOVyDvF/HJstxJgPomtxOOlHz+xEQztvPMVtq84t6np91rsKnSTWjHmeafMnWA/nNmTipEcFHDWQYo2pVlgjygbTZtgu8YO8DrvhkGp7Rm8OHmrHSVqyzM1OLrw+1Eybc87NljoaPtMCOoaJMeTfC0dGF4ysrHlh8kUjDPDuphNE0tppmESCIiAkvfctH3CU1UddHTnhq/xwu3X85wyPC4fgQMRWO2AD1ty7Zlvmemz3NvUz9zxc4CgeU9EDrqwsih+vlL2iHWOpJh2HWCtQib7c5CklX4x3pZp+PXg8BtUg2yj17cWioFVbIGN7Lv6V3atZqS+FIGPAVHwyk46dXb0yeJkw+HQLZQXP1qweImDv0DREdVXmgsNk2tLyONFB/P2Ky9dh1fG6qrQTrCix20aGxvoAD15FCZqFcsTY1G+2zOiyM/KdS6aePYfDMhhj2fsymDNCsCQaLMUxA5V8kvU3wxF/rq/fBXHNeeA8ZJPKx5sw9znHNJLnZnna2XbXRDfxqsAhC7SXQu4M/NJy7ycmd2uwFwFQOc/WW3b0YEAgjp1b6IFi2GegRf8cxg9q+yt/tsuxWsQUgW+8CnEqYghdXTORJ23sPewAxzLyULmKAW7z1vl/xd5ewyU6MboBk730phhGD81Yb891pOvPMaYsQY7yXCeRpXbNKqlwNZRn7m0NdqZXy0JMTR2tlw9ni1O5Ejxqgl//YNxV9qdNbwPm1ZuyeKR8OYIyHyOowaqr0B2Kox4k5frjp+gdPKAr0peI0TEvyLIy5i7hGA2Kyy9dvzBQn0sjz9aSaiZqctxy3R8xOKS+TTDSWBGZ1WaYBgo6jOmk522lV3v0k1kxD0orC25p4WqNSCf/lMRILPmN4jcU+dFrjzSuXYlIzkGsc1WM6dpU9O0tO+mgtz+6T2+VPIATQyro7tAqIYcDi4dLi7Om1BMk+LWbWsVkSb1G/uMotv5itguVcnl4Gt7zmWm96W0x/rv+E48UrmP3mdgBbQSsTJSTFgOqtx8nHzSRYRIQscNxp5futpjPfadaCRb+QY1D9+InTTQ9v08Jy0iGw1YJfnYZhIj6wKthjNl7Ta0p3JMKwL46x6zAaOHySKlqh44I09BeeOdW4JtXXw8CRVLQegV/vwJ0onW01jL1qYYxVfdeslDXnjFvlStvYz8r6du6+3L2RBXuT3GlM1YgB2I4Fz/3qabxVc3jUBh6zSr/Ox9osJ8aG0CIvJ3V4rS6YfS3Jg2sqtKZUfvxpizbQ233Pt9IKTz17NvjLq7rC4602zTnSSq2HXEOoYXo8m7y8pieKPBWLKPgqbM278SAMY6VW5m04hQbpxC0yVYp+Q/tgcIFXmG3CktPFj87glbWk/ndf/fZmGEJ42RZzMp843onb1e8U0m2h8z0tpId5HkArEOGFwbi0w9Aq1rthEozzsJ2ErowKvZfdNgPIpedTY2NMZyBf1DgQp5Wt8caBL9/cSMjKUSuuEqpqFs5W3tHqcJdhU6V7FQjZPsW9njuCz8syPDbVjFU+fW877ZSWenFHegdpXBek6BjZSQiLmen1+8Fzt3BHEzkc7VK/l5vZa+mhMxowHAZn6Uza7EqMfzsn8N0YDeNgGHuYUOcJMNwEPf2oS/lAX/FWr7ewcZwut8g4dMUL2wg7M2QyHcyZO/bUc6lzOFjbWBxqZwHbSoBDo8WccLX+CurCwAg1P77nvTfDISut5IUv/phXPZLKGAyOl6wrUmEEjA/1m8pXtUjVK0B3Ye353VVY0CTsRkHzsxhwCux5wJvCPMiv9wOUyBDVb7FWRb2tLNw+MXsD+P5ny4WKv9t0cAY2acTnhKgTp7z2UsrzuCDkn3uCUb7wXnh5TI2CYVRH5WA4fw8hJmhIjiMloP4uXzPz4vCMU9rn9pkG720meLLPTD+qMvLXVqbDUA6Y3gyO6y0I/rzFOVfa3+PzhrXsnaa9Y7IwOIY+359DcE1nd6jubZMBMFUfoxc6CxAwLgQEGunJRkUo9UOLft304crAXHaqROTZ0gHzJ4GtPpsNo7N5jx4/WcNLhjYJ4c7NFhC1XdfBNpWGf0bS4HQ/dFW+OkhDiL792lAb0f2h8ZMOXrDs36inVAXNhZQeFjf57kWB/uwEMYWW9VRI3MlpfuZJyCCC+lnSCRIWBydUdswExQsIpD4wLwaMyR8wnp5cZT2D5iqY1L5Xz+muvdGy13TzZwWTHEmriKRK09onI5klMSJGkTP4pz7jfEUcjZfhPSK8/KWGBJboPaqrdwhgYBsMdzOe7mZPmfVxvQmUF6+2fiBVeqJ5bjMXLcmKEFPD8jc2iklu5zNz6NmtVJW5bphjr66pMdOF+LA4cqfzkFilutWDi0JDAFf/T3DTq2CCQQwJPuqIWjUIvyYUcN3MFhTBbi3t9CRL40TAoy0pHNUbDk88fWK72RnyZw4/P/ao/T/u3+uwkRrnQcOCmFx9yueJVCsI/lzqCbaZuwiwwWN4RYNeeDdxPe/Yq5vdtRh01WxlOF0KiBz1Jxriy2a9X/d9j4hUQBXfMfzEWeIdq0qgvSxiymPpc3n3BDJvB7B5WGER3swEatN0ZhtKa+lanYrwHT0c4mDwtiUI0fJis8mKykxmlHWshL+AsfsBK8LZMkuJPk8mJnaP0UZKlCdfk7x48q/dagFxjMTtQLJKp1dIqsrPpUVrEGtNQb8xGuZxlV2FqdeSzsIwH4ywDeU5sOvI1KsjtZbkXsTD1rzyHNh6kONrq2BqEjActMfbEl8PlRtKo5k97eocTKMINpMW4IMf8UH4PXr8mfLMYiu/6fmDoWfloieyEyYFzzVbjA3Exau3DLFRBQVXhPku4TChMFjqwh/i+p0gmQsbm61XVXay2L+Upg8A1soYeShq8urdIsDKf0mNEfH78Eld5JVCqicfBPvdcVGVp5IQ1j5sJg1qScpCBD1I+fClQQy/W2+GyAQbKYVJMA4Y2X5THuARf9ciVVimGAKR/MofE3AUc6wybCUZP+LcY5ZBQkljNhnE1zAhO9Sc8ntAJEX5nR6lCDUAPjvVJ/HURRyn6o0N2AtShd32MIlbtFXHmMr8OrjQE5Votmqt7lTxLIDG9ZWRc2fyYL6oj7Wpx1tYU3c018fnkw842HfrbAOAqmvSEjeUt6q4HbtLvitk4nmnnhOnd0tYCOwqn6lmiaexCOoPftLyvvuTb3fdwPHuWtwnupdPnp68L1oATuGFKXQy2YnPVVhvC1+Mt7JVgQFBQf2zs6zSHm93wE8rC4FGDe5kq5nR4fCvQUG2y0i8VNRsuMLhWiYMYOrVFG/lqfAQPegwMyAX2KuSg9PdO8vyZoxR2i5SI2CGWUetFfbokRkoSYDgWnExeq4RabGcIkomh2FY9OnCkPKTZW96rvwigcmfaNThwyJgyFmA0u/CWSlkWoIT2VYnG8C/mQ1oyy+NY2bZSgt/7NnGUU0sNS0JLjS4cUz3/lEdm+24fm12XcN36geeaRylHYYJBo0crGzFdehdjSJpC3yqHh0H8n7n+QlW4Xcq2fvdVR4rBD3QXLUIBjHQpWE3iPvy6kGiPsvAXfcij34v4uLsnku80iokpEKe5FNkN97viw+KPWjSizsVKc79fGNFbIfrq40c3Fr+Idsz7BBr1GDO9AxZ1IVq3AqxIxHyvscTI/XIs0EMIMBRgZUy5cI135VB7ZJOXUivhZTUVQSzB9vj1EVJi9sHs4X4ZYdRr6vOWuz0HCtHXOOSpNnUvDxqH1O2gie47zGiS6jTczAApFc/oO5SVh/xy7M8jGeeaFcloyC3m+tEWttU+kSZYyA+uUd17fLeDoORYmPMFwSW6TiV9ngzhm1QOOwzeKnAfhdeVn0GS4XtNdgeKHwP16sWg5Wgw7Su/a97aXeUHuZS/8J6M/UZAbVMnrVlVsFaFEb4UqpFPrDtMl4Iq7JFdWG+ufU13XFxe69S1XhVaWKKva/DtOjQ6cUMUrMbzBX74vKnGfipgA6OfdSERb2+Ow39cDsAHNGzYCJUoMYc/GfCzQ8DIhXoWlBVXoCC1Yzf6Ul2L8pIpBKqzyCpcNIIw1GnBN5Iohl8XxKOlGstcwwX2WLaYRh1KjK0g4OE4/8qmyc4Ag+Urx/He2O4YhfnYKrSbOaBO9zDmT95AeJRoxAj+Qpgo9lSYlVVp6N8DjuhOQlWuTP4Hj7Ud6nqcFVdLIfkvzvSSn8OXir28KNWedXI13zAJbkUucquPgNuX3uwe6fDMY0q5K0RBwl2ESAUW84z6Pt0P2ZXjbXEKyx7XvvoQoX5H6aYJL7YPxgpjp28IAVC/HSFkp60kyXVEE/Wa+X4Dvxd5PlBiAEGwpa4ZgRf7aCI222erEUPQYulPIRgwIelykwKBg7JZHcfvbHbhdvPNlaou5/9JJ3y+/KhqkhAgaulgh2MiNxv9SBR2G2M9nGSliY2Kl6/wwwxXHhYTtrcJYXZdmGYVVl9FvFiNuVV8PwN1cJdZfCj2b7exEhmMqmOgR61OEYHy+zcwBhpR4pRk/c6ZtKQHeKaKMB9MnZfDmDK/N49diYcVg+Jp2y9V32+IKj8oVbvnNQn7FZnrYJV/nqkrrF1g0cDWzUvLXyV2PPUcALKT2UmCH5684TRYEwi2q676jaXPMt7NIh67FKvgGJo/UtVlrhCZIoZJXJNWTDciymiTIjgIbXwVX03Xd4VMoj32HPqRIu16bPuvy2eriXVMB9E2UMjPTAqh0oiKdhZ4XLyYkcda5MYRfk4zQXio2d7XMhDtb3pF/zqUyYQPIwmXq29n0GwmBhNL3fcDN1LN9KtxIdTrQ+z4ewyfug+lZakeGgyZJwvcV+QKY181kY37vXMzbxtpkeD7zebTjRrA2Jiy+yKPkb7IT3lRitIrgOGsaondJHoYCYx7UzJL2h2zNA7iXGn2THOwcI8/G0kM+FwuLFbYWamHGpdw4mWFnoHP/x3xnTBARcRYtEwvMMZ3vFLfMDP2HLoN04jdXX1pnK4W5a6HI6Abv9dZSJvv3KnWqvDmD0jlYT3Epkmzi6qms8r71bayRGiRk2t9ljxu5ImuXzWtWwiYON0ibzRXoRF9NTmjQ72wnyHm9f16HpqQSsPow8jUu0tQoe4mAMRtHoMOMd216pNQTraGKAZuDZRTpMMw3JHGKwfZBX/aMS8FbFdSl5qctcQqsyowBLvXRLDOOpcpUmTBbsJncEVM2P86VjI0BVCx43SC365hUQO23bQzCa9m9SdGcEaZk5fDAMXmJv9pnIzE6NnnR7hd3JXQKTDQo63TDCWj8HDSfUBvw7T/RqraVGBM0X2an6t0MJIpzrn3sG71KA6wuvy1cUoZRQ6Y0pz6DQEDcC8uV3jLv6QCx76m7znez3D43DHvJDKpaEONN2jgbDeeV29YuleaplDWkQrRqX8pwVIszIUPv8eJ2PxpRfHf19VZLlKFkd7t3LsXYWSYoxYPVCS6mi9L34h87nEfGBAXZ4lhHgb7o1/LOyoJKfvgRCKoa7f6USWGFPrJYGmUjiy+tg21DmhJ2r5nze9ZxAObjD2kT/Vp+PBxsFsKjLl9qVWB0bdU1dUZD3A4H1s2CkDRCORYByuiB4+bNmlbMv1DMIz5uVravjBaRQNK4lTXDhBMFKN5JLPmui48Efu2PLeuQmO/n6cBEdqZSoH7rg8/OpZavRcQ1OP4pw602hBDRKzzczdkpJqKkhCr4qScmXT1xpa0liq347pJ86UqF4uv/vPJJzHIB7IpJ0LEucKZvwXPQ+PQdnNymC9XtEDaAeAZ8gG1Z4Zh3OFlfkwWJHmnWbb/6R1EzL2sBHHVAPJZFsmxD9Wr+v2rYanmoSIeA/qiWI8STluDQmphnUBDGGdBtImjTNTbwzUs/vGEI5huMVGjSQNkXMOkK2MxweujqtgYPGGau49CcUewnAjDct3uvmFq8/OnxnCKmcknbTqGkEqWxyrqlb6wmMss4vvxUCDlwokTUgR3aLxkYX9AzGF44uoNnbq+PoKO9W47INwM1OnoospSw9jOKZFzXSkojKRkoZgZ2oj+A78a+1sm0K3Ih8eLP1zAJye/qjxcOdMBvdj3xUHfkc4YMDhtfVcEV0YP14o7zVctcpW+lLFg7Dg7dc1uAmg0gTQChgeYGOGOdEEr1f7RPtfaXaJJoaIK/Y+HaaZgnulEK8hfR0nCCgVUqVedy8biKBGpbvRSvOHIcQBabapIqnMCdMiZzZGTBRmUidHm7qD2VKtMaGpOTzkWrJleNNrC2E3mj/GXzRGePljRs0CUeYCYzekGruRuTPqCLPGpK6DhWMq/kAcrFGCdY1GlKdIdU7G31dmJDCmY2vpECDkwQM6BDEEm6n0FkYfavGzKeaaAqyMczeESW/tKvvsZkNnJNSBppebOXIr/+PR9guZrRikBHwwT++3vB3GVvc2qeu8rd7XeA5lF2q4XEszuhBDH0ulQr7k05CCaWzn8vQ3dS09+g1NC9OBGdpOYIWGk0LLYaVZjA+7+5zhTx6DoUk7G0iWhIDoBfFcFBkpbKWtoAXUlN77QJPPDtwCnlxVQAb7q/tVJYymhJKV6TBawAOQcxKS7mabXP/iSgRYNpWp3LY2JXalNIPiQF38w0F6sBXqZmRcaXYFKcc9snqmqbCIU3Pdrs30njVoboELuEaFgShY1FT5NBmiYbg1bOVeHssHhvijpmrRTWoLPvVnz4Bnobvk5bbDUb/jG4zZTcCccdsqoNesbiTX4+yiB0k90k2jhGZ4kAvmzloYfMzAeVPkx7lTeebFnTjFsI9pa4RltSShVhJTOzkZ8Q48aMA95jp9/GywU8sH2zri8nb6mbOjTo/V2ych9V5T6pOm78EbZBAQaATvyyavdkO+focplsCAUxjY131PY9IeHINlkVbifpeWbARB4ELkZLEeJ0xuK8vel8+8Kn75/c6lAABqnYjr/Y7JpmCqamcnFE8mJJrFIqc689Nkv7WBXYgkrZJu/GIiTm+VSo1Yj2vtTY9cDs8Op33QOCp4TEGyvI5fxIIQWxwYJIdE0gGomMmHHUIaTJ13v/JA9mVvDeqHaWZYTJ0L2sfXi0UMG9+sK3UeQceDX5CNYg7WOI4eMY8tlIeLUWvlcz8Gu18nZVQm1Ras+x6ySZvHem9l1dFm2t6tV40sU04SWkPCoCS6HSStf6VCB65sVyr0ubaIuN6hIMZBNeDDzV+72yzhxx0pyYd5yrGUtEBlYyQNYPbl1auMe33QkPYbLCBylV9MN5yxeAfCiqdsfyOcSjk8MciEX3iH+XWpizRLsu0DC/DvUqjb4dpJtxJHlt6VVTWUIUItLv8dJpsMxF9vVvLiY5o+zhEdKZDRe7upL1TXvRBj/YE9MBAVMo7zjFcLDCKnmfl693pMejLDuR5may+RHVFTSMUZNNR4s9Xao5Z0GpcCJotYa/U8qFZd1NETNbyQF4NoMIInDamHEPKPVpXD1lPn7iZsCNXdTIhkwxW+oOWiKV4itINacj5uZPnfAAAtpUlEQVQ3tag6MtjZd2Zo7HfQZArEeU3WrEEEO/NgdgHHaJVt5jB7Vh0SgEnWZroU3nBqkjZbsCEpTHiqfUmuX26hT6MNB06v+YFjOyf9TjS1yIjE4aQr5mX/DX2qn2svnYbqY3/Fznt7uxqVYL2qhqvug6WVtvfjctIyn1zws39efAAvZRrJ+oV8ec7lZvew1J8IkSkEPAmPIBOlQhbSV5ohPgYYJgAUw3apyXFohtwxXOss6IEeqWtP0l1vhu6dpvsgMJUIVBsjV0xIWmpB5+BaG7w4OMN4of0zIHy1zozusZf0CklTIGOgnnnsg1Y49WLt5UKGUFKo6OpRmXPf16jXgBjjvef1m7orLzaivDAKHM+MkeyrPXIwsB6mWbymLd2uZwqP1DfJbgjOmCecmoypcc0sDmZDjdCZBlSxDaCtt7TeE9zm9hlG4zJxEImDNQBwIsftsWY0d4DsuEicqryOY7o2HRRNgOZYp8ronMVwQ9Id7Rchg0fz3dWicmBnnnYM+CVT7sL374vJNcUG3POLuO41UNHQswuKe57SF/ONvSJs9/HeE8ZcIhyBZFKMyVB4lyDZ9U4FEXKkYIGkxpIUutu1zBB+s5GDSkwd2pfCBED+qSRTxNQeHNJq4LqH7XitF2GiR1Ii90cpj6UWFKqcmXKdxB23gBCIg8vCHJUIJjN0fYYZ+qVaVQFDD/sVB8sla/pe6pVEAzvm4dsjlTGZzzi7KwejsM+O7BykGtrtmG9OcckUoD6Xq0Iv2mIefsLyLU9Mzc1xP0kCVp0ltlxZVGc7mSun8EyMog5kRiQ0skWD9veth9nWcm3r2pR2IzHF+vyzjzpDtVOVY4CH2XLUqckO4yYJnsUMxZRnhS2aw0cZRx9Y9So07aIsAYIYIxkxICA97/C4H3yfLOC/d4hAGw6sSxKF4hKqjGcIldEUpsVPpj1JKydvDJeUiTgTJLR47onvIJgXMzRSxpg0ESf2MN0Nra+ldg5Cu9LGeqa8mLMVHqflmsf2uCN5zrb8DmDH2vDl2dNHx3M+U2Yqw2iCU+0cnKZq4KdiMBpDnaGsx3eSZABy8CFudzFL9XJfPmqqitDoWjZcUqvA9SlsGG4xKgL4SKvHLO0QpTC2lc3+mAO3pwHFKMrowxZ8kMtjNo7J3lLfYax6k+Uw9+AlOZ1F6nwEvVxqlkRN6Tffrt56zuGy69NXklCc440WHGzU4KFjwTsX9UjjzNeaRXzuN7/eLl74baZFIwpt/WUbC64Pi1fWcZCaV2ZCFSDdZ3RgKrhWmk1Bg5dFO2VOJ2kAQNMS934ESendz2fuPa9rzfoocnw9aURzycw13zDZ24kzGSOmAmsVGKohkokx8QTtASjVUKBcRiTLY9lERO6NpNrVy1e3cx9+0G4+bRpTnqfar9b5s051MRSVGZs7AFN1onLEo8rMoDUgcKWxPoa2bRkgbrz6cdTI3ojjPM9b2UqcwA7IMCg/TletdsdEe1RgMrDO+Oi+3tVtMWexqiCUaCuazXBXeTyqwVH5Xqjq4yRzOU1j5cKY9aCkeDjBQHYxupf5YOx1DR+1pURTy7lKRhKX57Odf3U6JpuOVGK8NjGwW11/pQ0ODZUdz3jDlHdutaDm+uHpdZ585vlGOI7M8Y+H2s6fG+l6q7ruH7yxvfL6U+1c3izd8D6uCAdqkOHVSx1Jn/EzdjfXdOpUKMygcRcVSXJhKnX0TgZf8gr6Cird3M3D3MPKDMRDdMl6jYm6UcAULukqcBIDyvviGfoIvfN+YN1nLoJk5bHCdzDtK1YShq4zRJ3i8sn5326fX75Ua6sXlvq4lo/seHPn74TIa9k5p1N/fFT2wD3d2oBbEZD6OFGFScwvcnUwfczEOJok4xJRB+hxRPah9lm7mTF+tqEbkomvigolvZdEj2F2dSrJwDyte6QfBqJQVVvdsfH6K/U0KnaQewklYUMZubAV1tVWvz/Mz0BVHj6Uy6G047Aeeynkl9IWrHel7R4TWGhzusZzPdxYR3u6k2iUfrFVW3CjHEv8MJxZIGbmPnbU0YP3t+dezn6L2a61s7mT/Q469bme8