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	<title>PMean &#187; Ethics in research</title>
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	<link>http://blog.pmean.com</link>
	<description>A blog about statistics, evidence-based medicine, and research ethics</description>
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		<title>Recommended: Competing commtments in clinical trials</title>
		<link>http://blog.pmean.com/competing-commtments/</link>
		<comments>http://blog.pmean.com/competing-commtments/#comments</comments>
		<pubDate>Fri, 25 Jan 2019 20:23:23 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1731</guid>
		<description><![CDATA[This page is moving to a new website.]]></description>
				<content:encoded><![CDATA[<p>This page is moving to a <a href="http://new.pmean.com/competing-commitments/">new website</a>.</p>
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		<slash:comments>0</slash:comments>
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		<title>Recommended: Bending the rules of clinical trials</title>
		<link>http://blog.pmean.com/bending-the-rules/</link>
		<comments>http://blog.pmean.com/bending-the-rules/#comments</comments>
		<pubDate>Fri, 25 Jan 2019 18:50:21 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1725</guid>
		<description><![CDATA[This page is moving to a new website.]]></description>
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		<slash:comments>0</slash:comments>
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		<title>Recommended: How a Feel-Good AI Story Went Wrong in Flint</title>
		<link>http://blog.pmean.com/ai-story/</link>
		<comments>http://blog.pmean.com/ai-story/#comments</comments>
		<pubDate>Wed, 09 Jan 2019 20:03:22 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Big data]]></category>
		<category><![CDATA[Ethics in research]]></category>
		<category><![CDATA[Human side of statistics]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1690</guid>
		<description><![CDATA[This page has moved to a new website.]]></description>
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		<slash:comments>0</slash:comments>
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		<title>Recommended: Making women in science visible</title>
		<link>http://blog.pmean.com/women-in-science/</link>
		<comments>http://blog.pmean.com/women-in-science/#comments</comments>
		<pubDate>Wed, 09 Jan 2019 19:51:19 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1688</guid>
		<description><![CDATA[This page is moving to a new website.]]></description>
				<content:encoded><![CDATA[<p>This page is moving to a <a href="http://new.pmean.com/women-in-science/">new website</a>.</p>
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		<slash:comments>0</slash:comments>
		</item>
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		<title>Recommended: Congratulations on the Promotion. But Did Science Get a Demotion?</title>
		<link>http://blog.pmean.com/nonfinancial-conflicts/</link>
		<comments>http://blog.pmean.com/nonfinancial-conflicts/#comments</comments>
		<pubDate>Mon, 31 Dec 2018 18:16:28 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1683</guid>
		<description><![CDATA[This page is moving to a new website.]]></description>