cEOzD3z7FdqyAsHQ7eRYIvZ5A9nPjPrcVfXVW/FV7HK/fL9Hif7RNL1L0Lx5kFA+T4J61F9+/did02O7ncZDZfuX1YgJuxvkI/L+0Di5DFp3etNFo89onCSBHEQq2wPZmddbxbp+ffe3q5citFqhUcT+feuro3yzD8lpe5HqBu5A06kJm82vuiUOz05EDiE42DS8pSB+FFj2WPBojWz+WzNfiR1odXOUYpPrWEiqtPwF4ZicI/kXbWZMMw1LR1Kdi00kDXrQaS68RlyyZLOKrRmsCx1qjFcTfrYQFpn53ESwuC3uWx3tZLgGTzIv7TLPqoBJmjaiTfidE5WxxaxJZ0EqCF8fPHqdqOOBpwYfEexaVTZcffbUowD+14nOF+7+d7Uhzr85NPLDdPxY97bvvXGD7azX3lx1OfQVb0Qgg9Rq1SfEcvBVj2NmsDBorN67xvTciX1Yq75Kd7+QRrZlqD8S6f1zfNi5vGzDeMqdFou1lnMMwxVGMLs85w3k38ASCLDkLiHvxIqikRQ5ETc/camIUXEe41nXngfo30Wlo+OWtQ7431nS5jqnCGUmRIygz7pPR0F+5mNOpr+/3K6KmvZaEqGGJIqmKvk3Qzq6eXV02VcW/HORsNsRxv4n5kZJCTgu9hy3AKIuqRb9Zp7pQC9cEX055lB7Xe5MBq5SGV9kTQm0W6mvvOKxWjUFZNrIVzVZhuDpPI4aaujnqzhO/WwzlTujini4/rkSufX87vVCHQUTvS5nb22FjiHvvJ2mNq9bFPnah1PVz1IRd+9dnc7EZ6ee+XF7emzZ8d+PJo7yDW1BXgfhnvFDNOj1qK1XHtS9ylBXDAI2r0bLl3Pk1XvJ6+iyliY/CbznuSrmQxh9hGmDF/DojuIJs1ELRwx+aaAjLEi8S76SAQZ7t7LYlqusF3xCPTRh+9vFz+5EKNW+bKBVFIg+pR3js3ylvO6SDiD1R1n3bz8q6nFhzOVCNXF6m84OyZJ9SYEZxsqHZfZqCaJgpjcAAhFEuv82D2IZJtRg8of5JSP3ia7MLqHoJW3WbvTkQBSEUk/EqcuQAzHjYCxm+FRHWz0TAo/CE82F8TsszgnONledRWmZiQ0FWpo7kGEspGVqUI6zXfvtndv6S63PFBnAKFOtlWDXZjMaNH5IN11fhAvMAeu6ck2HHY7u/F05y5oULbN/+Vbb29XOxv1G699q8N6z2bjpmL1llS6r3Lor9/Ja9ljs51sz6JohGg0gEsRYUeKda9oFz6YyBNtxZ04xZ0e+zAbaSbHgVihJSrV+N76XRURRyv2buU5RmMZTOIdHIuxgB6Q5YmxBsa+FHyk8bqPz/12O//B+71b23Wal5W7aNSiEux5cbDpQpBNEp08nAGdM1Tn4FQHoT3XPms6EySV3rC2DVbI07OzBO/eAzM8kiapkAqahsHdcKw44MZM9k6jUk0JYrhCCNbViDDjSLnCwI2wauV/FuRCQoTA7Ax9LgydAardsj1uiSUhUne8+CXkJkE6GDxYGkxuEYvNAQc3vTc2ygwwuYAaxbQ0h7O0nnvq+HQY7pT/HDGZiIV+nQ7sQWvAuW24bNFK1euVmlr18KozGj7YrrTPyUud6/DC889vZ9ty39CfxuVatFt0ouEouqo7jUrnZe/SQNNlx3q70qlrETytROg9qdcz4YQejSCIFID9jn3V73DuSiq0z8rYD8TAszh8P5AibFTxLhofGsR6nLym8NYZfHF1e/eXP90uf/ZpRGjAPScu5CKQlsMGGqO9/CH8YcQ7e7IT9Oo82JWHyUO9nD389HY1x+7dGBXss4jFLAsSKdVxNPGgXL05hMCI/FBHqQCwhTD+Oh8uAxKHlGO3YIJhtuCZXpd6xggYzjOJRa+vGiY9uSli2Nv50ki16zm7Zi/epiFBwEwelEdxnJUwtmzilwoFI2TCowXG19sjhF+Oz2qWM/ZrUufZzlXQkzbBAK7NPjEh9FSbRdt636Ih6ajSO72zw5L8+q8+NcKwQArqTNno5tPPLneY3JntubOdQtPnTIfDkXbwMQ0ruCtGjYOtOnSnXLjTYxXy5BL+u1e4hSLaZvFKat02Y8Gkv+2/9P1qLRFkMq5gTDXXlCzxRCtIbuTQYrQn4cqdNBC4EEL9OKD23PkPt/d/9dZ24ddvzRjgowaal0MVQjFanC+j+GHYW8uM4a41k/f5jFtE5TY4fswwUHvQhmj+KXkjGj8WFQUqdtLMVijTsh7msR3o45oWc2+kcvFMW2LvTLEx1GK4xVSGyBZDYJAcMOWvAUsf50xYTWJW1GsoNyNi2n0aCeYZFGX1m29iNGB6wOFU45rRjIjBTjWjlsPXtKQ7SSeN7Eg6jI2HoU9mZ52sU3A7e2waQzWMMjEfH53NYnJwjwlSOYFmyIsZcj+KO0fBFKsjDhEuPhw9TpLqydoJ8+KlFjCfORXjPT2SDuM90zFINusZQoofEyDrXHO/+MDzYsBiCi9SFB/cgttnuG7ixezV7clSvvL1uss3jHbtS5nfMsCyXWLgejdT4ATiaMUJWwTGDOc7UOzd997bLpw7t935/NPtfpXUXa/5j311P2ZEmzu1Tm4JiaNt+fQXda2uupoXnGecz+xQm/yNoU8dxkncBogFJsJ/GDjJY9Lk41Qt+Axyx5+T99ialUe6UZUJiJFmbCgOVx+SjYRD3KlkNpA66cbblZKkm3Wej45ut3JVOIWPeuPAPTA2XAVkjzp1xowVDKDTQfJSi/IayQvuetJaWM0zvIRDZQRbPFdjoD5P1qiqa8wy9a2RIiX1p67KlQXmeljP13Sqk42RHklSBcDEo/ZmcXR1U7jJCzajVsb1NMStOjUXL17ezrcw5oUXvrI9/9xXsu2enUNEAnXgOlgXdWgdTWZ2x2C8l11rtocb9+KR2uGpsqaz1vMM7U2MYrFFFqfGzbt7zNMEAznIcxDR23nGDF9eEOjZOw7Iw41f3tjefPPNYbRLdeWjTgdZlB8CNhDvBOPs9VYJZbshkrSV+2jm/IfsED8lhMDrnTt65LjzRh9vV2NSJ+qZEcEPhTjKXgQKe6DonZkjWpJdwL03mE0qxSfBUCTSqhY59lsSjo9upEXx9ouAwTo2XsjqZpgNAodJg+5AepEtNodmVAcwnOkE5pRzUobq0hlo7DciLymZVMJI1Z8dJD5Gmd5v+bNL4RAzHwvYZzqXPoQU58D2TMdHMhtIyMzaWeyTUOwKDszkrjqc7vjKp55ZC1zkQ50ZR15wJ62DZdR0iWkdQ3wamO0hZgfz6PZxpww+Wx5f+9qr2XgvTR2HPMoovoaKOJM/08RFYggMP67hEwKpZyHgGOsQMZaOLRBSA747aVaioSGiCo0tQsCimCwXscdILD5CfnDuw+1v//6n20cffzJbNt2PECUKnmyOJvQdHpG6gG0MYNo1j/gtiO1zr8ow2JWH2OMOySZRxhwo1hb1p7PdBlaV7w+kGKL/WveaEWxCpE4Dmy3Sx1iL6Hun6CCiPBnZtskiSfZmxCAIAKXUMMSNdPPc15SFOUhGm/XdTj1pPMcbLtJz1jBsH0+Stj5mOkEkIBk2M1FicLDOfmeFI+JMKYoBNKDT2WIi2NvtdGrucbAfbWrVsT6ff/FF0pT6Ta1n/9WPaI5aPew6GGeKi34kH2mNrmuxTCo6OCtwGA/D2O4CTmexUfCcSF3PTJoyNnHA7kznP/p4+97rrw/zPbHFERkqdszkjnQWBPYqEx/UUPsbVgt3YdFc0wJ6v2YBBIwkPS8mWr+ymsDJrtspaIVgiqIP0Gjz1ju/2v72b/9uu5Q9YDhlScaQUeXC50xJViCGQKijeleIEJCtXutUlWAI4TMBsfRaH7V2oON25KFDwBjmJD0VgkhEU5SmAZSHuq5tBQYV02rD/aigeK+4hora4h6BSzuO3epATZm+7XlajDrumI1UmoM2ynxJ8OrSe+EnYq5bdy5PXa1OhxVxLI45Vi/V2QwmgD6swS1lGbw9V1TlRwS4yG6ExAPFd0bCNLQapM1u1Nj8NEQ81SRJoynmzVnkQxDeJVExV/bb6dSnlfR6f4bqZpauhluPnvomaZkcIWhgxHx8jtRsMi8Ga5F4sHOCW0Akrs2ndVxeS8p959uvB004LH/MszhgqD9PnsceDp/DZJ53d9KMU3dxgWphvdUVnvsiDM7LWlc6CHbPQl3IBWH9JpF++ubPt5/97Ofb559/PnYBJhm3RHG0oKod0au4renj/Jk5UbM8FOIw4uFDDSjzO8Ji8S30GLXbVvFHG3C/nehn4OIo02vYLMdCIlWDEResA9akC6yIndMzRjpWs4o3kypBXBplU51ULSajSgyOg7mv4CtxHDVSXz0jlEU6ajxFBh81Yk9czQ2c4NHoOWfNRztRgcsolldlV68HTIikzuohy41TWH2V1YO6lJY/Dan8Gdq7d6h0hQ/zpUfHSi2Bg31NlDzREN9xO6VniDEZ1KMUlbNsO0ygQ+E4ctPSR+IVT++4bGdHANO32MNGJHQsbsZ8zly9nBl0q3tt/Rtfe2V6rgNvdV1mzPpFgN/F11RoKrVowsUUwAsZgbaqh/JEoThe9SyTufzAUBDuM/b8Nz/9u+1nP/15rSmfWNKKzaQSEAeg2UAmRJyk4wunWTlrt0N1uRtycpCZnScfO76n1j07d8cpKogRGMlcDLfAsQNljGPMRPKAqWvZKVQF5lUjztWM5phYnvfu3RwGoFIBSM3N1KBhAGqnTwSZYnqneYF/2ZBwEo4CClyM8Vxl9RibPFB5GM5R3STvwB08es22vzeMBSdlvR09c3Y70nqAjz76NBeOOX31EM1IDjHa2dO5IrQ+vVX1oJItgmnzj3F5jHSqADaafUEON13e4R723IUGvc3DMbV6DxEK06DURb0sotHgjsekeukktAU60nt3os0RTXCAaCvgCBQ4+MUvf1Uv9sb2Bz/8wfgI14If0RbOivY7V/lW2dVcwk1/w2xQSi2EvkU0xt6uVctggPQtcUjAQHoge6PzF2+9lUT7WWe6M2DLtopoWYPc0rAfLGmT3lGHCYmQignZEfVK62myY7g6SAeuBaXqNcW37XHRVKFg4iYgkaiDGRUIRvutAT3BN60elWf5HZFWeQdaKHKotAb/9Uo1EHDrrY7qrCXr0IANoy5JuuoqY0j2GfsQipZMmbgzFFZ5pztN+ekzrRJjVxbjRIPnD2pN3Banm2lxvB7rZx3lfage3ktnv9qoQBKjZXZxwPbgw3NJrs6wutv7VO+Zjve2O/n9do00hkztz2KbypmJpcVhJtjL93CMRpoh5czoCH5rRklbM4F1JtDreCMvJL+6YUZrUZkhwtAS4mzrSkgYZ36Q2kQzNuDNZkOfiCntNWKa+fu//TDGf7T94Q9/vxnTp6azUybhebxo5R4GIKFs4W1osB53OtP7xW3FqeSA9w8wX3S6+0ncr1ZBkgh/7ze/2X7yt3/TUrF1et4+DpuLsa1CWiKE6XVxPIKhpjOt+I4xUdIw9XZzfnOB1CLNz9eLGnWR71bXmY2hbMkpGZeWU9IhALYDvXQW3N4p3J4gUHx8pFD3STv2ojKsZDKK4FRiIwoaCKZTd9eUwz/AzmPrEAt7ZFYvZWP+554+Fez3tw8/ujhpTiQhrtVQQlDSJVsqyf3ocMNEX//B9tK3vr/9+pe/KKsaVI3matuj3mw6lSWNJ+vJHqism/nUMAp44GE17iVtEZZf8sDRU/XQmw4O/oa5bESj/kDke8RgY5sE8awYQ7Pux44ukvcaNxsVzS2UORYTUqMG77l+btZJoG6p3Vsxm6Mt72TPvf+bD5qBc2b7B298P5Mh3tjhAm5GAypod+EHjRs2Zw3CYGiekWpdA9oukgQyWeQNhxGEY/Kzi59t//4nf9O8tFY7pSJIFUzWTzhBnACtQloXZpkeUMzmBJSjeZUdzTM78pTAREP38pbmYRzEwamyzno/FHOO1Cmv4aiAASPYxItMESGp2TNvOXfK0dPZarN8zZ4g9XZzrpol8nRIm6GqJI8WjIGpxEWOxWsk2ZrwWD26+Mj27weB1SdraCQzwr3y3LPTg/u8HtyZJB1cGSJzRtXp517Yfu+f/tczE8Sa2dde/+72aWPDDx891ShKyw6D3xy9AyaS1qBm/LP00B9fDeGVqZUajI8a+R3bcoENFh1OttskprOLwMCmwYRTGma0SvlbTY8uGhkpL28CwLrc2cpVY6o+6LAfRludtIbhgpntRpLfrSGcOn16e++993OuH9m+853vTKNi+y3H9RImsVhQopFGWY84mEauTmvuxZBPIMQOo+HHkrifn9DtXZUw9+zv6wx8UTcccoYQSTKLUrwn9ag6afWU5LO4PqLX6G/eN21I7yhRXskM2x6W2ig/K6QgV8dDJaQddofzgcXQkomULfSIUKSADsjsEFl+aDO2Sy2wiW3b5VrppY70GelVThDFopu5/WBV3qRbZYIJ4fZlTutUbrDIA3FdTgvk7ngmT/x3v/7q9rUXvzIt+akY+lRqyCTPB2eaS/b8y9vr33sjdZRNWlkvv/q17Z1f5+zOPXSw/eYONp5L9VFlVXkaXUjLTIjpK/dITDaH9HZvr5CT5U8in4wJuHKc+KIxHwsfmA/eOXItcnFyi+3pp+6DJ5s6N6EhfOu10lKnYyD2Kk3EViyo/IxsrN7xnGQTLDO6EF6uJWB+88GHdQbbPmMwESsVLr0rMNcFZ92Js3qjkWkFrCh7RhO4b89UxkBVIu/fevud7bcfnAsxVTK8P6x3iPiAU4EJV0BEJW2sFZjzn7S6WtZNlQiLmVRYpJi1q8ob6cawrwzlW85nr44ZOyUtU6ycpOKN01mcInJ0kkSLE4tWOMJ99vFHQxDO1dNWFvWK6jiVEcyWOtYkQ63dpi0jMXqvqhjatB/MZrwVq2uEbEpw2sVxLUJJ5UPNvUM5XsszJuDQvhNAz3zzje3sd/6gGS7nt8sfn9u++vr3tx/+8T/e3n/v3e3f/Pmfb//x7//jSGOqEnNgsiFW5UyPsTCmBwl2tCnxR+OK0RTBcjjY4O/kodRn/qXQMQuTqT/rOaCvdjEMRnWW9WBZjxoOSDwtkmSkZsXBnBjWyM+pGNb63alvgMHlmfboZU7cTqWisV7qu0m4P8qRzK6TTp40GXMFOeYrOPAAw6GQnnz6x53iPLl6HpXYS0xG3Vy+fHn71TvvpgJqHSMR9uLakTUZtWXAXsMYI5Emj8qZ8FWWLvvj/D+GWB7lRzLM4x5aDuw6Aog7M4IrA/DYyrmhequIP+qmd7PUr9fsO45MB78+HQKM+xV9e+WrX9tefOmV7X779d69dGEM+lOpUFIAUUhrf2Gy+tW9LHDUQkwe9nsOJvACoWsYL4af8OpkM5jjLcyhIU40k+Jkp6oce+n17Rt//Cfb0y+8vN1qEfa1FgszzDHm3/3Lf7n9+C//35AfPisWvvjPOE0LmoZ2ovyosVNPPb0998JL24MbVzujvgUrbeJwx6Lp4B16RHQNrUoM4xqgvzf2V9pk8I7ocWL3I5GnruEqpqJaderYlbwFyrzRFHX2q3MexgsQQKSgqffOVCibwr3P5k4Ff/bpxXyql7ZXX341EJSFzlVih6ylNRfistm0Zy8hFNAliIDrnn2wKrJ+uCAebm82P+pKXL13Eqq0lqICCpSY4c/usUAZg+pS709gGZfBGLSrvNsteMFwVlvZUwOg1CjkU4XJrZiNUd+Sv6SAnuvIYkCG5JlgiScinPjmvX39m9/cvv7at1I5R/J+P5Pn/dj2re/+6Xbj4oXt5rm3tmP3vhgJ58z3x013og4fj3Rj6xg+hwy1T2XmzrBu00wV9g5JCqnMBBL4AMkXkx48dXY7/uI3thMvvradfuFrY/Q7YdD5A1958eXtk48/3v6P/+1/3/6vf/WvSlc7D+A7wTtMDocxSlVoiOiF7Vvf/u529vkXt2eff2Ek6Lt/95fbpXqsdx6TIFAcgx8/PTNm2KxGQUg3kkqDhwf4QxP4snUFdGEqN0v6pPpKS9UKMw7NKXyjyQ8WMJvy9CD1bmoYVJB8XCgz6zjpOfMLr36x/aYOw9kG8fVO5/xTPNDlG7MlrgafWe07JVZmgzgAYd+uUR7DrVhytYwPU0sfnjtXN9gJLNlcfUYu8GOFrAdxvLWbHITUqsmBJMjy1KeKItZgZSctGLFTKbZEDGMDPL1OINiZUS3LZhZ4UC136/WBTKBKSNP/qlnR75Xm87zeYWh74/d/uL301a9XaSqwXuMLL273X3p5e/T9H273Ll/YHl3+cHt841KjGhhuNTtOVzsVUV8zsnGqlUq1+FvN64dIQ1dTXvkdyu1w6ETnmD774nb4zHPbqZe/uZ36yivDkNN7jbCYANxv/+rt7X/9n/+X7f/5i/974DH+OvA/wF5LXWKGo6mjH/zeP9j+8I//0fbNN3IvZHOe/+1vto/f/Ml2Obtre9iw2rg/gi/c6R1iBurTNhPUsLIR+UiNhF3mHXyO1IHPMSesQW1UI7x7zwaPbKlnja2w0t/KJaPzgK63U6lHduaRdRd6ruNdiFEvXrrc6rgrw3yxcfWBy0WSfgYWv6tb4m4XASapjMqaMN8uAOH8X//m/WySa7vMRCLN0D7G6j1A9D7YVaTgGOnd641yOWDk/e/q7WHSVGnEPpwEMEj9uJ6kaStr48Ad8CFhnLj9gk+L5eidPCKS4TaA8NgL++DCJ9vhU2e217/7xjhMuUPuNwsEck/HGMdefS11/J9tty99tN3/4rPt0e1W5jdd/SEDvoXAo3q4HZLK99vX9sip57cjT9UDzd1wIEQfPv3MduK5V8dBe7TTVA4VxiUxe8dVFpcIYl+/fn378Y9/tP2f/+JfbG/+/BczEB7ro3y4q5keqj5mnBWkR//s889u/8U/+5Pttey75158dRbtfJGaUrcHuTsOP849EZORMGvIzXjsWmuB+PyWazoRybYaPNqqd5mMW8jiIJcGNvRp5dk0yMowPHWmYS/CBB6P9sGUA2t4ZpNzgmuIt2M0vdQrdRJ/ne32TBpER0O+c2k9PuuBzQYE4OBJLVcEuCjB2CuBERDVb/vo00+2Cxc+HiKPsVw62wXEF4MoYSPpJovFEPKf1kVFYIisMi3nYOoSq8qbj89siERgwzxn1jhkmR5KJWByIwdO5rteD8iskDXFBVyrEYxtxxFcXMBzgZz78Pz2z/+nf54Ncmf7J//onzRBMJVzSyMiSduIpUZytHWWB15+fTv0yushr150vcLHEetBEzXjmqpP5SgjF0kSB4mOtOr8UOp8YIvBmAq87dKqAvyxfUj9txsn/rM/+7Ptz//1v27C6MWx2WQIz/C9pwNCI4/pS8+9+o3tH/83/122ZvUp8KjeZuXcbcjuwZEG4kml6EKa2VdkXAvBIAfS6CGmKmOgm8k8mxCGFzQY2zQaafDKo2bHxElAmA0CtlNNJ1+2npOr7ReSPR1c7Ljb2XfHU7NMJp0E6hqQt5o5bcD+m9/8fEYyRiOWl0s58jVGvmokZBhkIUBhkIiL/FGvlv2fP39ufGpENeCn9VIHPasASTaGYXmJA0l77/eoKVn2Jz6iYJJBeAyUHJju+6Hj7LQHM335B7/3gyp7q9Nf7mxv/vKtVh19EZJtrILhKgRzRZTVQKjVVTFlWJD7m3fe3f7H/+G/3375i59t/+2f/un2h3/wD0etOZpRazWT93G/B8uTaDly/Mw0BHVe6qXmUDmYSbkzhFM9lyQufTNYZtC8YsU3c4TEPd862B/96Efbv/03/3b7xc9/PmOqdu0GINVZYbAwzxqbK+UXMzQLuQ1iTGDkf0MuY5lWUt3Q0SvE7JCBKW5SbzaX3uwc7hYTGGdlp5KSI2HKnqliyRQPAYmINuoSr02c2WxQ3uIGlj1JLPqmOgkPjK9ea1KqcWn4iNkr36gCe9oBI++999tGUp7enm560uKhqSVwp9YxW3fr30+RqkwFiuAzzBYQH39yccbyMNkAW+F+VQggY5RmiEIAxjPXTHfdMMgTo3Qy5j6g/syjisjdkzbHrBulhsvfRMlvf/+N7Y/+6D/fLl38dPui/dv+w99HNIyVlHHkIpWh5zXAaxgD/Y55wV7YiVTe7aZC/1kG+Ztv/mL7r/7kT7Z/9k//y+273/ne9my9vFu12tttZjN1Ls2cyRDhuu0BolaDmPo2JWXhJozUCCGa/1BPTp2py7ffeXv7m5/8ZPv//uqvYvB8kK31NPitF6rqcFnUIYQiEJtWWG/ke2CmaNvqqxV6w8gk7qXsIau21qA6mzF13VgrhqAezCKRL3xoqO1YP3bvyRqcWihi7PHRJRoLzWI1VrM8+sMJw+zRwnSpJbEWo/DRmQVyrPUfJipYKK3Do2mzrUk5C2uYKR+cOzcdhR+cemM6KlV0yh9cVgwrdei0ELGIV/hwuRf6o7j2t6mlK1czkos/amv0PsbKrukewveD2LrF1S4mLDLiJYaJ6Sdzt1Q2YlKnfY3aY+dBlK1KjzU4/9prr23PtgTtWKK8FZNzGJn9xfQGzUABtmv4bFBW+QE+rb23e4kxU6eL9P7b724XPjy3/ejf/bvt93/4w+0f/tEfb9/73ve3F+s0nMznRsVMpmWMqeTlQoyGGkeaDT6qF4cunHBov3Xuw+0XzXZhj7377jvNSK6322RPKm32QyuPMUn8gmvyBydC7ApxV4GY73T+LfPPvDFmy2n6Tvlylntmx45frnwCJbxm7/UrPnsK7Oy2NXZsDl92ZtKMNJo6EQ5oFizimC2i3qpvutL4SGM6frczZ87kGmniQuWO6qxxYlIdP+/Z3piYa2Qx3badv3Bhe+nFFwavgTT0Ua4aPXF9jEoTVI1VGmS7n+3Tjz+La8+PnjYWtvS/9xG9MciRdkE8jNAvYgxjFUPFOR9NexmVExFItJkfX6uB2Ko60vA4Ivdnwcpr3/zW9tIrXx2p+R9+9mY22705KW9BBbydFJsKQR2Y53uQN1/VQYjKHm1evZkV7/3qne2DjNkf/cVfbC/UM/3Ga69t36qsr37t69uLIenpJh+yVagbiAUdotxp9sO1mEiv68Nzv90+rLvPrPg4W+VyBvyNDOvpvdYYlDXqclr2gmExnFA5ugpfLaU7YRpfA+rZRJ6HQAXbmuLtt39VfjRILqAqZLDc6ME0+lLOIuiYiRkjJ6MxaCANm0zepLOdLzMuY7ZU5U5SchKzx6yxxTzjnooOTJVb2WiYyoq18S6EExqDJhumTDjsV4cxDIxxf/bZZ9snn30yU8tnBk4w+FehmW41rWpkukquqg/HhezrTSl55733UmdrWAITPUrGQxSHq1amgkT5nvvZL5hBb4YhrSuOECqvUDhWMWrA1JZh9EQ5h6pzBp557rntlYj/zNmvzPZYP23q0tHU534/jEWMRaCxYUAw/8K6poxFVnBO/SobAmfgufKvXrrS5/OY7+3tL0OmXpUhIM5Z0hB81PtISMyWo9RwEoMZEcxy1Rtkfyp8bLyI4R5LqeMOk4X14CNsgd2z+x2880Tq5TsLFuHyu5VU+Xn25pV2VJebD+YJrPLqa6RUNlVplDCGv7Bg4hDWS51FNYUZGxa+TIYIH2NTfYeb8Tz1KD3g5CEtJiMcZsImu61yaTkM5WLzsXupWY2SdCPxjhw5HbxfNAOmgfsc3OAC95gdM9ZZprCzqt73/A9JN+sHLuRGUIgWIDEv/Qy8BxyHoIyIaQYoFwZhhVCkYK9meKfgUVUqo5InmkSpkpypJGROEhFC5pHtqaefTYU+H/FPbT9vWOy9bCF2RFmV32qx0yjKa52JKXzeDkFVzzWSAyyrQhO27oOxOuzjGAnR07pS44HgSSFdeTINVld+EWqxFilU/ZIUj4gaSBmpWqKYACQuv9PA5j4mlLW4uzfuVxuXbl4sX1WPcPpZEgKzqZohtX1yMzzU7X72nAaE8CSXOt0tzLDRoSQf2mjwyykr/2WvsYvRgXq16Y5eqZVmXFeYZ2YAaZiVK0x6+Dd8pbHSZA4KIfHAQZKeqKGCj6Q8f/7C9tVXX92+/fq3h15qXIX8kzRQGFp2v95RTBLao5bvhfQp3/Ejsa1KOCqSuiFiGZ06A5hsSi0+Yu1bFkQTq+JNb7IKIqyOBELZX3dcIv2ezngfWyJ746///V9vd/LraRQY1mcVAGJX5akDirj87m/dVM6SNMVe/xO2izww7qcdzWyIytFC3Y/ElQgjla/e4kjHfpMxQzBFLYZSlrvi7i53E6KzMdl8yYgTZRL3wkvvY1zSXhl8gm+99eb2ca4mM4rN/IVPOJtmMrSiHpWgbLYcV0dxynzMnfIkpahPao524QeFc0XvG4ZpRWZ78JGhOdpjtKF7Eh6NbxjlAUO40bk7lg8RM/sYSdCr/6LRhM+z601HupB5oTOhXlNUcB6U0AUNozLW3eCXvUWN+lVRXOyDufa79wAOURBDS2ObMZ7tkwsQZU0rCoEPG8zVg1HakYZCtFatcBAYQrQ4bolnnm54qR7cpQ5m/asf/3gG4ksiWWX16XeRbZWLwSFzxVlEmbogzgSuGvueOgRV9F/XHhnV6wlmdnWldhBzj7C9f2/FHBLPu8HdRIOfnaqaRMUpvOzmUoTPykdxuzxEEKeGQUKRmvarM09wryFKNm6Ngal7IxM6DNTbNHBMiLEsLQynYGLDmduGDvBhwP1WvW82m9MP5Qmhdxo9YANWeAEYftnhJhWQdDoe/IaYGH1OWFda1KFrcc3eNS/PqMhTZ56aSRcfNTT3y7d/NfVZbq+VXpGLCA3YLmSFhCpsUPbTDD6SzMc1arJ3Bo6HAUMSm2xsoQiz1LJAhurypE/vJSZj3+gdYU7xH8R8kMUAt5DXwK+EdL3W9NOmMJ17//3CqdrFXjuOmni7Nh1BSS+EQ7QlRcCKmP5cYiyarpzYRyTeALp7J+qEVzcmwTDJynJ6l3sI9o3Ob6/ns0pR0rrr1cAlzcBQZsNkULOLvG8QUilLfpgNPt/79bvbB03hoRpNCYdXKu9ODmcTI7g5TMHnK5QPWix7lEaqURcXA5FiXDr3bI/a37hPwjeNQ8to7KQfmIxfk4jXO+ceE3p/tR43pjqVA9xWYMcbkDf+ahaIaVp3k2I3cupS7Sdad6quJBuhcuGjC9lytvmCliRbfNM9ROBbvyFHWL96GhjOHHjSzMc7Gc5eaAFqqjXHH32uhzIjCLuZE0eaG08MYSj2DYQtgw56y6dmfz9EztAURi8ftsEZQx69/6u//svtUd1xPSiMgSDz5aYP4oGH3cbucGGWvqZ+6oTRl2KZWk6cAOk3xlZI8K0G0nNxqWPBZTJ/+8a3GAzOvJV/yBu5CV+rvEk46aUVF3ljaLB6uTLe5Qvm1YkRZcBGjJhNz5CtxraFa9dIvPJxtJDLHiIjWeC1cEy5GnV2mkZd+Kg4DTc1iV7jEwxmGkR5Jk4K2w8rauAG26lVi4TY4T60lREDU7JO5iqhHq3nuNzCpus5n/eTN+/nj2M/TicmpsW8o7kAXIH/P2sVLq7Tw7bWAAAAAElFTkSuQmCC" width="300" /> <figcaption><strong>Sophie Furlow, BSc </strong><br /> Master Candidate (Engineering, Berkeley)</figcaption> </figure> </div> </div> <p> </p> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <p> </p> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <figure class="image"><img alt="" height="300" 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Ve2DV1ENlTzRUSCCJRTl5w1KTMIxbzila5iFKp3eyGFvNNPjDrZDGdWAHEGuoWOkl3YKNxM6vdinXDQhH9HKQOU8qUpcfD/lCfwIW+ukPO8ygmhNN8PfMxP5RNRjdI9WYUnUKuKLnLodKqApChkEE5OjqdliMKVlhAedenRgvvddVEn84p9t2vPK52G0xVpZfWyDDZc5/mj8lwo3NhAYoLfsQV3XQclPavJoHW9OM8J80woaaxevnwZOPdHZxYOI16MB1PZSOxHSTFOh5k3TFMKkSw2yRlf8srdaHZ4JFLZMBY24MXHb4WKwtegKYrALGiyTYVHzwzuyBkEjjOMjxIP3JHfRc2SkTmS8h/lhv2krzovpWcozGgdQ5GuxGARXVPGASH/8PCAcc8RjlcnricS+A5eXv0YpM/VL4pYOqkbafK8zuMHt9MYr1A85i00+E8YQ858hvJAULMat5X8yS4h/h7vKNZtp7fxsVHGEUnMCanutYufU9hoPmRJYxhp6QePwHuecZFGPRiRMh+/TIdJOfMwRBazzeYTIV4JmckmVvIHP0Ed0nNLn8EvQDAKB6gyDf06aMe1MstYg8f3y1g49T2vb+F3Tg5HlCGwlz0J4vzzMaMW7+sAQ6H2zNC+JhdeUsiz4En0tPFE+RpxIpEPVWi8mBkuA63DBrRwhhx1jJ7qOpqpsO327Loosbh22VyUBXUB+F7KEkuVfdGMlN9slSJRypFWqHDC8GrTs12OOWEpUFAnmqTCfHAp/Fmq0wOYZEId00jXEQf+mI1FTZnPySzJr39rmkE7cpQj/yorF6IZrwKflXYS3W8y8rTFa8zKToLCT56E4l3x3NoTsMO4yMub18/K6krb2txsyys8YzEC8CmoVxfcNUfGiIEF6sAe1ww853kUWlkWeGzQr1JXsTp1pzOVT9LgiC+st+4d28IArVB1OGtMOnSqg0UO3z579ixgyq4iAwXGJCxoMSm43/MCVWEoVaTQ9BMnr1VEeMt/UjMMX08ps1d0L0SKElry/DOuDiLyiQzjhFmxywayGA6UcgSrf0nbZQzqkqUcmVX+PE7FwYI2Ijt90COsTtwG7zXeg2dpWHJKquVQR2l0Pq8pJ0zHOl7ZTHiAsb80xWFWbulLsSp/R/cyC1G89KnyFG7ikoMpiry8lsZFHtsLJxl4L6O5ydMRe74IVTauRR5+xuVLQdve/l5yaPEMyeq5XnqanFKGdARyVUiSGq7jCkaBpMPve0qGpkwLag/GwigFSqrLjTFhlkL03RSJhtFKl1BPBbQcDmDDQmTDTFilO08Tqey+NCRR8S6ZVX6x5hhAO1r6spnZ5MOj5Cp78JG2ZEw6BxBwvkZ55RkcWY2lql6IoUdwocpWHzpFbMcJba8H8edpgijdTGzi6i9e2dnMOQx5BTSkmghFli8H/0DF7Z9aUhL6GrcChGPpfWF7O9wc5wUz5YAJduihKmGkqhBzCCnkQC2i8ABkqorinS2g8j1ErqGGocWMscSZL3xPF9VEDgpcO6/wCN7s67Vj6p2jPOb5zOh0ktoiDM+Upx+W6LRatcSVQ6VMAuq/dBnlUQ7wlAdeQ87oKcgGwVW+ClZUHLkEhBhpZM7sbmoE+S3wBNecCWKPkjdkD+y6qm/Vg+nvx2rNsTD/zHfKIt+uRZhRrjFulSMwdXZJaVo9CnrJimN3PCXgel4SqsWbSmihgeerEMzyI1HIep7xcbfOnKdorIEhf4gaBRA3kwQLRDx4kQFNjDtRdMGmO1Y3gjwGyOuQn27KvPovflAPDmaNkDhfspR7cJRPXD2ib3ibP3OG2AakyYjFqNgCl1e1jAUaQxAF6WzzITyARX+v/nGVR+QQiS49HZ0SLznytMyBT6yniJhVsPCtRHj3DDFrpWEGTZbwwWboZwawYM6hj7rQ+VDnNX6mo78RycE56Tf71OIlR84GEEchhRS0DNcxgja6YfnG2JLyt7jkI25JBG981UJnKTMrmTRdBkS17SOgM+hKlz5WTdEnW3wAHcWc5IuTEKTi73fkSJPyDaQyirDRHhWk8uU9OQOgaACsWld4joV0+JZcqfkMpZQnZE7ROJq8+izR/Aql46BVfXHH0EMBYkROiGpZY/AbXGK7IgakfP6iT6edMegkAVR8LqoIk0O/kdW1DDw4ZJinyJJTrGaUXW9uklMOgkrTW7xiPRhKFmN344U5rGU+7DkEePXPvAoU9NTPnCLdCIO/vGWU8YFE8pCxH/LMTrwYzn2DR2ZaWqHySG7XP3wEID/8QDHZ46aEy9/PrDUSRX3Mr3GtdHnQZdB7JYSv5Q296dqL1BGDjyOmR7UlKgKRqkzS90+y5rot07NQts53L+/IEyYP5VerMXK8AjRYCD+EOppV8IKYX3pUPYjVc2QKj++P18UwlO1KNxUIV0hHzydO18DoUCFxRShvf/8gGdm5iAKDkQSFGkSjYcaXZYluAc5EdBVCVdDl4A0+IUxijgZGI1/5GVjP6RCdwjHCppiFHy1A7NtzSrexEUPlhzsSzLAE4V3ynYDXMf+hQ+HIW0dKinjJsR2ELnm0ir5tYLA1Al/xIgbMs7OaZHk4Q2CVTTlyFb2sFXzVESc5YdvHSurhZGbki1F0k13UofNKHvFiVDJlGfbCkS1dyiN8ohOr9KrvTqOBJPuTULy+D5bva2NZEYR1HilrgXjKzDdT8FyzSoytsYxB5gwhfajBdIFTRhL5kWdouWq8yjTHYGUVTvGsbGGieod0nQR18oLNWA1e0lYlDJpZjsR8yKhCVk7uzOwGkpYo8nAI4rZyaYvSzXlmDBz8VUekatD8rO2zm7B/uNcO9/bbyeFRxiW+9WCVNw/4tJRj1CWuvt9kfX0No7sGl+MCPK/HSz/gndYU1tHIr668uiWgcKlWTiHMHkAdhWvbwDLT7TQAUg9p6gqWOoBnnZEMYejkElnwUWRn1/NexzOvpJW+g+drRMF5vR6G7dWkZtzK6XLVibgP+XjTRRfsdtJv3GW1shwpRpVlUjzQFGpOcdIqWfhzBMBHmISDiRpV4WSmcChTM6AZfmXAU94qLqNegOIlreoXj0EJSmAj/bqFCzsFJmr9cRSH1zfgWhhgn/Wk4/3D9nL3eXvx8ll7+eJFe7W72/ZevOKlRc/bHu/62DPNC2f2cEBlbayttZXN9chcX91o2+d32oUrl9vtN95qN2++3c6du2Ah0lI5A62X7ZTSKbvl0k7IH2nLN8JwulH2lA7Fg5HCUlc69bydJCZvxqXSobXc5sdRFa1NDELLGYb813NkOeOYOLTWvPUw5YFSWMB745DyRUTpNHRl2yJ2KR14mdLEJIyLadRSSYSLOApr2jAxE2eEjptk4OEycqNyGaM70CgYuOFKOsWiqxs61YytWs+plQxeOIV3dXPFM/rBr/Sz2+28qeg9TkW8wpkeP/iu3bv7dbv/7dft8bcP272H93BCHWw33ejZwjIt3VE72j9ux0cnvGOFBU+KaYt4KsuFk+wy5G1O8N3gnSBvvHGr3Xn//faXP/6bdufOD9qFi5frFRlT6UelCagKMRbrWX5twScaazv+B2zgleWLZrKPmYRh6YGTlrPz1W7uJadFR0axp06h0tGHzQbt4Oe1AjkSqWMUDhFZpXccqaNMdQHe8BmxQ4gwWazSU8gm+zQZ7wC1QDIyozqOMkDJK+4yEi/jYuN85ChdVXXpF3g3ScXDReyMNUwJL9eY5WWsFw16buc9jC39fEjB4ZSm3oE+tEtLy+h32g6O9tvTx0/bd19/3j7/4x/aF59+wktkvmsvnz1pz18etOMDXxq0xHHs1RjklGM7h3SxR5yS9R0wPornW56mww0ON6A4OuYw43IGcZy22G2P7j2C9xftd7/6TXv3vffa22++0y5evdFu3L7Vrly91rZoCWNXbGTLO26iGtf20nS7D6vk2o0U+5E/YIkBjNX4wkSpk3ACr49Sk6w67fni8WcNh1bC/16YywuNuqu8lJJxie073qx+9KNkloKQRAfwfENXdbW9xXPMMsZwpUcpV2oW/VB46CkGHCuzisEdpGKOoXTEypaHoRxE2KywwqJU8KtSgyw+aNE/gJJuVL4KHUYwGW3hKwd5Pnp4v33+6e/b11980j7/7JP26e//tT199JRCi7NEl7rv+9mi/sYWdyDCXtLi+YauEycHONgyr29bprsUKTo66UChszNecba4giRl4ei8+MfR4TO66Kcv/tD+8Pvft53tnXblyqX2xltvtnfee7/94MO/au/+4Ie8MWkT89Cy0e2UPVIYC1QyUpaUruTOsis98ChjlbsTcAnAaw9Ti6P+wDIGBEm6MckID760W1WL9pnVw5CRq/ZNfYVZ9JHZqE1xEka9BRd/IMO86AOP46Nj0ti3DKDgIp05RrEsYVG9VwBkovYCKdl0VU7xiPIqKlq0qWscA6imSG7HkUFgnVdMESGdeO4CCcGvrodJymfL9PDul+3Tj3/dfvWLn7fP/vUP7f6Dh+3QFivOtJLx2uLSGRvz6+l+jk+P2yteV3aEMRj8tcVlXlvGTWjFHPEWLScIOrgfb8wGrYcZz/BQZ7e2hCkxU1jfRmXPodqPnjxvT5+8bF99+U375a9+2f7yR5+1H9MNf/Dhh7SCt9sWjqn9Uga+UyTLQYi9gaSiSAfNr27Mfim5gaMT1zJX5c7zm3gGp8sUjRA6OM3q/HVdAg9u5xsfgccQwFW56krhuTEFyNgGSL4RUkghEi7OQnW1xuMKcJFRCEBJeC0RMljCVKK5ELrIK3ipOhBs/qUddF0IRGIHOrGTssLQRXmGwTO88jBJzUpf0HX+4fcft1/+09/T3f1Le/DgEe9hYyy2zESAgZmOdchZf2ekC7RkJ4eH7dBXlOFkdqm+soyGCIeje+XFlMcKRpoGPeWQpi2lLxxc0Ll4ueBQRAeMo4Be7w3s5WF1VL67B8yQHz1vP/vJT9qFnQvtwqUdXlD4sr37/g/bOSYmMXQKmeLxhRLdDinxsEn0EQcAGVawWcnu9eMl0ofRzPeGoVUeLVxwZFzIVYxOD7TKEqamZDgs30mgHejRT6yggTcy4DqnQudJzWOPpRVvEPNPafEkFjNMdI2KFyi5XdrIIUmFJcgkESumFK8Mta+8xPrAsswFhf94T5SWQOXrYqpnYEaJDVW6GNouOF05Sxg63L/+9tft41/8DMf7Xfvuu295McwLdFmP0x1wwNJJhYNrl0Lkc5SV83I6K8Wb+IR3uKnEceNKmaoFwclKGPQaji7C9Fx+9Qalu2rqyFlG6WXL8jw0L57vtnv37rd3X72CfLF9+fnn7dqN6zjixba2stZtqAYz2cqZGaDbQCHdJsM0guZDtWIDUvyKSAsTsEFoB4Nu2541lV2kYKJHDcVs/XWcsJjjAaI2CfPiP6Lh6ZeiuRl98szXHntDLA9nME/iwUB9kuqKKjCzFjD0WAvQMeA7qAMaWWCKa+ELLl6x5Zv/VCRZGnyENO8mIFKmWo91RmEL3DkeFf/0sz+2j3/+k/bzf/rH9tVnn1MoBv3yX1hBz6W2u0fLxSsTVug+c9bNfNbizrJXw7iMIqhbQpczurcCqgI6wHi0cp5jHGWKLhaMfC9VKTBSx84gdsHxzPvs08/o9o/b9s65dv7CTrt+5Vq7devN9sFHH/G61iu1sCqjlKFzgJ2+PvjFNl1nVR5wQdEhckt+WJkW0S8ANjAjGb4ihV/nlKTlqbS4xjMZ6rB+kWlIC9MatG5NRcIkR5A9cXiRmxm2LZ6MxsBTZilBLxyJcC9WRiumMnGofocPRVM4WAy8KNM1DUz6Oc0jW5lDwERrZVVG5BB12BAnQOnf/vqX7ef/8F/br376U97F8bS1lfV2QPfpuzl86+Q+L4fxfc1LHK6c7tbBmy5WeeHPl/z9xOkcp4CXlkt4Wkcrgrs0w4hetq54niGNVXFOPdmATUr3Xg02qUxIHj682+7eu8tNsMISzGq7ee1We/udO+3J06ftnXffbW+8/XY7f/EiusAjX1ynMVXxkv2fhmErc+omqDJ1uHaUZ79U40F5LXuBu749gf5DfqoA8Lga60UPjloljb6FI8c5gaZIRk6X54KyN8DcsdcSHLLiBqAYDeYTU5lonBh7iBzCFWa+/KpSEyM9OSiAogqK2YRInnAkDwuF8+/Sxv7eq/bzf/5p+/W//KT99uc/b3ssZSzjaHuM3yKLJunFiz2cZKGtrrHDwETA8Z0NtI5oRa6A7+KuEwsFRCf4p7Ioj6dkM5EIx1nlpXTUicYeZfN9xqk+dBxls3VIPjx14CQwtvu4C3xODk7bC26M3ReftoePHjAe/a798Y9vtR/91V+3f/c//nvWAC9BWHLyHVt2px68tVa3C9XYWySAxJU3dBFiGXUyOZDbda8yyAJkvuZClO9p8+bTqc/KU4ZZye48qmfq5ReNcpSNvWhB7RGLjVlt8qNYFNGhYFaKFqMSFFcA2TumtkKGYsEtnZIf/OKY9Miav8Z5J4CqdeMIiwwLR2sC82+++rr96mf/1D7/wyftW7rWA7ay8JJ2QPdVFdzaPksiltblDnkdsDNhayUPlzCcRLjwm4eKazZBq4bMdL8IwVFqjc3S8NFjc4WbRiRul64Dd4zA5D/Zh7jClWcXnTqRFbwW+jKKuKdMYnxz0j6z6sOjg7aK7PX11fY//E//MzfNRn4a4eG9e+mCL7E70sVOLZV8h21GPDqQUDd1TWWTGE4XZdRPAoI8DZUiQt6YuAycQqh6mMdV9sRPDqSV76ckyo9/kl1cWClT0ppckAhBhxZxKR4qGXTGYwVcrooY3+Ha+USpDiiczn8qqoQKI6hVj0+4gEsVZ4cn7fcskfzyn/6pffHF5+3FYxZ/dw/a+tZ222ewvkZ3enh43A72dtPKLcHPFuv4yO5zDQeglcE5V5Z1RuI+SqhD2eQrWoci4t1qyA2FzK5ddNMezmB1Pq0yWTMKz5wuNpJJ+OFoWki+pEU1pBsPjIVrWujlpfX26P7T9snh79rqxlq7zHjPtb8VnO/atauQ8pLw6Gt11i5Eeb9sB1cYK1MB2pKyEenxmezkd5o5ytAlPaen6agpEYl5Lh0U/lNcvsiuGxcaQ+i4TkhnbXNjXVVxPLuAdAligtEZmKpCWCArkcLAOIbjOnjNowcfsskgAw8kK2VG040kBPgUwHM/Nc6M8Q4PXrVf0q3+83/5u/boEa0DE4bHrJGt2yJglZMzT+QusK31vK3SWizSmh1w7Mau9vz5zYz3fL29i5Yup+hl/q5H3j4eq3hMZz+6YYvwPOW1C9G/66V2dSNh+t4TxBbI0Hbe0Vl51sgWR+3p4m1mss7HtSYtzEyU6Tctn919Q/9d9oEP2LJ77k8+oOPW9vm2tbHVrl2/1RbZjnPdsZPF9i7bZFgp0KxiWXEy1D22Tt7IjNiOL4xMvymj+GO8l3J2mBglJ6hilzAvghScOF/aSrkBA5/rMeMvwrHDEj1LPcrJGC9GDKtyDJmEMWxSCIg0XJgTV4DwzJAU2GFDr1l6llcVB2lho1dVLlyibEpgLvzQL3gHuy/a3//n/9R+ytrcK55MevDwMTsO9WtDZ6fsPuShkQW2xQ6z8LvMpr2/iGOFXqFrev78OS3ibsZ0K+xSnNvaao/4LY8DtsPy4y9IVtaZpyUMio+C2IFIyq4Be15awm7gvJDGH0mhiNpGR/JOz2+HyIS4lxqMKKdPOITzsaU7ZcE6ePA/hYfLPffvPWj/zKSJPZX2ox//dXublm9ze8saK5urpPe/OsFHHXuUuKBuc4BJe5UGiuDmzpjHGfSlV+H0soOWooQHX/KRtMsUUgAuwJQdWcGpFld1HNtqO4PDnmyZoUf2jYoorIMQ2sQ6DIBMUphUhsqFFV8K9FuqHno0lQdoFChYtFRJD1THPmFWRLri/sHL9g//9T+3//Qf/7ad0U3e/e5ee/HK/VFaq6UVHJGNexzsiEViYdtr50gu5lSJrdDnjAH9iawVWsBnrOtlNvwUp8VBomzXITdAxPrVjaMjkawtxH5jxLA147XVE1uVU254+QJzb0SbCJd7/EuZqDkd80SGYncj+vsaSyz76MBLlMNx1ZHdOy3zx7/9Q3Zh9mjtXX756Ec/bst0wRXkU2HYsJytbgJ1mg+VLBrxSny0nkeLamhe+ehrmNUJaQnJl3/Jq/xR88H3KyXXDMXLdJjnWrTWix6dY1ElKpRyLCOGTZGZU4aEkfnmdSN2nqIQyJnuqmAF15wsrKq5nxREqMka/Be4WqFfM2P9u//7P7SDl6/afVq65y99JG6Z96s5S6VrstWi67dYS6fr7QU/YeQs4eTEbpM7jN9TODzaBRd+OnYfSmT9ESI2xQJXvnd1Zlu5qhtOl7KZS8CR0lVa9ILU1XEXMVFlnx0CuvLauQUAY212jENpMd1aHLqYtoLT7exssph9RDd73Hbl5dEXaI6J//GPf2RcetBOcUS+2gc43xpjWsshzziRuiC8HMREBdSJfuKMvNiK9GiBB26uGj6hytkTXOREMLszHU5X5QYIrX/DFyJzpENc5IlqWuoa7DCs5ZTINqeEVeHMl7lkflW8x6ZCKXwUMtRVk8FXKcPID64tpoWVtyx7K4F7UGln7Te/+Gn7u7/92/aEI0sPeW3pS8/CMRtd5Qf+DvaojAW6U5z7lOWQDLxpFXgRBB+3sqhk+FqPOlnU9w7WQML5yCuOFWVLlagZtSwLmvQ8dR9jWuNTOZIgLW94qncqVyeVhrQwRqC0bL7iguNAdK8sbbd1lnN2cKILl8/Top20B2yp3X+53/ZxsnThUPkzUXcp/09+8t+AMXtnCvjBhz/OhKrGhl2B6NTLIMiiUo6UJ+nSL2NR02SkfNqfYDGrrOWkSQvXTuB4NQwH1o6BQTSr2yDEDsV1pKUzXvTaXJu4XGWPEMeb91o4U9giKoGiQdCVlYH8hpJEE/dacHLqP4KH8ubLu7RJKk6XQlKB8v/uyy/a3//H/7N9+rvftSdPXrWXJzgUXdEiyyMOSplO9AJXsV0eORZHTwt7PU49wINnaQ5u7/7opyPfcmnwtIBqne4T/NE6ke/Y5PvBY9vpnnU4eK4g1xV4eTkHWEHPalWA421r4jtZweTrK0scJGVBG+RLV7bZN0YXj2OtUfYHrX39+BVbdlasUhc4vHDQHt5/0j75LbNdttUYU7QPfvgRzuewQj2qHhA/C5aJdIH4DjNTw1G42jz3YCz270yCCY84HXnjOvBztbzSmS8gXx23lCezvL82JsRFLnTq5tkUOcTxqqxAO+GsMNEid/FwOOWEEcST8Jn8tBBWTvXz4ZzcolNBxZQBvPrBGhy8PGy/++n/137zLz9vjzhidEDrpfq+vtQBqbO5s0X2+vQtKx75rsdJu0SJ1CklI8dQi7vg5S4CoBgrKyB4DdWkBJalPHiaMEvjCJ/KCoE6rANbZmllA2dYxcCrIK+s0LrhGGs40yKfNY7DO1lQTUtxhtKu662zqL3OT2o6+17hFw0dlwqzm73/+AXjPDWHgi5b/3CN8v7DR22FG3GBdcczbrIPfvQ3bWP7XMqhw3dlxyUVbOGs6MqUJ3GTKZVXQ7dZZRRI6MALuU7yvYBM7VLZJSdq+CXP7nQz+WJqTW5JJlQXzu1QNpaRCqGY54RBV7r2UWOJOMe8AuXz0CgMTe36rMihTHHr3+YbtUQ4pClxVdCrwQq6+/VX7Zc/+0V7+vxV22NxWF2sLPdbUxiZ6HSh8MsxCc02zuRf+HeGubtGvOMP2LjD41DISBpyx2bhQVmiL/Qu6tpdbrreRtpukuFj4FubjDlZQ7RlW9/cyi9Buji9tcXaITeDukOVHRNn3is44jIfmWsFj8WbXj1aaUtXVtpXdx+33afPqtxdL38z+OWr/fYFx6tsgHXU7Y3z7d2P/qItIHvYIvpaTm2MnlXWXvC5S/A6Tprp3IhFHXMRNRWbzNEpR/iw4ZQlL4ItJ7WZuDgVhnY9ycVeyPG5DQktXkQVWcet1q0KIFkEwzCt04xP1RPkOrkCw6kXfEIjnapMyVBwrgtLdwhzu41Pf/ub9vvf/La9YBx3ovLygYnRniQNL5uC4cCilXaBzes3DBCYsuUH7cCZz4/m8LLV4+BUo/drW3SLGwC2eIOl3eQ2a2obW5x6waE2aNHW2XNdXaULhMZxoGuDjh83eS4jSwiR5YRHNzsHHU6Kox36e8DwP+AnNBnV0dWu0PqttOsXL7Rvnz6vI1kUUf1s0XFZRBy1L7/+Oid4z7HOd+HKlXb11m2QKLY26p+UEacvm6CYgUzzU+5hV67esMqo2sECIEmhqayXRKQnSG+YZvo2GhAMuHThJXEPRrMMl3SHU/A17CNdPyTQmXd5qRRwowQwZ56qFfjEuJjFSXWGCK0CiGJBq2DFe1S4XTBlZuxD92ThqazHbA39ngOTj5+w4U86SxNqBw9b3hkvgHG6SEjTXTqVLn9Ov9d0iY6wDQ8ryGZE/Tg2Bew8znFlY5WzcxvtwvnttsMPSLsX7BudPMvnieScTKblsaJs2dbYEVlgd0RGqUQyVsF3PGiLbFl1zAw/mJWfnW2xHvkqfA5p2T2tsYiDv3vjWvvk62/bs35sa4G1ShjjqLT49MEet7//8EH75OOP22WOVO14pIqW1uHDfCg7z2yvDaMsSGKWWVUq5g1kcEheIczZvLgLtszhYqQzm3iaVQiTQ+qottLCq3u2l6qZeX8AdogWx7ugeFgIihBh9Q1cAYQJz4JN5OLPcObjwQc3dyhMHJ8YPzk7bl98/kn7+He/5m4v2TGWQhLUYEgtQX47Mfd/ckr1EN4reThhKsIy9fzAuyHCmd0DRkzt1qXt9ubV8+3y+Qv5Ud9lDozpcD6/YRe6hAHXuEIaXmts/dhqOAalKQLm2pwtnzgMnu2GcdZjWjy7IRsRF7jdRXEMeLYLPne/enlGbXvruF3a2uA1Xs/RxmWZmR29WY+Y6fp8x5fffN4uf3y13X7n7XbnBx+CV3aAUdUJZhhlFxaF5aXi86HMFYg52lg9B5b4MVkHiD7G7QF1uBfzejLlGaypCo1Vucrn3+GDkFrHs3kGYVY55BCGshMjYN5g4eGXNBFZGMGPoFBXfskr5TpNNADu7Gz/1dP203/4L+3rb77NqWAr2NYwOPCKAWQXwUbMkWm5YxloJn++Kw+uMitS1+mbAT+1e3FlsX1463p7543L7eK5dcZtG3GetXUcCm/RkeMc8PFky+oyXQVxT7/Y2qvHIs6pgyrJ7tyuatzZtoZ1HsGWzWc19lijY7cFx/XEjfqeYv9z2+vt2oVz7Ru2zg5wPBsKWwz3lt1aczzzfO9lW3vFePCzT9tvf/bzdvvNO3TfdPfwUI8YuSxddRn16qZLdte3LNdrbph6riZjMQigtER8vPLd6zYXwCMn+B0rPhDs+S8aHMZ1jphzIBd2fVZrBYMYToON4kq5ATE1ns1Ifz/Pm7h3adcxkckWgSMNgEq7pGDHRGfUvvniX9vHGPEwGfLgHqYiEnpBo5sA6TUyYRghCb7qgGEZaDjjnxpBHcqRVmBzbXOt/fDm9fb22zfoVjer26SMPqTtumH9ZkPx1rnsWp29phvFYV2jsxVYZIZqEB7+GgynUcdlDqKqv2cMTllzyYQCZzrjKTWPbHl2UB4rtHpXr1xo25xUPtxHObtaJiB2Dd6giMtra/3910cc7f8Ku937+qv25vs/wDlBQ2TqS2GElJ2oMDPVpexhHWjjjvdnxnOavZxOTiRIiR1epsLXdDlnqglYcCY5r8s0T2yHK9LXwz5diU4KiliigRGuBUoSm4g+DUDn83EKC6Sq9dXpJOyAmlBohEXGOs/bL/7xH9u3392lYqCiRVGe2FPLZVpdestTOg6+s+v8utvMyLIrejHzFBw6rsDvCi3Wh2/ebm/eutYuMp7bWF/nNjhl8Fst1xrdrK3WcGhvuOWM53Q88nAGdxmckBj3hsieZNeznNbby+AiMi0hzxwcsfDtpMRnORwD6nRu2x4un7YdJjCrwDxmf7JQhx0c43pyepVueRGaPfafVzn2/xXH/L/++rN28907cO83amT1L/gqPLVBXD38GBtOF0ztbn7sbsXOaELQKWvFo/MOn6IJfolKZtW/dQjQoB7wUMPIJq7ILKcoNAheeyj0P02Fj+CBCyC4pEeBhDiYVOeSW3wjp5OeMi766svP2q//2z+3PTcdxKfyojLxFCBkfPFvTmTaDQfZZMn8c1e4JcineIEL6Qbp66yD/eCN6+0tuthtutdNJhTrzC6dSKwyg7W715HzPAROsUyrUJMA4NDbamnKFVsLWrZ0q4wJ1QOyHNPy+E+6WBzOLtUbZ5FMb7hFbzCU8RSLY0JnrwcHzIhxyG0XlZeOmFTQKmoHJLnt5mK1XbUTkmP4PWXp5e43X7cjDseurbuuJ2ZMlfqo+tGoFSomhkxxA/iNMOwnjnGxpB/U8g4okM4DrA5OnvjlnORP+ESBJw1s6CibjPHIicDiIJ7pElVikqhs8zB25x1VMtYhNy5o7RI8BGmFVCnMRJrKqbCVwV38+Se/q7GdBOSHJ9bO/mo4y9M8/qWFta2KPAy2FplVSyi9wH4dxhQknRQuk9w8t9U+evONdvv6ZcZVG7x2gjU4WrkVulbDMi2drbIP+CCBpQ66WDhrVMvtpn5OlzDjrLGcskNadqEJXHO9juC4T12XaClP8rgkTgquVSo/7XyS7tRF6CWcf61d5BTNl09fkDeco5ZVbGXtjhfZ5z1ilvuAkyxff/55e3D/LhONnagwylzWUa0e0wDIqiRx01J0veMcwNTLIGpCyOEy6Ae/6TpDmznnxDb1E4w5hj4GKnsfSiivJJGlC5lGsWI6dAi7AQeYKFerO04BXfSETJpMowegw6ocEjHE5tTtN5/+sT1igZR+p4T5DeNRiFQSN6YVHwdL9ozp5HTCla5grpEfpwdq/ZHF8cP2FhvzH9LS3bhxuV06f66tcerj3A6VRuu7wixUW3hmrG4Y5eCAdKMGecpLp/PGcQYbOeSnNRYXWh0KtMhMjJYltoKd3WsqUdwMK+ALL18I5MTl4s5Wu3X1Qvv6yZP2He9siUER4kTj2C1D5hnae4W1xWN4PXz0sD3m+Pxb7zLOMw/c6Fmqh3zwmJywtLNI4Z9GplIF8Bt6+XRuxSKFCPC1ry4qsMTjZN5U2EJA54STkPYn4pkMEWqMN4cwE2j2YMvVroHWSEgaA9J2K8IFmFf4XMSSBKPG0JPSVSlW1BGvivjqK7oKjK4toi9KprUr8tDK3gnHCNNdPfHsUsGbyljMQmKDsg6Td3i664M719rN61dySHSH7naT1mWJsZ2+pePJO7shOgutm8soMk3LNI6xqyPOp3N6c6lGWuHogw2QbbljKPj4MLmtuzh0loXrAQf+lBEnpzLqwMMJr7+40h6wkPzoy++Y5TtrwM7IcP/5lDOACjzgbVaHnF55yuHY+99914550GmBk8wKndnH4pdRpjrVmNHTPFXtrVklo7sk1m8mj7mDTNeN7zX1OfC9yrIEoONg782m3QDwkc7njJVXjxngeEGG+k+UCKw7zpwAmWHPYkJBLJqF8SovQ+JBTG4B+bZrctKg8vtPnrXHd+8Fu3xWWQ7Qq5BpRVXUdMZGVpVMSsrQN1D1QJQwI+n6udpWXVldbG9e2G7vvX2z3bh6vV26wMyRF0CfY89wmTc/LfNWAStf3VQ8p164qqNrcV4zcaCrK90xJN2tDmF3WD3imCXiSEpNKy07ygRbx3FntFjetimf5ZIvHxeA7c4dmmysM85Dp3euXW4ff3OvPfEG0FkINZu3RO7mMmaEr2+3evLgPq3hIfMyJh9IyE3abTFVfqj4QhlrqixZ8kdWGKKP1+gVe4x0md3sWUABeXnpYcq2fMCUFZ0sqzHgrlkaMrBJhXXUSYFky6qEow3RUlvUSUjXpgShIBR+piCZCfAC5+o46cHdu+3x8xfWIt0WxsS5quUYM2OxyzilH/Upj7mSJg5aVyEtiA4kJccN2YVYb3duXmy3r11oly9dbZd5guvCpQs8XrjFE5H8toQzV50CBjlJjMMcdyd2QuEAQEfRMT0xHAfF03BtfYvMahnEGTa0FVPPOBg8fPVqhhIo5bbZMa2VFsoRKGA+NG4D6daZ+7ebOPsFJjxXtjezk6NzlyNoCxdfcQzGSQwZeVXGUxzvHouyB41BA35VLezMRFq+HEl1tedwCaK9orRWaog08Q6foDFuhw88KWx9CJY7JOB5tdyG0VhoK1vzwMBZsBcBJ44XsRFQuoSRDDtsTh6Kd6ZaizAExzgFUKuijRLhXpWnYOiyKIpCbrDLcDhUlA2P6DbZQ5A850PkwV+ahGp6WHJgM5++803GS+/eutGusCNx7dIlHqLmc3GHA5VbOSFyZjcJvV193hTAzkCar+rX4Iuu8lQ/W1z+rLayBXFPy7Aupz1qKUd6nGuRGS/OdkTF2L3U02a0dpZdYnDSiNldw78qCBhxu+51xp22tJuM+cTLAVMdWH3yxz4vDzfZ6u6yr/3g/uP2mBMsW9tXSjdVVIyKKcxvEoBCXdckzCIU8uv1J1TMHmQTQvjE3uNGU1ZxHGPb1KWSVCBKqPUs5OYF0l/aMzJgPBjFo4t4UgqCxGXYS1f4NlwYEYNHYHQe4hTcHRG4pFmApbnIy3IQ3TGSZ/cg74ggT/e2UEPukAfRFEJP2mb9PDPIO9fOt7eYtV5h+2uHbnWHCcQOuwLb584xtfWVEXXT6CCpXJ2NynUlNqrLXH7xO