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		<title>Recommended: We Have Ways To Stop Rogue Scientists. They Don’t Always Work.</title>
		<link>http://blog.pmean.com/rogue-scientists/</link>
		<comments>http://blog.pmean.com/rogue-scientists/#comments</comments>
		<pubDate>Sun, 30 Dec 2018 00:58:16 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1679</guid>
		<description><![CDATA[This page is moving to a new website.]]></description>
				<content:encoded><![CDATA[<p>This page is moving to a <a href="http://new.pmean.com/rogue-scientists/">new website</a>.</p>
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		</item>
		<item>
		<title>Recommended: A top Cornell food researcher has had 13 studies retracted. That’s a lot.</title>
		<link>http://blog.pmean.com/food-researcher/</link>
		<comments>http://blog.pmean.com/food-researcher/#comments</comments>
		<pubDate>Mon, 24 Sep 2018 19:58:17 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=1635</guid>
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		<slash:comments>0</slash:comments>
		</item>
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		<title>PMean: Misunderstanding autism</title>
		<link>http://blog.pmean.com/misunderstanding-autism/</link>
		<comments>http://blog.pmean.com/misunderstanding-autism/#comments</comments>
		<pubDate>Fri, 04 Nov 2016 00:17:49 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Statistics]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=975</guid>
		<description><![CDATA[A friend of mine posted an inspiring story published in the Washington Post. Unfortunately, it did not inspire me, but rather made me worried about how often we misunderstand autism and how much trouble this causes. It&#8217;s not statistics, per se, but rather represents an example of how research on new approaches for patients with [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>A friend of mine posted an <a href="https://www.washingtonpost.com/news/inspired-life/wp/2016/05/19/this-non-speaking-teen-wrote-an-incredibly-profound-letter-to-police-about-autism/">inspiring story</a> published in the Washington Post. Unfortunately, it did not inspire me, but rather made me worried about how often we misunderstand autism and how much trouble this causes. It&#8217;s not statistics, per se, but rather represents an example of how research on new approaches for patients with autism can end up being abusive.<span id="more-975"></span></p>
<p>I should start by stating that I&#8217;m not an expert on autism. I have worked with people who are experts, but that does not make me an expert. Still, you don&#8217;t have to be an expert on autism to understand the problems with stories like this.</p>
<p>What this article describes is a form of facilitated communication. The short answer, if you don&#8217;t want to read this long blog past is that facilitated communication has been shown by carefully controlled research to be a &#8220;pseudo science that causes great risk and emotional distress to people with communication disabilities, their families and their caregivers&#8221; (https://en.wikipedia.org/wiki/Facilitated_communication).</p>