8oF0phpu96oDrZsPv3lSQumCim3M7YjDqo6pnPZwweMHH85o3XWvOU6HQ5leRbGhMo4f7YMjilXeXZkbX2lvX/ndvuCsd4T+HhMCiugEB+7Syo/Tk057t1/xKs77rY33nwfw2qn4pYCUIYRql6kR/fIHDlctfdcMo4KzOC3N02CeND2iipYdNeixWG0eNVSC1OnQpXWZSlR+zqeGVOutxkpCgCChYywMJ7D6dxkbbRWw2GqclZiz5eTVOKFX+JuObF84HYPd21ma+xfZdHV6TYE3uEG27PRlXk3GUqf4ixfwxaRW1ub7TYne2+yiX5xh3GcTsfisG/uXOJtA0uZUdnSQUvXGadB18U4kWMxugRk5JX4GiknQ+gqbd08IdxtVHrwFFzGbZb1lO7O7S32U5mNvuRBpX26P88YUhDKTjdNK+wyy+YGx945OrXF7ogtnDbROE7OXKBe5WzfFcZ4+/C+dfFce/KQn2CyldH3YkW0wAy0j0nu8mzG44dflSNSluwshan4c6HbTiJFJqRCtKkKWHRtX/UVgDkiT7Shei1tXUz8km2qt9Dm9cxA4eOwynhaPInlLVJalJ4pn7RkZmLcVLjMgHd1qyqCr2UK6nexfz0mXdFy3Ii3J21SAaeP5VdVaitSGCU3LQuyo5M5vRReyy+ZAMDwEmtg15hAvOUyCWO4bU7pnj9/nifLzjFg58AlR5hW2Knw4ZmJB/y8WSKj99Ynh6w9dhlqsu9apLJsCdHDG8LgrNKWxVeg+UzvK/ZQX73aa7sM9nc5xp5HKe0BcKxNuk678pN9ut8nnEahi91Al0sMAW5cuZhTyQtOXBhRukSzTHyDB2K2GYfe5gTKp/eett3ohPBUku/t88WT2AWH3KdF9Ym6g8N9xoc8kTYXtPWw+LBrHz2kPIU6V5/KGVWgLGsr1+KjS6b16zYq+nLUkmUdDRIh1p0wbm4z+MTewKeDoENeMeO7c4jBBaJxCdZJvNtKVH0XlTwSEhkpBQKdCmC80QpdpDViCeBz7npGmg6sE4LrTT5aWvMocPSRtAq6AvI2Y6GrGxvtJmO3Gzeuwo+1ubQqWzjfBZ61ZZlilcJCW6+wQHe7V2jtGuw+c0OVgrnJnPiYjMNZBGjtOnU6T1b4jpYDnv5/gZPtHZzw7pMX7TnvTH7EmpqO566ErdsGz8Zu75ynZ2fMR1l8j4sHSxftCuG/y0mTXZZy1ld5XZnlUx/w1NUj/Ts81njj2qW28YcveBjICYpKQ8i/LbU2lNEh5/qkdeIRxsLnA/hV+QLJRL485oOgWShdwiao5SzSpmmxq5yvSwgHuTTWVWR0huNGV7RTslUaAbvhvElARiJE2NBgnrl5YagUxVD5GoJo4NIUOHkmR9BNMjTpANkoa4VudgPnaO0reChb6ZowLiFSeNviTjIoM1ua7QJT8uvM+nY4mHmeyr144SILwbXf6imIQ1ZTfXP7Hk7i9hcMop5fnhq2CDpAGZy2hm7NNw141m7V5yaoeMdb6uSxJuXrfC946m2XrtTroyePefHj4/bo8bO0PkfI9IU8Tm62t1c4z7eTt0LZ2tmSOcnQ3VfgvUWLpoOLv+RpFyXRhNvdLjrkYEy3wbLKxYsME3hj6SNecya14ezMo6rObq1JbYZTwzM2tFfqf0GWSnuTKPoqs1RTGIwBGNXxraOq55AXKvCa4MgQzOBI4L9fNWyouhqZgIkOdNF0G4GuJUxCIrjEl7B8K6Qck8gEl1lldyU6juxGMGrLERGddijhWbWc3ABHw/ttGIpnRkm6jkiRC4pvGbjJ7sO7tAQ756BnzHaOo+BuSVk6n1Fw3HVIRT17zk8FZNsOON2Q4zSdR0a+EnYVGnVbZyDvOTsd5JwPT6+dMLhnnxULVUsCHa2krZldWmaSvGn07t2HPOvLsyGcLllm4nCeiYvn987xBoOrvIZimxtjA765jSiarautsd2oW2NWgFtgtnI6pV1gfpjGG4JKXKQ73WHJ5871G+2r559m39eBuS+J1IYxKnbLuJCbODsvgNV62D1JvvptVzQhFs16AzPXkM1qoaqik5MQVRRbXGkGnRgkXYqqoY/sqr5nKLglZYpYyLNsRYIh0qzaB3IUNZFQTlcOASWSKot8GHRIx5zXqTiHTqkxqDT5p+upNbRorigZwTsOB65CQmYNUSke8r3Gutz7jIsuX9jkCftN8jm+hJP4npTnvCVqnxmgD3k7u/Rsv63T7itaJFojnc5WTJ46mYcBtpmMnGcCcomxlC2hXekOe7fewXZ3pZOGPM3PErzk+d0HD560p89exBHWeN3YFsOFbZZudhhPbjEu20orvMN1k26U+zrdp0fdfY0aB0d5aMOHf3SitC4WW6UopJMNHceYHEwAAEAASURBVD6iadm20O32tStt7dPP2j42qqUVewBIoHerTUe+wrv2PEc4dlCqVmQc68aWkYEcJVkncZCernIWXLypOsDNcIRrxmhcK7/q1mQmaurjUCzdoNBepM7Y4vmxvCov/2Xr2FiuFU0m0SlYUEj5FJHX8mzTwMOwMBIPXnLCw9YqlKJ2Li4pbvpuEO79PnooPmJGIJhUgrM0i3mFQfoPb19pN69e4uEa73Cf0mLCwGu/PLX7mLGW7zB2Y/4lXaE/H+C4cZ8HwD31uwrcN4Qat3VZofIP+SmBI95b4vtTLlw6zzEn1vRwyLxxAD18FkKFXXd0jOh7WazcNRwqrRsTmmXw12i5ssHPrsg5jsunRbVVQ/dat2LbjkmITnjChKTuK5ZPMowAhn1oM2KrDC2IOUTYoMzuKW8wCN6jLNmy1Gl0OlpwW6BLl3f48GJH9Eiro4EJ0w1fyRnMAlFf8/mp3s6XjDmKOYeTrmqxrkVUuPKjbPrECFMdTvVZ1K4/ipYts+Jp6cvbB/FwLklGiPiON8vvSnU0L+liJaIg5XS4T+IF87TF23fuYG7HJXhCZPS7JncPBlZBcm+yqv8uk4fr1y+mVVkj7XqX47k93hwl/y0OclqoNbqdHU7zHu5v4TBHwK6Us8HLZt5X0wqvd5d49GkVhzxor3BWXxOWrpOuz27x1GaWcXzescfdvIS1VpisXFzlWQecfIMWeAUHWQR+HofbubDBC3foxplQLODodqF2M/rU0rrdJCZ2huzVirLUxPUYj0jFniQ9iKA5VtDnPEsq13mD6BMWiZme42zeiLbG8OaG8Ne912n1xnpimMIjQScCb3KICLR2iGhcolnwxS6G4TyVCmj60pEkMU8Or4XI6S3xRDwwla84mw9oxcUm2bmQic3goBkGKAGDwUzUwCvluxpyHwXlGijX8IowIPM49Cf+DkRW9jGgOwlVC9GuF/Cs7dC6vHfrKr+cw6yVMZiTgM2cEF7Nrz17ls7CHFGRtkY6as7VMdZaZp92/GQAzNNyuUa3TxfspOFgn/EgExDNqe3rKLrPtYKLU+PeVLbZTAqQe45KXuQHVnwO1jGqNM4ZzPNYkxMEf4HamW+6lWzq2/WzVEJ53Z5bdWKBU9pF2fXK31YuH2BxBEuvXOBbO+vtjetX2+9xPG1aH76pPFu+rezE0HM4G2dsWLNbicv2RBKks4atGbiHT3AohGnrRhxDnGPOH8wzd6pLcKxKOQ7c3mCTHnnmz0LxLp2F1pZZoKgkN+LepAly6SEeS37tqXYlyZ9XJtrM0ahYGEZBb22TxdPua2PTp7gWeXhbofLScF7RhUH0Nkb5C7a93n7jBmtyPH3P4N0X8azRErjvuciJDEk1elownM/uaQlv2GLs53LKGsst8tQZ7WZ3eY/eixcvacUO2sEqr6w98nFElkrQx/WxGBMHUo7dqJXrwvJLkHzhTMY04NvaOKY54iHrE95i5X4pmnOlDZcfjusTaHaZWuuU5yxcw1vDeS9fvczWmM92ON7T5nSjlPfUY1UWCJDdqjPgNQ4xXONIvK7kPnIcIM6KI9PynePUzeoaLbAmhG6M88r2YktTqfC2CvjEcHEoExVS/ehunRrEM5Y64TotcSlLvtLzyc0CouUOD/KHXxQrbdBpuKrs61tmFtqQSwkfySPuYgWvMCnAmpMy5tcMtIw2KR0DwqMrMZwqmkGjsr75coX9zoMjzeoygppTICzoMfWLHNC8ycsJHbhvMmi3q3Qv04G560Gv+HWeRWh80ut0sRzH1nCDMaCPGK5ybm2JQbdO5/Otqyt1OFVj8OtS1KQF5clV5DGES6UtU/nONtdYzqgfyKOstEy2Up6JW37lRIGlGt7V51aYnyNmzY95+8FXj3jHHecLfVupz2N40PTm7ZvtlKWdrDlySOHoGKfHCS/yHO0W3XOeM01rVcsoVXExGpVll7TCQ9xMpijDc24IT/95o2gqb471VVp2xpM6nutWWZap2gZQTmeWtTnqhqiJpIczCppfwDdt3enMw4mkqVBOF3cxnz+3/Iq/QwboyBx+EUalQcdxjAdWIdW1c+6wSonj0R4XQA3i1zKJRTLUtQQXZPCtQuuUwlV80PBkFbsLdhWvOL6dd8w51vHeVmkse47H/exez7OEssK4LnrgfM5ADbYmOqFcHSO5ub5FZXvMSINZwbRFdH+YBeexVTzCKVy38zcrNJgD9EWd0j5TudxcznidAftDLD7ko+PZ8hz4Tj5eonPkle7TfdgjnOrp0/32x28ett9z2oaFG2sKZ27tg8sX2u2P/rK9YPnlwaef8bq1Tzi0cK5dvrLDS6CY6NBKnr9wvq3zkDYFoeS0+PxZjalOCuEE5Bwz5G2Wjl6ycO3N6Rk/b1RbPMd7Lk4r033k1BDk4QNMeO21aiUyhIFn8JI6IyIkdTauwERNEI9IUc3j2coJFUFbErPZIxQtLTmRcKcs2tpjZ4YsIIdUQQBKmUEoSik6HG1SziyCtEO/pOWDsXInqYwME+rqt7ykWeFOPc9C6/0H/v4DAD5RkkyrgIaHwfoarZ0TB2eD4yg6BabiNbJjK1tPZ7m+7fOYB6D9yc9TnMK3bT5/dYRj8ON5fDy3dkoLtcHE4SKz2Evs46qJL/5Rvq25d64lWktr2R/sWUMbWkflnTBL1tnTr+AElnOXn6i6yhs8Pz34Iu809ik6b9I7b7yNnCtZz9vGsY5fvszzHS65OMTg6R/K5Xoi/GOrsk3VpfXh73OwzqidaB3vuVVn06YtqGBfCOT7kw1AqOQYUOPxz8wX3b5v/zI0dp7qptzc8gMqXtLxV7UriExCz34tXjSV481trxSn79hppLQXQX1KiC15hAzWM+EixslETlxnKkOXEwY4V7CgFYNOU5AqgLwMSUWmzrLOm5MutbM/fhdDeZ7M22bcIRt0xT5mqLIOvl3esJVzvc27x1Z4mbHWCXeTcY386sWz9t239/iFRo6Fc9h0cWOn7WOQ39990A4Qrmq2lzd42eO/eecWvzfBLy3S1aXBQ7YG9/CCjuwRc4MWWOJQwxI/3LJ24MNB5/hxl5c5z+dvny2t7LYbty63f49Dff711xq13bh8td25dbNtMX5zd+WMpSPf17zugx/kH9Ha0TPSqnLDLDhRoVw6PQ5lOxarU2bHkj445PChPSDHH++zJUSuLww62uMmo8WW3ofj070B14apJ6SV5YGFqTeW5SSBXacGojttaQdKaWAkMW07NSgdmHoKRsehTioMLsW/xGJZ8jNjh2P6rGTMMxjx0jSpNPFdUT03d2lXvnQsLhGto5CMYgDm2ARVTH1sGce7yqng1n5T44voSy5G0AFcD9Pg61S6kwnHIBrKuNtiDs4XT3ibFJOGI7qh5zjaV59/yQ/ofdd2aaF2Ll9qb37ww/ac1u9XOKIOqmxbpO2tHVrE4/aU2eK1m9cCd23J8aI9l922N4aLuo7tDL6tyrZlmYdct+nS93gyzIezr7PIu85i8kUc78M3rgV3g3HZhcsXszNi6+cCb7VItk2MFRmbUSAqA2dChu6R5zi88TRYWjQUwpa2sBvcCFnbAa5t17DFBRzSlwj5hgKDdWJBJLfl+ZMQUA1N5utEAkjQ4HsB2eYFDm/H+OpjGlNGlhRDnnpHd4HoHFp1MoQVvEJvi2eQeRC6kACLobJLpcEUwTLhb7TsQS/EEMVBZmRz9BVVdd8XYquyyQ/K5U3t8HR2GuU1etcJuxK0pjQqU3rk0UDSvD2cBeMXPH/wpD3guPi97x6kUi/zDrrrb9yE/3lOIx+3H791m9c/fAv9Aid8edLszlttg2bu5asnqfhNZpnL2GCDsWT2VTUQ+tRrKCgrspYosN35Jk53crSNSrt07ejAep/O7xKN+vmbrNIe8VaAxRNeJslk7ITuWsezDDq1ZfVkrq8ry4uIKK/dY8rqt/as/4wzbQWtJ8eb60y6dojfPL/VLqCLvUC6Z3C8tap+qta0WILl0Yz5GzCv0vQAT4MtpaGSxoXzkYcZhFw7npeiFKVjdF7Joe4GfGTH8QTGkWAog4n5iABVpDhiJA7jCIN2oM2EywRocAYUmGA+Qk6sSAzmg9S+DHuBsc6pJyx6UKc9xmrRH+eSys17l8Y04Ao0R/0krq/m39g+bjfeWW233n0vlbrGPucSP6K3yKDcrvl/+bc/bv/2fRasWeYw2L3aQng4c4lFYY+ee1xp06UaZ+4EK1/JdVNSIXT1TjhiCXYUfF7jrD1lD5d32zHhcOa/wOCZZ8baEU3R3kuGBnSlLlI7G/cgwzpbfe7F2uG7x5wWT1vFXtrHP6TSYmgr36+sIzjU0PHxu7bO+HaLlvkiz2hcu3qVMSBl5Ub2GH3YaDSNLAOCN3OP1tXsIa9neJFEBvEHaQCmBavIxEO0ERRldiqq4yUvQOGm/HKb0ObZtKUnDGKzhwJDuDRZVxOxh8LH/EYIfs8XzsrKzwaQLx9D8o2WlukufGfIRX7N2hWpWh9EvciTAOfEYWzecyrCps/MtNxURP7cYeBUCceizrN9pTrZNaCSTk9oI858WJrTKruHbdVx4YpPZ1GtdMOn7J06WVmmJXK34QKOtMUs2rKu52ZQkC5ghXJjqCO6r7Af684HflRjQRxgjV2MZ7yZ/hBdjr1ZfJ8xfE7BW+W9J6e0eitLdK0qr0wcOCdZGDLU8wgojhxtpZOf0opqJheDHVf5Rq0cXCVvhUJeweHv8DD6tctbzJLp5llfTIvnHTkF4uBrFLgFOtUpSSHVdJjgo/E6Xnqbzic00W2MvWcyJCnSDguPTjjiIviBtz11b65qVjvJJduMOAuEoteXlTBTrGMFb0CnQoEptiF8YD5/1yQOb6qFFmStXb12Pcsfh3RVOYnShYrhgUo3+DOoVRGE2dXQWCLExdU6laIcnV3ndTfgkNnsCQ53fMhOAnu2BxzS3Nvj3Bx7uq7nefJjlcpzcXmT0ykeYbI1cjsqi8jsjS7SGtXxKMZWDq8QYEt3otMwPmPnlrEgXTETEF+cs0W395TTK4f+bgaO42RnfZNWFBnycSvPa7p0u2KcDiEUiMJoI/jnxTbo0KuxsihsjnrhhL6BdAMe589ttDddVOehoMvYz5vC8V/RGS/HjdPJ25zv1QNIZVc8VoyiKQ7WUVpEkRI0OHk6E3y8hiI8NYwwUIJWOGlopJXGQJ5oiQBi5RVC76oAe0YuAOaIIjPcZUzhFB6Bs+tQSvIIqEhw45hCpeHjM6K6y+Vrt6kUfugEhznGCHYrLiBDlJ8Y8HfKjulSV5lksPlUIqiM/PAIFSe+g/Kx3XXiOTwWc3d5B52/dXbMut0BzqC+njjxYObyMuuCOMIqb4S6zFrbNksV9Z5hdavy2Mo6DtNJF1i+wI0ji/FBxoQLON0Z8UXO021dYMnj0InQdnZG3CFZwaaLvtjH8RxDChegXRvUod3nXZAvf+5cWPG2Mto4cikTKbrtmmic2ILjdKvYZZOW/yJj1G1mx2+8fbudY2LjE2sL3CzezFquvoxoxQrjhk++CEYQiKjglPN1ZC7JnrtOOSpJrnTFXP2NFjx48g3UHLBBTouMfr5vxizb+mT6NUdKgtTIC6OBBr5pjBGv1gm72DDoaJXXmSKp2NVVfAfrSt6k0i9wlm1v91EqlupmzlcO9ornMV6wO3HzqjK4P5AVOm+UPkbzaqHdqLfLXqKFdGttjZ8h0NE8k3dyzLtFKI4zcw9sLvIk2Cqt1nkeALrIJ90z/KOjhYgcb0a7Re5NV4OZOObYEjNIu8dqZSDCRo4xl5ZYVwRXx3aN0Zlwxoaai4+/r2b3qsPp0JFR5MjVLjX2lB/SogsXkxlieAB2m3JfYBiwzTj0HK3eztUbbeMSqwLSpE4klEqQhANOXdHAOE6sbhSkjudFzFylsQUMbcET1zCGDo9yHeRkKbPdwpj7HpzVQVrJbSSUhuMNIUm99tWV7rCiLRUnZQB6l5WKIg5hpXzuQCuxl3IoIH4cAbj7qW/xdP8ZP/95SqW4J/rERVEqx1/RfvyMlovj3XZZY5iX40S2Gv7peEwYUihqZ31jO4NY90LdWXDB9ZTzeseHdsPwZSbrou257QvZEnNHJBoO48JzSedAbw1tG6JjpKUCtsTw4HRhLy1YHgoiH+nJd1Z8gvN5AmXJRTYc3e4/M3Bbx3xc6PYZWrK7TOtCy8FGaZUHnUNFW4qcGiFyztMqDC63KNsqS02bjI8byzSdEDq1tTTylmG+yumq6siLEGDWkZSV4XeIEjFR8DG+DS+ZdscZ6CWjcLvQQgUkdKAPfUqjPrmQiUEl0sQnhWIhLWG1At4LEi7kwnUwSkQpQzmuoS+J4ThpBLJ5rqut8mzCX/z1X7UV9jgffXkXp6A5pkt6hhEPcKjnrPbbHSnnBKexy8IzcufY8mRLC0cxcENngbVaOp6PWGIpA+ddYvZX5/DqrUq2PKssY+RMHzqf+EqJ6O64sxxEx7dVOkPeMnJO2bHIMSdbW5cv3MmwuA5VaEVtqVXSsZ06oQ30OIItbFanTaM/+TGR/J1hk/DtT1bSMFXNvLEQw4+abLBHzkmbt9+5wWx2JWPHHd6EsMHEwlPYcWAYxN7ykVv9x25+FW+tSEYUIJog7M+FDpc2PRDcKXvK29E1WYLXOTa28JMuwAdexPYEFiqq0HnH9AzTk1sNi5SY4uStOAR3+CSfrDIG4uGXbkB+PR7eriBTOass0v7N//p/ZC/yF//X/9NWGZ8tM0byMUEfY3nG5OAVjwnyaCxLKKpL4bnadaVEUQNnwAvsSjJ6yASAMd0aExa6RruXtQ31qO7GI0p2y8NYGinHsy0Q/KMnnHSn0XUunCmvJjA6lq5SP/JCKZi5eiLG8mS/VI+UDzeER9OPcU5b6QwTtC/xdHnEXepx9h57xabyURQ6ERXu+PUiZ/LeYy3y+YP7bYvx6fo6Bwx2LuIS6qtFiybfxQJa1eiJYPR6gXdumpDZwurg4PmRaOB6BTY4REfSwSdLzJGXiAoLlR8CZqyEU9/WHXVgoCZnggTMM5sUAu6dN4gG0sB9TSEVkxGapDAqkXR9CUsaJe06aQLamx/9iNMgnP549rR9+stftVXGdd/gcIfgPqAL3qM1PObuX2FnWSoWFSCUDwN4ZpAnaUxI63jIy7gsA24cghYhA/e5GyVmUC9gngg21JAB89D6nepIlFcH9TUXLs3k5UK0nraEdmhpXmn13KaiSY5OikflhJRdHQF4WFQb5VAoxhHFliMy4clENnnWm7o6YTIPl8L5dE7eq8Is3POA27yk2wOraxyHosnmBgTHsvWgfFPKSNxyEp9hiDj6tYIOJ0mvVkQiJUhrmKcfsMDhX4JmUixzfGJIDk/ycTrRDf0pM6NCimXyBkbPeT2fwoBa2NISgk+BrEcyY7w5HsHxS6U0OnjRJ0Y4bVffeq/96H/735mJsvPw7fO2wytZn4Hn6xr2afGyDGKLR+3AgZbMcR186Aat+Dz7SstgV2nrY2U4Psn4y9tbYYQ4gJH4G7xwnBMOFkivwZYjQ3TzaNWAuzDs0adVxpU6Y80yNa7jRhgpH6O5iOswIK2M9OrZbaBNzc66JBMPX4EBYX24OGM3SKVL5ibiptJQdr3edFssPp/nUGxKxQ2x5DMdGhKa4lXfVVLi8O3FnjKUmHwjCcoQVgDtow5J9pY0aBPhjK98yq2LU4RNdV43WyZY4QkONzPQIHOPGiqRq1E+Gj45EyOAxP3LlYtGnCoy2NCEDKyJrtRL0aSHZqDCYqCj0HK7duejduu9Dxg88/giR9ldt/L3vp484WQJz7ASTdlcmHVCESNZwcRPWBA+4pkIvCjOko1zVY2O0lV5lC3d2H6zK3a765Rll2Po0zpiIOtchzvg0Oghh0dPuQHk6TJMLbGAwL/FPHHR2BMxx5xs9gQJznqGsnW8XoGi1l85HnnI9AiWx6PqRqQKbfL4T0unU8fa2IsbbJ2j85u+vZQxxzZd7NomW42+mizm1JKgWUZtrEgVIzlCbiQSWRnQZta8V0UGr5AnElvvQRxUUvIklO16EnDhDRc05Yc0jIcfBAq9DZKhO55oFQqxp2ZaYZwqkFijEMW4E37/0gWUVt5PpYg0hjnWxNPptiUOfN7+8K85sXKV1/+fZ4WeFoZKfIrjnTLF88yeYyhvRB0kXQPOkMcWqQCNaiW6hBIpfFmJCfOF7gMc38bpGh1egpPhMN4U1gjKxRmO99vesyftmG4fAIvDnFj2AWrkZ2LDU26eKnbp5BW/hbvPyZhD3uvsRAQvjXFlb0sXMZQlcRRyzGczmYpAt+zFaiXisb5foLjMorxbt1nvZDbrGiDe31Z3LrfFNRa9wZ8Ps7rpJe/2ntVex5+7FIuqH3mF5Ht89ZDUXddP8sjSVp0oZ/Ni7s4ceDmpwKqHMSyoKVYHFzMLKye+1CCJIkrSLEJwjZBVuSZmcGHTAvNcxnDAiAAunmMmuxrfLXz5zXfapVu32+Vv77Z3WAb57JvvcDzepUfLs8Vjjf4QHSbIX24GnoFIc85JZme8GSOlu+3reyhN3SekW7IFhNq4h019K8Deq5dxoBV4y9lWSM3ySi1rH36HOIm6MqyDztkoGxqMu3RAHzM8YLH65GyPNT33kMus7szksCr0dpcpMzeKFeYwwL/o4e1BZrZwiWsjGz+Djkj7y572FpXIK22BrTjWu36bLTyHGd5kIMMz/MGXf+wsvXqTJpb8zrZwgaZ+k9/pO6hqJmyjg6iG4lVx5cXxu4/MJjJDCnWLvR2eiBK0InVyITVCQRhMB4NSdwifUwy1U1hJw4AvucJnpEcTK0YaGDICU4EwLnzJ0+9bgRhx9Zw/mXSZHYWL+VG5Ywb7D3m9vj8ZGgdDhm9PUps8kOPSBenRciyyU+CEYFQoUmKc0SqmgnECn7HwxdWHPpzDk2pbPNOxxp6tLSqjebpuukCJrXb0zcFNumUQgrOEjAV3ISicD/v4g8378PNmc7N+ZZ2dBidD5OmYLj7Lzuq3Mkx4nCkzcWf4jg3Jz5iQSDmTDlnjxCxyo7NH7XcuXmN/+ppuS9GlIoBXDldJodp7OF3HSqblQs2K1yX6TECVizbwN/rfCcMjht8MtHkXN8/yei2ZJbgcD4qJ2NwuTSMOeBEV68zO5kuiklN6RLrGJGWnMuakFZSNvItdXYNDNbPOtYnz3eQhH2qFFfqt9uQRP5bMCRD3cx2GrzNTLR3dZqP7wvjpZs2lcngqJnrL35YlA3kKT9uVyUCaexapfQDHcViWVzxaDx/f3Pn8+cv2kleEuW/r6Wd/PVscS+GD2d446+xWuO/qSeW0qOjK1CSb+XTKaZmO3G4g3+UXbxZn23bZjk8zKYGjdhgTsbKYhkBAymSL2Or1HBxO8FDD2jle9HPtzXbE7HrBn5tCqvTWz7jZpUnaXIcOvT4Vl+DdN1m/w8ANXhEOIPTYJPRaU7oKE98ud3AMRikDohYfzt917PTlePOMp7g0sJFJD+MOSosYvClnRKo8g27CKacTacZtkFTBXIsqJwdDA+Nct2/foms7ad/xzIK/wu0zsasrm3FAnY1GIouvdpBKyBvUqdyThVoQVlZsTDF0NlszW/a8WQDHy7YWlM6ErWufx9jltRQPeEXuc34Z3N+W8Hi++63eJr5vRSd7wfk/byRvjh2eGxEHz8pTaPqWY8xDHhQ/XqwfTzljy81Dqy4U20o5FvL9dqlIHNHu25PIqWTyY6XoSowCuGvjNqCL7eff/kFbOc+zwnDKMNHRYQoJWVHGadPF2pfAZ2bzisXOU91EWsplGa3zmbOZnKUlqTqy9KV/aIbcXMvBUjwVIhRN8SIRGFtmLgVgzggIrL7Il2kG8Z14MBDXUCYqRgEY7YpWuuhzRwvodCNaOlDxtjQph8Vh/YzzZbLa2jzH2Oqk3Xn/vfbNvbs8+c+sldc61LMGtEI4pRP0U1qWMw5jGl9gW+z4CKe0hYqCdsPVheWNUdDY6hzgHG6nZTtLRWj59g54RcX9++2zz77gNyTu5l0q12/e4DhVtVa2WP6qzscffxJ93+Po/Id/8VHeQuDvkzkmdNZ7xqx7l4mGXekhEw0eC2HcqB62ALaMKIYellmnM5xyhAtlcoPUQ9tWoFZwuc4zgjwsfvudtnntBuXnJoCHS0nyCgu/On6N60I6wWa2B7H+Y+O0XAAyVOkkYdh5CQp/rgM0S1tvI1UOardaoHLA0OtfSLM8A53HGwVRDMcZcoYwGvE1vD3Fl3/ZQV6lDMS2FDpompahQwSgSCeZKRdkiFUybMJzjAEkP6MLuXznvXb48EvOzLHhz7DqKuO9XZ4teMGuxiUeERQ/g3W6GtfsFj3Fwe1vFbgT4IFDF3yzFqZzUeGZpcofp7Cby1sGUMLxmYvIL5m8PONHSx5wgvlXH/8rr77g1xx5190CjrTFU25LOJ9/zxjHXeQ5kWPGhru8gPHBg7u0SBzy5I1VC7TSvqbs7NgjUT6IwxILDmYLm609NaQScjNTfseojvFSIZQpJolzluGsrlgaPTd4h/P223fasTLIiN1Ti9q0Kj32i227cTUyQO0SJ7a+qrbK/qaDDw54ceJUTIgApGZl0YN8e8pLF1OZ5VTlXF2eGSEZyDpf0TvoILcS8xOM0qScL/QoESy+SrcRUWmLoxC+AcvHeByuX31uwHRg4hLkpx6vKQvOyiV+5umjf9eefvwzeDGmc4uIrsjxlQ9MO9A/5LzdEssg8sgNhcy8aAeAFVrHmqhYGz5lgOmf+7KutamPhwE8UbzCD5v5dgHfWbd3tNtu8QC1r5J1P9SZ7zE3wCm/LbbK8a3r1xjY0/ItcqPa8W6yBLR1mcOs8PG0sWtxJ/x0lG3bCjeFC9BLPE2maXLDoEstflsJwvqsdNGbiKUS8vMkmVd4admNC1fa1ltvt8XVbYYLFAjZ1XoGXQILmBAHq2hADou0hdl+91oMb2H2NnUjFIPgqZhGs76Ij/qRg6FwEk3e6BWFFMaIdT5KhZdON+ofx3PUAZDBr0SFIGsEKLyHARe3ikFGz1bPhIE+FFfpnqXR/1wYfFO4zsSTw9s3327Pv/q8nXFIwJfkXOD4kidVnDx4glfZxzqfuxQsqZyd7HN8yT6tCuejijqnz+fUFppdMdqQ75hO860xZlrhPJ1d9/lrvuxnv71kYnHzGq0K3ZuVUu9acbEXUvbmnDX7RgFnwb6o5wpHz30Gw9bVLbgMG2i11MuTw86IcV300xZlDw8NZLYaS4KgI0NvRVswL3an3pQ7N99oV3/4b9oS73OWlzeCY2BDVSJ4wA39Ugm+ww1m8iucHgEQlwYoTtHN8JLueWEmvgxABqv4y9cY8ORZv9pgEiaXOZ7ygwDs0Duw6Aw7ExnymTlC8PLVRYIfDqGLPiaNTFhdGdJFU0qYbXpKdbrgyJMcv89cZeVc2/l332/3nz/mLe77HJG/SGvE9hm7CBubl9jrW6X1Yvboyr8tCySHtGS+WcDnUP3ZJcuRA6cO8si34mwcbAZ13pg/xuKAKGO0a1Syp058iY9vlvKW3ORIvOX1CL3O4VrhNj/O4lk+j8j7mosjuu/VRZ7t4KZYskWyUUKOE4pTXm9rsEJsffJDI/BNI6Wz6UR4mGt6OjdNGbTeGOw5cxT/wlsftJWL12npbGFhqv7SV8TEVF+VqQUNIGoULmPW3ImrbtFnOO5EF97SymO4SKWEzmLqWBDrPY3KDKBCM9zgdX7EbR0NjPFkYoXzp6IUfCha6MFDD6g6USCpwXkDFEPzlDUrVHGZSKNI4QRx4MM/dHyrkxv1Ozfv6E3t4a9/yjiKp8PYGN9lgpEzblSaz2jqfC6p5Al1Ksf3jeyz5mc58sYnFjYWj8EFruPUMMBWz4e1ue+QN26yVZZOrr5xuz18yH4xzpclGrr2/OIijaxPkdmS+mCQx5uclO2zh8sbWpgEgc80uxaKnTl7ANV94LoBrEvcUGmpVgTHnGPMk+0zHFCZbslp2SXeiLVy/nL5DzYpk9soSF16Dz6BdHjZPihVtm78qkI5I7uyewxuZEoXeOJkGQYieQOngP17VGwxD473T1Shj8lEpxro8K9axvEkL9peIATV3RWxatQjYHYhIbYfGAGUuZSIlSNponwRT5LoMKC8Zyhk6PRm+s9N4Mr8ubfebQe0eo8//SSVvciSyjEtjMeNzLc9yav7kem62xGzVQogK2aSvsSHcRMOkxYC3k48dLhUbhSxokVxwuFPM/HjLByz39u1hWPWyLhu0X1cu3icTuP7I8oLvKuFUVwmMx5b8geAWcWBN/og+xiHdFa7z85InTx2zIfDZoymE6mji+ZcVZZ/7aZKORBBWRY5MrZMS5xVBxBEibKxqYkK41ROmX1k1nXUmZjz8YgDFp5zeZZv1N/AGelBL+dBRzQ2oRTYGJcrJfqlyiZd+CpHAkIcL7GJW6ooIL8G4tR3y7hLtYnN2KY70CAKSrQe1JXz2iDWAhKip18an0sVDiObFsDe5OUf/jUzyOd5kitdKxWcB3Oo5ROcw9Mloh5R0a7F2ap5rMlnHHwO1mDblrNy4Jnnw9murNgS2rp6Z3oIwCWXRU6o+JuyXUVaOZ9WYzZMXpyWDK8xKMZw3Lm/z0++08Xb4hls7XZ5554/hKxT+oarPEXPMEKb6dTSp1UF3/s4LQq6k4XeHN9n6UhHM4//CjGYUVvOXlezzMDFDq8Jt+jnbvPiJ11VgwwrhEbMwXRc4UFUm4SEiD4xYP9/W2fWo+eR3ffqlU1SlCiJkjiihpKohVqskWcMZxIHTi4Cw0Au8yWC3Bu+NnKbDxAgt7kzAiQZY4JMMPbYxtieRZbHGkkUd3Hfm0tz6W6y2fn9/qfqfd/WTJH9Ps9TdbY6derU+tQjeGGVTAOrylPSI6bYWB4JqfzcDTl+q+Ay6vBehBmj1dRcnlMY9ltmIMWRbmj2+9CZSI3I4mrIGgVN2JCEom5zvCP76nf/kPXJw+3amS/bBkfB6hrss/lytFJlZwr03Gmc5TI8hifneCZyvBD2kHk78RhIxWHD50lf5XDkpydV9JV4NNeAK39q1yNkPdq25r2UsQoXkDTz5l9nazfFKR3Xf9dd5cAb+n6wI9m2B0mdjKZP6jZ5g5Pg0RV05Kee4mkRcIUTpVyt0JFMCkZwgnApYgWA91THeYx8BVjpwneMgk2EP9MSLRjxzVsQFKoI9kcvSR9X0gc8aCQCT1yhlVTel8K9FL+axxOWNEOBDl4QANB8Z4JRgjMwMZZOKOmkGTdDhfsp7dn78AtsB8AIxmSmcBN9QF8Wc7v2tWff/KA9d+hIu/TFJ+3uxbPMZ/HiNM0jg8Y0w25vSjlqvPzT+3n8Cd3EvKKYM+h4KcdDeuYeW+ccLGzmfYlaxnJLU20kddDgQMM5PvwTXpKmT8+Im1zjs57Vd6HZxcst8Yqkyvc7GVgUaVvtPoMg345Teen7+bEVXNkylctlto0tNhS4yQDPDvWih6fLNn94zDGq3u7vlfjaJ1ThUaWk2qblFPOblF+mTmbLoMrZgqmy47nWsUc5qeweQnhqdEHNTxnSKJQqY0mqbQDAKyvxdhgi+cJb2yqm/GQh717hWLkgojM0rbKGvjCENFm4i2FUQZwF4j5Ew1gJVUIIclcKMXbQFNVQNUQBi/WAGDjCDJHSAiOsNHwD/ylvh73IstHtyxcxGjyWvB0UdRyXnmzmVIpTGva/fLZAnFZ5Qt/MyuTsmXE2f/YNnfuL0rAU82veH93lfOQ1dp3QV/QclzmmdfyMwUOmeB7d56gyYHyl0XiVnI/y4S1ps/F2HAbOn0bnx1JcNssntDCieYxdw9YqdYTeaVQuzHlagYWzzNEeu5gjzNJaMj+0WAaIhF3DlfHxpN4shwpd+xUZvRtf+RxaD/EqiwnelLp0LQzLzGsAO/UJn5EUfA130DRhho/3XZbJ+XgTWv0m55mkjVIIgj+2TyhIstOgIiRoTKWkRhFReJXofVI7cNJmcAa9Su64RMZIKVSNKzj8rvBBvH3Pv9TuX7nAU8FGMQAExpoGISVN8XJfn1/HWJBfSgu84qjh1Q5ir+zyZVVAI92gb/aAl7/X+HMPnt7OCewDHAmrUWysrXMq1f14uNWrvB1HPsSzP/Zkgf4eAwpXZV/y+FymY3xn13Xf7Kah8nj0hrCa/xIHEpnn6l6UHn3bbpGNEvNUMvOTsTA8VFeqM5ExHhGnsdz3oO6Tf59xud1TCmvepWNVLo1Ko+hJvShaITuNKlgBQrMXtAIHr3D59VnYxM+kBapwrZz2lQ07TwRNVP+BSNrjziB0eyZL9IIrM0Tg3g8ZFm3qUFRlpuDTbEMsopkZ/glnKPi6r+dK1/tUVkomX6JZ4ctAD/F6vt4YTF3jIMA1Gy3lg2BjW7tu30K3ID1g0fPc7I+59Wrj4eN2n77jw3t8u4JJZLY+Y5xK55EWvEJI8+hy2jInhToAcceLUytpDZBhntGnnUlf4t7Y3mTO8VH6l/Yx9Vou4XmCp3r0eZ5mPJPfyJBXSMhFtlQhW06qYoexp9o7wxAeIo6A+KNiJc8jvl+nRmeESvFinqe6Nl87Qz0Pg5O+IKIZUrHr9jd+C7PoD9hUjEB2nkk2z+kMZbC3g1CE1iBGRofAafNk0RlwKaMT3YcuZfA0mMRGcIVIRogbGTMBrPDJsgz3BtmNUMXe6STSngR4NI/P8m2H22yMdInKEaDNYeiQL/tp1dfh3kKmplnYfuiuXiVUnjpS1jNPbl7jLL3rdzOB69cVn3MXyMscMcYarINUt0Yts8JhbV1hm9YeDNG3z/xIi3N89gPNjXv0ntj848ke0MzevuuB2chCn82rGxLiazBU9eN0Sz6d6loz+JnGomYu4B1349VjXENPwA+djiso/teedugtccRXmvnXq1rlf0sYCu9ERrkXjcFJnRf/bzIz3zHiwRQWcT4DNUIWvpA5cByY8nidubglbl3DbBjguCb7pOu+gyCHCnksJJKKmimZdqGJiug93fjkNQZdmRoYYcWDGTAuHDr/cmxsQXruhTbH+wdzfL1QrTgVkoBcGvcw8PLENL2MWO236mBkvO4GUI7HuM9RF094PvAK68P0q57lYykrTmXQ11phNA0lPBXv4OLNHAjYj3OOUQ/mCNopFum6DDZPmuepOF3Du5isqPQRNvI4pZKVE5KcExTHt9eesL1+DysUHmCEQ6wpH9eInb8j5/JKqUejpeuhJ/NR/qSuvSe000PCexhdvFAps3Sldnc89+iRCq4h+Nz7T/BJmZjWJQicvJA3aDNAE2eG/pwvVW6HdrkRmuei2uMik/dJqyyW8JUyBR8CytT7ElCCeU4c0CQNIaQZsZWDW81yBJOEG56wIOtXYAtkgY2Yz3Cg4ubtG+xiKRrZ8Nm1XxksY7RvVTLV/JmHZzNEJW47ZxA/xxv5z3DK5zLG5TsUS2wI8Fxk+31OAzp3WD4Kg+PYWdDSZOs9bRZ3PePIlkEKh/SkU4AR7uKUzyXON/HTA9kIQJz5j8cFPyscqUVPsznBkwEeuwGCyes9+9l04Ll5KZCwGxodKoIWxCxEaFT1rKjkSmMlRPcYuAOtyGW0aswFL5s0Iyx7Egst6f7UI7/wKh7dqCQiWuTLTeEEtJ5NqnJERPNJhPTy6SsSYngSNbJYiUgQa0gSBkJ0AU0nrYSZgQtOZygIzxNDKxR/dwRRBoXZq0A+GyJbT8xXd1CsX8J+/uChdvvkqepfYpDxZkA7nRHDFZHCcQBhtn1UCf7l7BWOlvXFcF8qTyIAy3bsneBgLdj3Yd3x0sfU0bP9OieFtUjf7l/CMy3txmBZIVn0RJ2MZkoHk+UzX1RSF1aK1AXm+lj73eCo7vQTaQqzV5BVkn2cKvoMx9jOPaVoMFalLj0M7agRxKVMasWC+5HENbf8jNG8/ePdGHXlYeBaAfhwIHkZXZKyEtItkJT30L8GihTIPozPZxmV3RA/KedSo7oMmbDjIcBIIJ6PhBheFYmU+CMkU3Xb72XRIwJRP0WyUypEBCzICbRCkVa1r5QYDISYwARXmSoTPlpLZ+XgwWiFi5z2mnY/+1JboYnc4NsBj5mszQoGIFGmoHot+2B4pkiFLBqdGyufsFvE5tjVjV14maRjFE65kAiO/OiTsPVK2bP2iofY4jXLeBnAclpoXjICm01yj6kQnnYgTWW3/+bh2W7nUrd2OWhje7eA3IYFqyJOXOMh/S6GXYjFPU4cox0V1LM9c0NkJQ1dFCEgohpz4j5D5LB7AJ0YSsdSx66WuLUs8hAfOaQpbL8KXn3MWTGSalaAkxlAXAIngiHEZirMoBngaYZQnw/jN7c8dAGMp2NusObEePLkT4pqIrRkQqlyn3gFHGGa+YoxaShK6QftGB+Ucg2+P8XbbItj2jYLo4vsDtnP9vjV82cyCUzDhhLwJhYwRqexuHkgUybgKo9rvO5OXmKPHGQy8bzIqoSFYT/RxfrHDAbsh5kjHdQTDMf+nTtUfHPfzrp9OSwbCGHo48HXiWCZWKDmd+TBk+ndYJA8Qy9NbyqWhUbzCj1H4VaIvb62yOaAjOTNMEFa0U9owlFC/gyFKEV/VGYToidvfeKqxwudXGfKsiNaIcUJrhfChCfx4ZlYc1Vc8viN+5HSWQfE+7IWdEN+DTWBzM0kc4kWLFJ0YWU8emEVD0BBznIwBgmlJauJgDybiY45UHtmKtbUgpcP8P4mCSVp/NJISlciT35C8/kDh3nHlA/gsZy1