<p>This is a pattern that I&#8217;ve seen. Parents and caregivers for patients with autism have been perpetually abused by those who make false accusations (like the refrigerator mother hypothesis) or who propose dangerous therapies (like chelation treatments). They are falsely told that the autism was caused by childhood vaccinations or by chemicals in their food or their environment. They are offered numerous unproven cures for autism.</p>
<p>There are treatments that do help patients with autism, but they are extremely labor intensive and they show very small gains. Even these small gains mean a lot, of course.</p>
<p>The problem with stories like this is that they promote a false hope. To think that a facilitated communicator could take a low functioning autism patient and suddenly produce brilliant and thoughtful essays with only minor effort is a cruel hoax. Read the story carefully and you can get some clues. This patient, through facilitated communication tells us when the Washington Post was founded. Not just the year, but down to the exact day.</p>
<p>There are examples of people who are nonverbal but who can communicate through a keyboard. Stephen Hawking is the most famous example, of course. There are examples of people who were conscious and aware of their surroundings even though they appeared to be in a coma. So anything is possible. And if this article gets us to look at nonverbal patients with a more open mind, that is actually good.</p>
<p>When a patient needs the assistance of an outsider, however, the most common explanation is the ideomotor effect. The outsider subtly and unconsciously controls the communication process. It is not unlike how a Ouija board works. We know this because when the patient is asked a question that the patient knows the answer to, but the outsider has been fed the wrong answer (like the name of their pet dog), the answer provided by facilitated communication is always the wrong answer.</p>
<p>We have a romanticized notion of autism through books like &#8220;The Curious Incident of the Dog in the Nighttime&#8221; and movies like &#8220;Rainman&#8221;. While these might be accurate portrayals of some autistic patients, there are many more who just shriek uncontrollably or bang their heads incessantly against the wall. It does no good to pretend that patients are something that they are not.</p>
<p>I have to end with a story that I hope I can convey accurately. I was working with a doctor who was looking at chelation therapy for patients with autism. This was a difficult study to do. Chelation therapy, although it is used widely as a pseudo-scientific treatment for autism, carries significant risks. The study involved a single course of chelation followed by an analysis of heavy metals in a post-treatment urine sample. The purpose of chelation is to remove the heavy metals like mercury and lead that have been proposed by some fringe groups as a cause of autism.</p>
<p>So the doctor was talking with one of the parents who participated in the study and told her &#8220;We have good news. There were no heavy metals found in your child&#8217;s urine.&#8221; The parent immediately burst into tears. She was hoping that this study would provide an answer for why her child had autism.</p>