TQFvs0Lg8pQFpwGkrweiI9LR3GRID03zlO9r4MSA1JHFO9oMORDIEhpyP2G/n9usHEjYR1kCzxbV5ke8BQYfbs0a+cuENfI6eeyRT2N06gSxe/9yFC36N11N+xqkE8cLnu7OaJb60nVTWkm+uw69TyjllF4H40rgt6DStKnLmTLhNtrdUd7GQS9kOp9iIizUVMwIna8XaRkmZRvcilOG2EEH6tTT4gjxG/N4JZCCmDxDvcQyMoyK8Kg5MkGTMKnMKlFELuY+dUmTEgHLwKRnsB5Mi66EHkrqwgSudFo5dhKC3ZhtP+8h3L9+CwXRtNB72Mpow2kMqALitimDhwI6Me5bY06xYJ3EcsW7OdYYJ5JuYVBuOEj1M1v8yygZIL8SlE2eovOvdp4AQeFoyJlI1iA1fPlhkB5xNl70Yekk0yq1NEYB6O2YPgGw7WVb//JePrYC/iio5DSKqJjKOWLPxE1S0KtaR1z/93Iq3Ruv/QhhfoIvDUMVduXRR/6ECbXOZ4D5GCx+qkj18FXJUsYCEkZlk1h4gijuaH3SxwsksaOtjvBGClnUZ26LkUnT4FxR9ckqbkIBPI2IWOG5qZRC7qQTl+TKUrIccQFOgU8ZWSbQ8seSp6nD2+xmFMhIgAL2DTOuLo31aQ7n2cIXnCUGDhqb37cV1jw47PBjLPKJg7J5BncYpTKGJRyzbIZx2Sn3xE9uxc5EsafYW/msDOZZ4hopZRK95ohbnjf5xIFcdakLtIG+PaZ3XWCCeon3eudYv1VL5QCqKqqb0OQ6QtL7g2nCpF+IwN5/MyQdWWw9YiDeE5n4DjwGGoUPgJkXQkDpekW2EaxsJSexVLQpNbsdogwcn3oo4ng8nnMvkIwgLkIK3GdCBO3ZCXwhlEBJDxRwI6oErF/TCKFVVu+tyk0+ksYzD6pZ+v5pyOU1hvCVKo74vvPwFG9hIa7kHJF6y37ORXoHDng+z0VxR7L/lEUPNBRksycnGzuvzuVpo/YN0x9jkDAKYtHTRvFK6sSzjNWqJ7C7zhsFp1lnQKJgejjIZF+hLwhhnTFGSdNcu1bsAMZ+l5b7hMJb4dnPqK6ws1o91DRHFdYoB7RQ5S9a/+MCrCnmoMIw0DwrzwgqrofcRZHgTaN7eRS1YAaGuwmZyU3xhL7yTUxuklzlOO2eFU0lr1xFhdPCnuAhoIU0MqFEE/nMKM+B5b6MsssGUNHov8Imsz5z19PNj/EFhRA2U/3JO9Nj/BhfHjoNcQyVLn7Rt2jdZLmF1/HIsuxgxtWkEC12tNvrINiONt3DB3fiEbFk4dlFfPuE8h7LbMpmJTDP/rOv6J9NRvKhUNw4MBHOETSlkb7j2LsnnlySp7hJY6g0uDq/iWFf0Xc8lvF4ECENWD2IcuzwJIpfuhx6l3L0GGFGsRZHkpIWFH6ivzxUSkre/IsrT9I0+tALSBJ7uhHToLEZIl/wfJpgRjezz6YmhFdUlJIa0WFeYpQgCuRzyqmq6RSmExnII2MTg01mKmPRSwcc4gWeuKFEeSV0AOMHTOJDpGLqVtk8VZTvXPCn2nX/fq265sDIIM2bnimQIDmqdVTqRLF9wnxweQgkk86zug5GlB7iLVEsT/GEyma/LekYRyojheb+xAT4VkFCXGHDw6U7KWCodhcQk/Ez8jLC1uBY3ZC/YapDnzQIk0xTnuqzmmKIRpJWuMWs66lA8lv4lTqiI1qRDU/5DnpDhsF3PItb1AeV3xZReRhyi1v6KJxqaeQurrWx31cyvxTkyE69H1BPg1DBEZeMD2YDw2spbdCrTE3AEz0y5oPspxncmT2fpjEoKGwwNDzFLj4ZwLgw/xTYXcTZv4ZcoR+64ZBn3wBzjdf67bkkLmlppJ7m7skBjnzd/DlkcelK3vaDsbwYnYbnPJ+130HFJk2703/xBtFbeUX56xncjFANPzJBjAEvo4taE1liash9eikcopM1rgZZ7iwW8r4zYgeAuHAIrj+C+jTBUSc+81e650kmPRS/MpSKD2Rgp5gFLM3QBX1Cf0LHyEHVdFuOerYdyp2FuFPYDqGrD8hOIiXwoCrzXtMnfMpgIwxgxaUSw1zUoA8lFn3FEbbgjevpXI1LwSe9DCEZp4/kOmneNiMjer00AXgR+27sREqBa4j+6c0cxdr3cmpEGpnbw/OM0alLYXbEhTXYf/PE+E0MTBnc5CkPv03rnJ9TLWbIkbPp28CpE5v0fLKUVPuM1UQhI31Uv6c7ny84ogjlyIAnSpmWV/I/9BEWkZe7GT194wH+RUX1TekRneIecYOGV2XPL/CTOb3wVv+djs9pV6RjaVTIHTDGSXukCCLGlB96sekkzIxqi0hlZ2KPRCpQEZSiRFRsiVlEwmy2TyiWwvIvEP2nBhCDD1QphfGWlQihyY8ZSKdaUHExJDVW6fkNbRPN3DAaAeyjmDc9WkZwDDTSWafIfSd1zmdGtxpjlCJ5h7Mih7QMmSO0D2ezyKNbp2qqpgY89vGcQPZEqSU2ge4C31cZs1sZw9e4/WaHr4JYUMqzzr4+Dx1yDq8KQmGVvfqH7tdbYAeMhjotKERRgK4b9VI7WuwuIPMOnRccGMl38IJe8WUURS+aJDpZtqDkUSXFrfD532NI6qmqZ7p05lPHCj4P0Bq3SUz5VH6K/7QiZx5vZLRIhXyYpmDSnlkwVcj8KldPlxfMjDMDM8GsDCkCY9uSTKXEcx8nGUBh/e+/yrTooSganqVoyKdkGUL4pFN27XYFL/WYflOOqPUlaryKtdflr0z2xiiYLuF8Fddj3e/mR0wWtnx7DBrSxoisEGBjMDVpHE/Vv2kLVmTchGZerlZOkBcRwvP15hHgCXv9tuhnYlJkubzvYwxZY7YORd5MGlfVtOK4WdRpldLA0AHpxI2gsVlxzHuNfE30rysR/aZy99Kf6JLnUcm8S+iXKqMZGiZaFonipgswICJxp2++jbdi2e+p+yqrOCciCkIyRSF0Aa/JLG6moQD8LRm7YQ0AmXaGRqWGAKjCinhXg9KEsTCB5KfDVVLPnWmEYptL4EASTc836HoNH+In22+EITf1wWGuwJRp4DUp5RSEV2BcEzX4iqE7ibc32NLO3jqbxXyBBxiPtbBJDS+U+Zh+nB7O809Urq9FRtHMBbomy5pIZPb0g2SU8UGOlCVdI84qClJrbCl+jEw4c+JIeJu1XivPvAMMZB8h/NUBMhldKmRXDjxTEXsXYMALNMWuWJ+NLU0WrVAKMe4AUFuTMGVUtLo8HTxxKcsRH/nCZBBDP+iV+PLIYsq3OKQc+z0zVBWmxEvMxIOBvjJSsz8TxGSkI3EZ+JVW8YkbCUJ4by4RYqd6iqu41pA0r0Ql/7lqMBq0yumwxSK/oUi6qwAZGBiLVfjurLTsdZmbidzAGrLrmLfLFvPiD3v7KPQVeEgvfxolqxvYBQZD082f4usBH3H8mBPIbrXyX7wqXmgOelJ/st1fBI/80KQg9JhqXxk1fo3HTFbBc0tzS5tbBUT8mE+l9Oq+y8UlwekgK1QYcinjqjRlIKqCPHqe1cG4D2/i/d7bEvsGDeLFBCXrw0wIRACUzeFYAYWmmCCUjotOJAiNUW7azrRXJ+lJU1vsC7HuYdIjNYoh7GBA5Y+w0s9hLDPCTGWGwCDsNcJUamWuIvLLz4zJSzWAxW8G0VgEU7YoUjyIuW/OaRKnS/Qyy8zr+R2zFAolHOMBbsy3qSyX+J9wEoEf63PQ4Lyb71boTZXPl3UyZYJhO3OSD/3RxG7RlLrwH89ImkXmWSebFMqCRsizXjIpeiZuar6OG4y6vmxpkw8q/JYxZPuIyZfAGr4CEKQxm/t6DzeZDnwELWWoAJURvPx4P9KkNZOuXh2QDfjwmeD6JAJ/g0YKvOglFXw5DXsIKglJs4VJsyCRKYywdhEMbIrQKqU/IzDoE3lnmNdtMbe26iMKi98hYKjVT7xNwGVIXISldnwjrhLFqUIqUSz8cJxkrqjyKy1+kmmbPzxABimA269yVcOvcC+zcrDNjLJfEBLWv5xnoiuj0H0BaB6L1XtprJ7y+YDNmOrCF8FtZt1W5ekEnh5l0+3GgUVGovVyd+2jY2GMjQQ0xXi9DRRb+/AUsZpGd52AQBNPzce48y4wabsZmLh2rKx6aXeoWBn8rzvMJXozvwRge+bzWFHGmcQVmv2JmCipnoNHDJ47hhsylV7MQqLjFIVOKDwDbkRPks/AFrPKweQSVv0lboJQMERP8OL/ikhRLeSq8YVMKoIHpmcuzDqbGNdgbkKYzVAU18chtHjeJ46bydWbAegVFBHjUQaY8HKsjCWDYuGF8u4pcySMLxhN4pX6wILRAwbDsxUNcuLYZC5hANLa5OMt7hh5ysaCzWWmRQDzfQrzrkE6inzCUpfGZHA57TEvaDvvt8W2dYcQ6/OcaJU5uKKfSWybezxZNU3O+2FcDCiqkDAq8qUhL7rERrbsF9okqxv+TwvOh55f75IqArKbNAq5NGflEtqMBnjHT0b54FVa0QgASEWL39zUZRa50pULdOGlQzA/kSFktZOpXIOKOAVLTJeLpjZR/HgTkcNbpE574AeiGAEaCgpcVMWOcEBVX61zGAKGXo8DVugB7136LEYDL0plUDaTrETEGi2BAf9OOrDu6JWgGyAfp0DdA+dWJz2i/SyJVw71bq6R2sSKIx23wz/xhWziH/HerAmLvi9Ls+fJURLwPQtHoDJ8eP9OvrytHItLeMQNvoWB1Tg3Z36e8fgJDMn5Qr+R4eBFGu5TcE8fIsm66EUw9WbfbXgLIw0zlQyPKM7IuAWezBMVg+bREM0GsJ4nv1GYCR2wqOV3GHBgkU8ew6gG/sSAjJjpDiQdlLCEtLRsSa1IiQM28g1ArqghSdxWJoYlC1P2W0kBk2iHSzqoyUsyInRRi0IEIAzhZ+OIDLvCLQMfmTKtKGkDpknVv+KtlzBoSMEhSQ/mQdo5vEdDAOYpJb7AruBdeLZtT5SChuetzON5nnA8LC8bhqznIPtJeqluskulXrq2uaUv9pBY6LmK4bsTGShoePB0d/MGdLfp7y06UMHg7UA7l7ebfXW+1rjE0M0meZ4t8m4wVXRl20W8Uz/27Zz6UUc09snD27P/AAAgXElEQVQHJZaMpfBk3wu4+mcISZza4BK86HfSn6qU6Cx6BMgQRXE1mTDKZEefLwn8ACNtTaaDmzIJxcFHDbOipRdD4DrSR9kiPqEAjQssMZRtx5aRrr4wSLJJ8tdQNyHbmQhXsAURwI5bl8GsUyByyksBOl2uRRK4Tls5hR0KjAiFgMFpFMZgeZ21/afHHBmhd3PEZ7ApzRotBWntq10iNm8shTFZazMqSZs83xazduohNSAHIJs0p3pER8APOJDbbVYuizlgyZ67cEGBoa9xu+7Li9v8VRziIaj32U5PCTiaVTxaYeKpYMjv/OMYzJif6DjXyl42C3RexlTeJxGUUQeeKEPddc84wAARsVTow4x+60GBiqESBISfGWZVdvGlYouV5NiBD728Ir/PBPlFvGKcPFcK7EwoAxJS4CI6uQ4KZCytVckd2EGkovpvT9czDlCv3zSkkaZk8p+kA7tDJh8M/Ro4aRMdHohbnxigOStngadxZt/mjMKmpPUsFn5eqIaUi/K+shgDoZByQih04mHlhQ70clkFwdBVt88ar+opFZXc9vU85HGJF4Ywa2iy5w5vZ7wfu9OwDRq072DkZW2bXaS3crgnD7LVDFv4KYTSVxTYy8MMlx6Dyg+BtKJej/6WtrrOEi1Ej+UyytUkU/JcyjRqJj2pxiS+yii3/Exl0WsWBL/Ko46Iq5ZpiiumbCb60NUPwSZCGKPCIRSRI5jGoWKMKYLcJEwYmyb/kbAjvT+EeykMismCT8kKhdCzFCKVWQyAf0aYuqMD7lQ/1WH99s22xQs/c3iP+XzUhOUrT1mnYJeZoLX78CQKcncyKwjgLS17hSoklvhUvAf+bM1t4Dn9tJT8NDKv3GG8esUYcprUMkoNcQtP54jAr/04H6ese3ghfJE32LSoZZfUGKw4TbOLlY1Fv6eBAWp0WX2gO+C3NjzMG7eqMFU4ka34Rwh+JuURfVAW6nImJJ24dP4n8b1S86y24mRmDDbPgR1ahqb5DulgJDW24Z0K8yLv/LcUDR2nHoTooEaMSHigfwMrPWVgPqSgc5U+SgxzIsCrTE+ZaAY7Qh75EakbaG5Dx8xHtELphJMZeYjbr2VeJUtJ3oWgH5e8ATvMf5u+2ea9u+3e1Ys0gXxQOS/f2NnnZRxelnYS2HZtAeNbodP/gOY4k6/k2Xm1TFoDZ1jnn7UUc42RufXdrSYxJURw0ljZ9IqGbK3CgDzmwqkX05bgseSLQxhqVkIwxF0Y2jLGZBMrjHPFNjM53s1+HfR0dE84cPIpTfsc8ObYiRUHK9N+WPHNb2Toeok09VMVVYn7M5ch70S/4CbdH4nx7MUi6c45erZSOdDJlBaJgyagSRc5A6FBpydYTCnXEpfYUO/XjspTvnNhPmaNLrCCfgNZEQfs4BeBkXhac0DsYhZ+GZ2x5q7wIZwK26n0jNUIFjiAytBLLmkLafH6ufeb5y+3uUeOSDGO9dtt8851jkLhQ3eku4HToOjSsImkexYv4u7hOQs3cHg4BhDSdp6upkfwOBS2E8kL/bsUejoHILU8VjmTpp7XVwQ9B1nP6KkD+aQ8cW6z0vgWWRWIIZLX6AI45+126dXIUZod4pRz88GdtnrhZHvpyFFKhe1RdgR7uZj5fPtCY1CHyWEyGJ0mQkcSywlScIVTb6X3wgo+/Mhm0AIToAFLvOnBKxiYD0rFn3SDcCFkKhaX56SJbb7Eyx269pmHjpu3zBQmIYR2ZqwyajpYKCnXgi6UGJ3R5Q2EH5krAIWb0vc2ApooSS6JK2Cf+v/OC7oWrDtFNhhEHPvV5+1Xf/k3bd/8evvOB3xwZA8H6nCMRZ2q7lkkTiHjQXQtdCN8cScdcDkhq+84zPEBli0MZJv5uYUwx7/Y7jrG1/0w/eFxZwq2uMiIl7NTbH5dLHJ6RBD7h/YfnZCufp5eTWPz6omifp3IfiUwwFppVnjp2z2ANoXzbiLQuMyulYWPu3j6lS8GPfPq65xIz2fss9FBA1RLO4Nii5yUoSppxZBFKeOZYnLnf2mBPK4pe+URPrqQ7nAw3n8jiE8I+9zoFIbNmDZSpFeQ8rLCmQ98vJEumfFrpDf8r9sSLH2dgu/kSrgIDVpQi4C0avcFhTvSE9l/hDWYJg/DyHQeugyhORE+QMCzisAKwoUzF9s//NVP2salC+3Q6y+03by/wBQw6ZpEZQiT4N75O/pRGM82u0qy1Z1mWAOw+6anccJ2jIC3MLS8PcZ0sCPWLN7rEgj5IJ/dEUuNvGpIoGeU6/ygTfYo0BgixrcL47b51QDF8xo80pzHCylTzLNkifJgHw7ja6tnj7eHfLvtxSPv8c2yA73wXM/A2rsSoyOFQJ6hfp5SwSLnVMHQp8zyTJl2fPlG9zInTHHzyM/UlCqmI/ogQ/Br2q3wfS5BCm5Ah+3gIc9QLpzu8YiZIHsrUK8V4SXwICePSgvzoh50C3SkgVAhmqnMJSKkoCWefHq6gscoBeJebo/okz14wOeZeGf2Ad8P+/RnP2+nvjrW9nME2NLrvFmGp3CO7ilNbkkMKpZVy1k0sfbV6XP50eJ4febbcjQtAwQbAWf38Cd4JzwgHs/5QOFch1ViP+ZiU+uI2Kma0gBw8MjEMYZnE7jM557EGyNnPaLv33qKQLxdvCOwktVgSJea9PKrDvRUnBJK1Whba9fara/W28pdPN8zL7THEF/haIu9nFRVOFS0DKyUMkSI15C5HxHeqF/TCRqkldNrJuETWzqv9PFbcoWMeCGqnISUEcL7FIV6zX8BAzPwCiEotA6kmUcV45WQTQK5k8IkKB6hMyWX3Nq/qKhhLNPRE8LiIcSZFXSWIimkQgAiE7ySARw8DR5Nd+yg5xGbJv1G7ZmTZ9upk2fy+YDbq6vt/JkT7f4tPiGKwV3lPdrX3znYdtFcPaav5pKZcml4NpdjMVp5Fulz+VVGD+LxGLINj6FAnCUVQvtKFP1AvztGPFum/HaZXo/YGGFGt9B2WqaaJPRBfvVwedMMOvb79HIq2Wkb86JH9RQpvamq1OPk4G9I+zYcoDF4p3dSnOjZ5T2/yvj0we127dc3YnRnr/H1Sjadfvh7328f/8vfDx+1WUEldmMgU9XX8tksVoHLu4yu4IKbSMtDdAG84c/ENB4+VzBJcKOD239H+riaZhmo8zQYHa/SJQCF6BXDmzWUIjtlOAgaP4xtsB4MpjDc9cyEZgQwFVwvEUI6dY+J5L74E0mCOzpWV++1kydO83einT19pt26er3dXrsT0puM/LY4bdMjxy7wMbsPGWDs4qBEPa/Nnq8PyigK8E5m/FkYmcjFAPw0lDJ5RNnIS4yINnCZwcBjvKcj2nlGwhqMGsybY9C1OdSreZqouMruoEPaWpVLYZkz1NCAcH7RCeUlDNLCNeuWnp6vKrIvfGukJav0XMPQuJ2aWXr6EI+83Y68stKOn77e/v7//q98SPD3/80f4sntUhCmPz6Frle9smIJoEb8V2UmTN1zFwOxQoQM0N7HQ4FPsurr16JSkEPD0idATx05VWJlLFsRZhoAISBF3didrlCkZNYFDFgXSGAlMG0gcE3UqC0kmEXD6BvW4xRjZEIlZKqAXLr47iHZt27i4U5/3Y59dbydxsvdf3CX9dC1disHXfueA/05Mjef5a+tdoJPib53+UbbvdfJYTwLBqIndYMnjRVClFHki4+RtWqixrEN/NI278fi0XQWLnOpLPuFNQ1SHnPZJS9q6Jh7io6Al48nAEwHGBgJfT23sccQAfSEAUe1ekKV7ZyiU1cWpnpxRWSRSWzvM2eKlahKQ13HEts8Z/btb3s+2NW+PHm+ffK3f8WXJx+3j7773fYSn7PSs+RP2gR5VVdgpkklb6MULINxby1w2DNiOvtKR4iICkLu1K3I4QHGlEge7FJo6YnuiWXoA6+oj+mdyQvdk3ZfRuEIglwkIlMZzjx7m9gACVYF25FKWIE6pmSc+1IF+Yf3sA+1dvd+O42H+/Lzr9rxr060W6u3+Hwnng3lbmJkvv63xVd2UGNo+S6Dctyi3/fJr0+0Ay/ubQdf2u/Ke0a+DjvnaXod0fpihfNoW+xWYccdfDEk8DU+NwmkSQZsHgPb5rRQDU+btThocYGvD/OlIoGr/F05Zjhy6B3cSJp+oIZnJSBOg8s3y7wyiezEteSrG4AGqHDZYkUcEvDneI8RcNTts/Jh9GR2kT7onjnOVWEl5PzXn7dVPP3lS1fau+8ebYe+fYizll/hNFLXiqVlOVgo/IHs3fAyAbAgRlnBw/TfDMFKmSpHPU2hduDIVJqEggNeOXiQ77CLgBHf6wdNrYTtwwkbYG8Kc9bSh6WO/lmxEq4zLJQ8hyF3Rtl/G5PU+ewTca573qCpvHDuQjt9/HQ7depEu379Sjryvh/hizEey7rFwj+r8yDgxp3HKM3Go25wf/zrK+2Vz55tf