<p>It made me realize that parents and caregivers of patients with autism are a vulnerable population. Don&#8217;t misunderstand that word. It does not imply that they are weak. In fact the opposite is true. What &#8220;vulnerable&#8221; means here is that that these parents have been frequently abused by misguided researchers.</p>
<p>So we need to be very careful with stories like this. It may be a miracle, an inspiring story that helps us look at nonverbal patients with a new and different perspective. But sadly, the far more likely answer is that this story something worse, one more abuse in a long chain of misguided research that has plagued these parents for decades.</p>
<p>This page has moved to <a href="http://new.pmean.com/misunderstanding-autism/">a new website</a>.</p>
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		<title>Recommended: Safeguarding Patients in Clinical Trials with High Mortality Rates</title>
		<link>http://blog.pmean.com/safeguarding/</link>
		<comments>http://blog.pmean.com/safeguarding/#comments</comments>
		<pubDate>Wed, 02 Dec 2015 22:01:49 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Statistics]]></category>
		<category><![CDATA[Blinding in research]]></category>
		<category><![CDATA[Early stopping]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=571</guid>
		<description><![CDATA[This is an article the I would trot out if anyone tried to argue that a Data Safety and Monitoring Board should, like the investigators, be blinded as to treatment status during their deliberations. BRADLEY D. FREEMAN, ROBERT L. DANNER, STEVEN M. BANKS, and CHARLES NATANSON &#8220;Safeguarding Patients in Clinical Trials with High Mortality Rates&#8221;, American Journal [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>This is an article the I would trot out if anyone tried to argue that a Data Safety and Monitoring Board should, like the investigators, be blinded as to treatment status during their deliberations.<span id="more-571"></span></p>
<p>BRADLEY D. FREEMAN, ROBERT L. DANNER, STEVEN M. BANKS, and CHARLES NATANSON &#8220;Safeguarding Patients in Clinical Trials with High Mortality Rates&#8221;, American Journal of Respiratory and Critical Care Medicine, Vol. 164, No. 2 (2001), pp. 190-192. doi: 10.1164/ajrccm.164.2.2011028. Available at <a href="http://www.atsjournals.org/doi/full/10.1164/ajrccm.164.2.2011028">http://www.atsjournals.org/doi/full/10.1164/ajrccm.164.2.2011028</a>.</p>
<p><img alt="" 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pgaG87NHZRspCyVg6yLXr0/u87dn1mfvX+lL6cFCXM3rdSDWKL9C6wmWcpTSYUJeR7srueyYH2D82DpoXxlzDgAAMDrQDnlIMYYZ36+T/2qQSJA1Ki0HMTJGHVEvKOv1X7MZiEQctDxAp62lZi83N1gFD4JERbbMQf7MISED5S0i/y1uUsRQvudF4ffq2X/XUE5iHEJJVJ6RgoeId2Mhz5qM0nSarbahYYu4HFiSpSDpSVPrymE5U6YrIcddqtY7O3vCjwR7T0ofPJZf6DbIiosx2GrOMGy8/fKlEGMC6wmWcpVSbMI57OyGJqGHmjOCqyo4wEAAOwByi0HMcZ4OzUXDpw/nl+CECeDi/zQS0XkIMaZn0KDhxUOoyi4pWEyi//f1f63VI85O+Cbyo0ibSWmAr3WGuUriZbewKNELr8VloMYF1kipWekmAlzW4mZkHy/PcmLTW9emtrhweISk1eMHJRhau+7+kg6ECx5cuLJjQElh0cIIWNDN3V/UXsP7BLtX1A1yWahXJWUR7AKCiGE0Fu+qbzLnSvneAAAAHuASshBFiaTmIt+9z9+3zmPy5n9xiYstmOO427vBerqaDg3llQxOYgxZpLxyDcU2edyHLaaaiy2oy4PSY3GihmHwpnEXDQU+LTffdxht5rY/hun2/vJl8G7/5G000wq/jB01TfocTmO