/Av3mt7WRXw7X4g8y+devYB+Aqhg4ZFLMn9dQYrmctXymUf3W6H8256Ho+X1UiMVy/8j12k8KzRidBYaU6hk5pOTm1iyrBIw/CiFSLUk+fpjRFvNpYSF3jyoJH4T+XbX1RpFpZ4UomheoXvGl+XvHXzXru6erJdx9sf//xYO/jaa+2do++2D7/7UXvl4LfgrcDAQ3sUeiL8ge4Ik7SZuKHfMOdnQgNJhJ8E7y2L2TgSoyOvJI8cjDhig17xGVzYzBCtB+jMhHCwUMxA6JkIpmky9Zrf+vFefH9lXBAUMv+M3cKjbPDN2evXrrcLFy62r46fbGdOneWbEXdzSrpebhPPZv9KedIH1WuBbUFqLOkgRxw5bbd7wP3yyzP5suPHRw+z40OvhKVpMF0pymqnn6EEUzJUMOfuIPsYmLxdpqzQLE5llABDozxgDJ5H6Y6+om1hvBl4Wf9VP9xrhFGNCiDAOYarb3TXizJligWgrIRARzFjzE5mV4mlADM6R949TFCLd3/tUTvFdNIDTsPya5XX+OzBtVs32/lLF9rZr0+1ixfOt9/57u+2Dz54rz2zb1/0JfFR0JGrl4rSIW54R04fEpNYHxLSChZiZBrxXpW7cMYVTsirAqQyBqNJDQ0zmjpsFH08ASdSqIhQDOHMrPtcUUHw1mJMFD8lqk/c+UAYJ5VTPFkDXV29265dvdnOnjnTTp861b4+f5bpEb4fkW1IbLTEo3mC0yPOI04TCQ3sougpHwUE0XgYaWZpTPvi342HD9vP/umrtpvm7p03+ZYsvVZHjsqgPJ4Y4FSIvn3BQQP0tvF2W/QrK2ujamjW5qNqujSAhEZVJMXxswPSVMGuWvjgdEpglJFbK4leSu/nIChTOjT3qTik2wQ7ABGnqzp09IA1cDF/dA3w9K4fO+Gtpz5L03rszDl2SNPtgL4ze3Psrl5ffdjurK222xjhpSuX2jkGZB/97nfa4bfebLvdnOocJ/Q0hBGQtAI33itHNc8jYZKcxNHKGQvoJJCF4FoO0pl6N+OFNHYm8Gj/00BxDCCJFgETVOAwQp9HEH40nRK2Gau+T6cThkz4Mil76+bNdpoBw6lTp9vZs2dpTq8zN8dx/n7ek2KOclGqByluMp2CJmlW8UoWOnT0IjZ9DiywOxggE/DDG2sarnWex7D/+pMvMmd35LUDMQrtwmWaTLNgeBqcHX83jG7zko9f5HH/nWeubDBV4Yvf2ifFGU+oglwCS3ODXmzBNBq1ZBAuL+kgYw7oUVgNAletJ7WCaLiu00pYOs7rickDUeIDkzlCdq3Qf0y/kGRBPGxoOYMPvgp+71H75+Nn2u1H7COEvW/F+VVyB1FWFie97yzcaecunOWk+VW839ft3fffb+999J32xpHDqTDTsrQKKUKV7zRextP4iREBN0JynvIN4MS4hDAtV25mUII64WFCT8w8XpCIyIRwJyLwINixJ0g+F6PiIizjwYA9sjm9jsGdOtO+/OJL5uFOtVVqozVeA7VD7bsO2xiaE72jnxUXFxho67LhgETgCWP9tq9Yryem2aMmC+V7sRyH3U4xr7f0y1+D9VF77eAL9PkwEgvXTIAtTfHcIWKT/gS6jmCdr7PZk19WDzC45AfEUhicMQ7HK+XUlIt8ExFDVRGqgYFFacyKU3N5ekUrszbpiVPyN808+w5vXhJHJ+k/Kyh0NCQrlxVkt9/UQL7jZ6+0z46fYzSrqSEPdKys9fkCdVRTUTdv3MBImQ3gOx1X6dJcvHipHT36Xvvgow/bCwdezHJehFFk5c4VqZHFx5Q3CTHKpBI3ngdCj5dA4Hp8cKWRbBS12JARBMHqLo99yczMmmCKPyi/CBTwKIAhbfUHBabWoSRXA9z6feG8/Y2vGZ0eb5cuXOWL134dxzk4PIGjuBQ+qwdupvR7YkMaLMgaHj7wlqu/xc+i0NOUJ0xpq/TIqfLxSuDYtB6/dANv+qv2r7/3Xnv78Mttbw7ywcDwLOOdCUvXqY95Xs6Rh98f28IIPUpCD6f3cMS5SbxSaDQJQ0Fc9WhoCKkwVmD1pC7baZi76JM5YW1TrbGliTUtRkf15JoSADhdCIiPgk6eyJff27VSeKTFRT7q8tOff9puc9q8Z/qhuBjngm0VsHrY4FthaBY21h+3Gxu3MEA+h8UXiq6yoeL0yZPtHfp+77z7LlMwB9I/VZ4KlUF/S/MWP7nr+TVuxHeEyaXsYvKYm2EroYp8Q20WlxlHdQnkBLLGAiFQHrmkOUW4CMHzQPTGf87+r62tMVi40S4yOr184WL7+uyZdv3m9XaXCV/qMYcQ1jdbVbSjTRW9ydSG/6JkYmWaIuSaOSXmE5TRwYivKqZDr1jWSpss7/1n5XC6gUna9KlI9xN6p2/cafd++o/t+x++0z48ergdfOE5lKiROZKtptM8xcgoxOW97Fgh3zkDhe7BU97oV6YlXvxxuUxFlmEUZz0vUTEsv+LjDmLXYV0is3uywMRuTgFFd3VwN2vGeFSnaiYzA+ZB44WQW+HtJqbvyXO24sN3ns8X3GQy/a9/8Xk7c+kqE9t4O/OM/qUlnB9s9tyWbfjXkh+Vm39s4M9g5hr9xDt37lAmV9vF8xfb8S+Ot7eOvN2Ofvhue/Vb36KCUNHQgUqNwSgHnhtVKVBdufU5FXCiC+MEInTb6Q9cKl8UCvfKK4gWUwbdsfB4RIwmltsI0JcBtb4gGW9hOQh4+IDRlAOFs+fwcBfblcuX22U83f21e1G0e+T0AtWsso4aXJpFvIonctog65007DKqanp21P7u/UopjgRpZqnZBjOQ3HAX2c2ZwULRs2FFNx5stb/85Fi7QZPz/Y/fbS/v35sPpjhwUQnu+lVBo9arovBY9uQAugDINs+6LnaKbqy1el3ZghflM0DQy1Hg86wF+1pi+mdcLS+F1Mv7eVKNzkL1rwzevhy4gaUJVxLuDepNb6dhbaxvtb/79ET7x2OnGVDg5aSJl7OSqAvpP6HLklcloWJf2w2laR+gv84g5CmfttrkswkP2b2zeuduO3/xIitCJ9vxY1/RBzza3jr6djt48KXs8HmK4FZmv36UfEYuTcdAHDe5Ny/EmM2EAugPFSt+Ruo9thRSD5a7oa/VkiFwVI5KYLxHsSQiNeLhww0GCncQ/AqDhdN0Xi+21dusH9693W5dv4EmWGfFONyCpHhs+E4B6qEgiTJszvBMjMI0sEzHoKQsvFPhLIi830rtUw70n4KxoDKVQrxyqdiMmOGBKiKv8Gg4NVTu8xzb76aBBzSln544R5Nzv/2rj9+i3/di2/8MR71SYJkQ5spN7tN0ghwdIDPSIBPNJoMB+6E2v3n7H65jOiTvwWYzAZJAynnAJd/jxUJUvH9b9D8tgBqoVDOrnlStLwYBhQz8kk8rdT78Qrk8Ij+ffnGm/eQX/9zuMpcpbWVLkcWyzb0GW943VoFsGqT6UoHq2K0Tnlhvs89oj9Wge2y4WGu379xsZ86dat/+/Nvt7bffwQjxgN9+jW4CZwxWHQg/7aGMyFIlKEQ074OhDEwYC7paJGEEHeVTOCQrMF+/XIeCOlZR1KRkhUSbOEeRj5gdv8my1OVL19v5y1czFXLzxrV25do18qnKGPJv8k1W3rbHZ4FjYdFJhwY+IwanF1hCgI14DbwDafbHDH4jwrVZh/sOGdO0I2M8IRSjAHBT05Ivkau5MhM2s3PUZgcNGrPKVVGZ+uccEyDzZv+Ja2yw/OkX7Xtvfbv93kdvMef3DM2sjBioQN+mRW8RRSGgXQRpujVdYzBdWSMfqe5cEbYmfq0orlbQP9SgyKfNbFSNKMkDcZqMTWnwHEzE+OCtFkl/zOkDjx4yfYLhqMd/+vJc++HPftnuMQjalggtRfJm/pL5oUcLW37IDJcFvK8TA3pMK219Y61XDDz4NhXjAX1xJ7TXeIXz2g3Klvm/L4990d54/Uh774P32+tvvsESnV8GV7bKn4ZiiBeDXz34672WWhCV7wGr0ZYVD4dmOV28eKFtYeiLGtFjPmu+zpTCA/psqzdvt+u37rSrl6+0yzSjGt911kvvrN3GKl3GojDs01AwDipUasobISz8UYgKkaYSwbJchDwefGMttXCyOqDbBdARXH2/FSQixK1fn81weeLk0T4JYY4CShYB1lBUtAUb94Nx56wOPv+ul7h5f739wxdnmXBda9/7ztvt9Vf2M/BwYhaDc42K/+JqjwkUtobmgdldd2YTPtUky2b0hfSWMToQXQ1RFxaDMtf2LAzNPGtw9Fk1Og/+EVCD0Zuu06I4h+keh0+/utT+5tPPGhv5WXUBTk0o18ifwhqHsBZsskxMOgMYrtMyUvZ/QiFHdo3SwyPdtLDFYMVpJOW9x5r4DYzw7NlT7c033mwf/s5H7dXDh9q+5/ZCAgOElmXrICzsQ1g5Klh5NMCao+vlQIw6kL7ew3Lwc6z/+8//R/sPf/Tv2uLFi3Q8GRxcu3ql3WAD4p17uOLrq3xc7n5bZU7I7zus4+6f5h1S59pgwDzcnN6NmpN2EWWa8XGsv/24EZw+sZnM/JsGZ0efGq6gFloygqexoG3G7COOLFnQaTqIsHk0I2KqcJffylgsUOhrxAkWirCVPufJUPRk1yD2azrp1+iLHn3jYPvwyOvtwAvPtn3sCo6boID0rva9MnCBVjxjpMFEkN1dwzFWYPgfeTQo5dL4VDKckdHCUiP2E8mTFYH0GCjwCSksmlVOMrjF8uF96vAvvjrXvmAr2B2MQ++lkT61ubayh5/0y0PHwFCGXNKSKL9APBs8DDLz3cCoL7W6hBzKa0g/Fvj7Dx5S1ryMjtE6ELmKHZyjz37otUPt7TePsCR3qL348ksZyFheyqQnLGMrXnBQGaE7fiwb9QJzUu3Hb7Uf/ehH7daFK/H+C0vze/7ss8++aCfpu126cgFjo2m6eavdY3eIn1Df5O8pLy3Tg6OPRQ3B4zh9YH9ufhgDOXehPE2TKwVwD1OuCmptcfHcWqqBaYiZfA0ctUi5u92kSaNQ0gIvolbvEV5PmmqjWyJOm41B8yiBpxhzGZ/NpjE8mwJ8Ch6FO0n8kKmcyzeYZL3KXjdqvM2o29QtyF1udwerlr5QMnJbaDaJ5V3CLPmRh55MZilv8OSVLd7yBc+zmJ3E1tMtwMfBCBmJEaufuzfX2pVL19q5a3fbTz5lkwTdmEfkMzpDx87hpW+r4fZ8mm9Hwgb8fHKZppWoBVoBhCBO/ZcMetXIQqQtUHSjKgGwMnhFne0Bmy7u8zVyK8Jtnc/qbabGzrVLtHxX6Wqt8z1fJ9ztYliB3JltkTl5rqarwsFTwWBi/uRrGbhc+IP/+YP20x//uP3xH//79of/9g/a3J//8P9t/5c/+8/t5MkLbYODChew5nUMbAsP54KzBNzCNI/QKVgozzHrrwKf4q5dvJ5fcXUBj5W5MBTeRTFTWlCKDjzPAFaSRT8ATB/LglIZ1k4zYxYEgHSmC2zSVa/Cx1vQT9EtZa7NVgjA3kWvIkhfEU8nAn/W0MjgPdbhTmRPGMiJAzx7NNlLfKLz47dfb2+8+lJ79cBzbZ/7+yg/+7mWnvkalUWD1FPYd7UyGKRryDN8xOU3MjvKzsK/MRhpDZScx3zS7t66344dO9NOnL3QzlDIjyjFLfpg6YJEB+gk+YcP+jfeazyuHh6aMR7kKP2qS1Y78JT5DpsA/vGjjPKOMSCHTa6G4qsBerrQQf+Wrx+hdv5wDx+ucbDgCs/evXvbywdeafv5gtKLzz/fnn/heXbFvNbeePP19tyLz4fOpKWwiJDPOVv5Xbl0qf34h/+n/fqXn7T33/+w/cc//dP20Vuvtbm//ez09jqz3f/9v/3X9hc/+It2lzXUdHYUmj4Z0pQ2bd9j4+YFg2CSlO+mV5zaRliDBeDxDlUgFBye0vVSC8999nhcDIIxTQYgGAHCuWHSzKaPCK6WE4Phlgd/KljYkaPL4m6OyAR/5SxNd+CZi3impSBm4vsth/y356jBhw8caO+9/WZ7mY8k79u3QvOil9aSrL1WGPt8em2eic1IV+NUBmhrmEoR7xivJKylvJ1t/A+Z3H3wgEEbH2U+feZ8O02TtgZhxXK6JOKRJ43LpUDzlqYtekB/HvoDXStwuiVAyN1lOaFROn3vWH4ZH8+J9wejdfCnbG5sUCaDxq1ndsYgsKjUAUvWjXUG0LN5XmH5TkNdodxXVva2/XyF6NVDh9sb7xzBCA/zchL9QfNiXmm+HR/8/O/+nrnDzzi67Wl7/+OP23/6kz+hBdjVPuJ9mbm1BxtUCQ1is62yzHKPDqCjzWgawSIM2cs/iMYrwUC9pAnzSh5GzY9/6pkqWLNX8JVZ70tAMPlHKB2EpjjFDZrjHnpFHzk1MOEVrPOpEaPGV0ZgdOSbpWtE56tH1C56ckjJ1yKzuXVi1t3H5SmIFZU0Q2T3OnOf+AEBc/8lH/KIjMTYQnCvN3ITqF4eW8Bsuk6LSOh7q6zyUkpp5X+ejQ8AeUBXuTe5boJjxgSapPlcOF4m+Q4h5ECuWfySeYovpkjmK3RkKm8fc5UG6fz45+YGB55Ocutp7WYdPHQozsWa6fFs/x8dgX8YSszMqwAAAABJRU5ErkJggg==" width="300" /> <figcaption><strong>Kevin Chen, BSc</strong><br /> Master Candidate (BioE, University of Washington)</figcaption> </figure> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <p> </p> </div> </div> <div class="wysiwyg_threecols layout--33-33-33"> <div class="wysiwyg_threecols--first bg--undefined bg--transparent"> <p> </p> </div> <div class="wysiwyg_threecols--second bg--undefined bg--transparent"> <p> </p> </div> <div class="wysiwyg_threecols--third bg--undefined bg--transparent"> <p> </p> </div> </div> <p> </p> <hr /> <p> </p> </div></div></div> <div class="paragraphs-items paragraphs-items-field-paragraph-sections paragraphs-items-field-paragraph-sections-full paragraphs-items-full"> <div class="field field-name-field-paragraph-sections field-type-paragraphs field-label-hidden"><div class="field-items"><div class="field-item even"><div class="entity entity-paragraphs-item paragraphs-item-textarea"> <div class="content"> <div class="field field-name-field-pg-textarea-text field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><div class="wysiwyg_twocols layout--30-70"> <div class="wysiwyg_twocols--first bg--transparent"> <h2><strong>Alumni</strong></h2> <ul> <li>Mauro Caffarelli, MD</li> <li>Darya Khazanova, MD</li> <li>Rachel Vassar, MD</li> <li>Evan Calabrese, MD, PhD</li> <li>Jeffrey Vitt, MD</li> </ul> </div> <div class="wysiwyg_twocols--second bg--transparent"> <h2><strong>Position at lab departure</strong></h2> <ul> <li>UCSF, Assistant Professor of Neurology</li> <li>Hofstra University, Assistant Professor of Neurology</li> <li>UCSF, Assistant Professor of Neurology</li> <li>Duke University, Assistant Professor of Radiology</li> <li>UC Davis, Assistant Professor of Neurology</li> </ul> </div> </div> <p> </p> <p> </p> <div class="wysiwyg_twocols layout--30-70"> <div class="wysiwyg_twocols--first bg--transparent"> <ul> <li>Mahsa Aghaeeaval, MBI</li> <li>Sally Ahmed, MEng* </li> <li>Ghita Houir Alami, MEng* </li> <li>Josephine Daelemans, MEng* </li> <li>Brontë Kolar, MEng* </li> <li>Wassim Ben Salah, MSc, MEng* </li> <li>Rachel Muster, MD†</li> <li>Matheus Otero, MD‡</li> <li>Jon Schor, MD, PhD†</li> <li>Jonathan Shih, BS†</li> </ul> </div> <div class="wysiwyg_twocols--second bg--transparent"> <ul> <li>University of British Columbia, Canada, Ph.D. Candidate</li> <li>Apple, Engineering Intern</li> <li>Clear Ventures, AI Engineer</li> <li>UC Berkeley, Designing Emerging Technologies, Graduate Student</li> <li>LatchBio, Bioinformatics Engineer</li> <li>King's College, UK, Ph.D. Candidate</li> <li>MGH/Brigham, Neurology Resident</li> <li>Mount Sinai, Neurology Resident</li> <li>Stanford, Child Neurology Resident</li> <li>UCSF, Medical Student</li> </ul> </div> </div> <p> </p> <p>*Master Student</p> <p>† Medical Student</p> <p>‡ Visiting Scholar</p> <p> </p> <p style="text-align:center"><img alt="" height="251" 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