2Cw1Juthp/uDzwKhh+xpY7n8Ks6gL68c5FJUWImUnpHi10+kV6fv3rz8+373ca57hrDYjjldnnO+y39TTKQOyiIHi02eflNkVqbDf7v82Qdup8Nht5qQ0WI7IjJ4/ienV2N3aIrkStlktTu6PeQfb0Se67ZbifYvoJpwlLOSYoyXQp5cLylqpWJ611BVwvEAAAD2AJWTgwAAVJ7S1ywDAAAAVQ/IQQDYy4AcBAAAAEoG5CAA7GVADgIAAAAlA3IQAPYyIAcBAACAkileDmqtwAMAAAAAAAB2ASAHAQAAAAAAqprKykEAAF49MFgMAAAAlAzIQQDYy4AcBAAAAEoG5CAAAAAAAEBVA3IQAAAAAACgqgE5CAAAAAAAUNWAHAQAAAAAAKhqQA4CAAAAAABUNSAHAQAAAAAAqhqQgwAAAAAAAFUNyEEAAAAAAICqBuQgAAAAAABAVQNyEAAAAAAAoKoBOQgAAAAAAFDVgBwEAAAAAACoakAOAgAAAAAAVDUgBwEAAAAAAKoakIMAAAAAAABVDchBAAAAAACAqgbkIAAAAAAAQFUDchAAAAAAAKCqATkIAAAAAABQ1YAcBAAAAAAAqGpADgIAAAAAAFQ1IAcBAAAAAACqGpCDAAAAAAAAVQ3IQQAAAAAAgKoG5CAAAAAAAEBVA3IQAAAAAACgqgE5CAAAAAAAUNWAHAQAAAAAAKhqQA4CAAAAAABUNSAHAQAAAAAAqhqQgwAAAAAAAFXNXpKDTCr+8O9+0vO2zWJECBEWm8M9SN34IZ7aftVJ280kIqQViXDR8Qz/61Zi6i9eewNBNNi9V6Mr6VeZ0j0HszZ19YzdYiQsnd5AdCXDvOoEVZo94i2ZCGkSu7yDjud+rkgumMSjq95OC2G02M8Eor9k8t9RHmR5NTnouZ16uQblNPJuzaMKpYYFWcQ2kZEd8yctyl9xZCVrJSOJ0h8LFEfZ5CCTWpi6/efP+k92WM0IIYTMVrvLQ/4xGH66WoZmcisx/c1AWx1SwDoQXi1DBl5bNOQgk54OdJkJ/u+EuSswnd6dmmaOdkhaeCFmq73L3f9pIPSw/N8GTGr1RXwpsSX7ITkd6DHn0rC/K/Dk1esj1dSW4dGv3lsy63PRWzR1wes+fsxmIRBChMV27Ljbe4GiQ5GZFa7R1JKDlclF+kmga7/AH3sC08lSn6mPwqVSJk671KuSGsJvyLyU2ch7Sg7qDwvbqdWfny9tyOxSGTkYpx2SIhV9I2GMMd6a8p9wiDjhn+JiSUUqDsjBXUVZ5OBWYurPfTZFrYYQQkTH5enSFCGz+I/fNBiUn15/LpzcnQpml6AhB5NTvnbxT+2+qR1qxgpEWw4KMB8lQ89SJXnEdiJ265rfRw54XHarSS1IbT3yHRD75AHfVCVkWFlSWwZeqbdkFqI06WwwahV903D0JYOxthysSC62pnwHRM80HPA92hlf2JVysMxG3ktyUDssJGKha34fedbjsltNBFJWeq9ODsorTu7VFak4IAd3FaXLwa1E9IsOE4FUqeuiZ0vTa6kYZRc/c7/z4p3peDwen5maiqdKzsNrTZXJQYQQajw1Ol+Cy8nby90sB/Wltgy8Km/RGBkQYuoMzHCFDnJQ8w6QgxVEOyzINBnIQZCDu4eS5WB6imqvlbgZYbEdczgc7HBO48eRUnvv5oMucWOwW+ZS7Ale18Fis9V+zJF1Mwkl9RnrFFi7ZLB4x+TgK/GWrcTkl06zxtcmj/G90WW+1YXBYi22lkLnxSOCR9jZ2EJrWmxHxNecDy3p17cwWKwSFvawHITB4tefUuXgdoxqlQSS7pHn/NAwk5p/9OSXkmOtTAqAHCwA7aUk6ZXoVa+9gTC1dpM3YhWZc1YW5HIwJ2ozKxFfh1n8awsZWS/2XboFVuaXaOCM3VJjau4hg48Tr0ZI75gcxDvvLczCzVN1ci1obHD+1n/zX5Mzz+PxeHwuFo1MfBd+lhslyLOUpBK5YDIr0YC300KYm7t/F4yt7ZgvlEMqyUNE6S5UTiPvKTmoGRb2sBzElag4IAd3FaXKQbn/GJxXZ/POFMysTIeDFNnn4rt2CIvtmOv9ocDt2Kqgh0XuwVJkcSGzMj0xcnGQn0dlstrljxXApJ5HRob7TrRZCIQIi+3E+0OBOzOJNVUJpdnS6AhbTGb1aTj4R9LTzWfdaLEddfUNBW7HpGtulN+1lYjdIJ1NBGFpc/+Oji5kayuTeh4Z8fWfPJTNyzB9d1YjL5pKUbGiisyFCJPV0Tc8EokrdcQxyXhkZLiPXQZutNje7hu6Oj6zXmxk15CDGGNmY/xMjdZj06vTd4MU6XEd5TpCCIvtWHff0NXbsWVBpNUxjpaNj3k0R664J+jPBz0uu9WMEGGy2hXLuihrF5JaLjnrM+NXh/oc7LwlZLLaXX0kFQzHFnXMtqyktyjCLIT6mqQ5It70Bp/kUd5aRaORC8VmeDsVj4wMv3+Cq61mq+M3wyMRyYolfV69nYo/DAU+7Xd35ZzBQ1LBu9PS6KTTXfW/WhvdclBvRNL+BK1AHot27Ew8cmPkmt9Hkr/1uo877C0HRaP82+uh9wUdp0f9M5uCm5NTviNWu8PlOUsOUYGROzMpRtX38rdlWZsX74dalCoHdZRp4TG/InEDKJZS5SATp53Sr/ea5j5a9dOB2Zi780eP+roTZD5K3n7OeVlhcnArERvpV5tjZO4anpiXOG8mPjaodD3R3Hv6xH7x38ogB5nU7B2qz6Y6z5Iwd1y4HReEG8V3rfyzX7iqhps+z2Tit8iOfYXlpbAG/o2z1/7S3ywWXSzmE9SkuDsk81No8LDCXD/izd+cdmrqNjXyyMHN8GCt6FeLJ7SEMcZ4OzV3h/K0q0883NdB3opz4qyscpBZi4180KZc3ITZ8emEoKyLsnaBcjDz01j/m8qpaadi+cd9KuYtKjCzgU5pci3d9Ez+jpKyycH+azfPNiuYjDA7v5wUhLi8eoVJ/Dj6ydsNalU/N6OmIHfV9WodlCYHFSKStnQodx5LcWxmJtApfnYrFctJrKWQxyJ8b25+KsZ4+zHVmtOKhu7gAqPueyXJQQ0/vBzTuW6u0nKwqJhfSNxw+WPQcVhZSp47yMwFeyzysiOa/5tWHDFR/OKXYOjyP01ijHEiFqJpmv7CYxVPbTE6yL/QNE3T9F9DMXZMUDLHiDA7Pr4+fmfsq75cLSI6fJMCf0o99LXV5klJjnLIweWxPoWRL3HWOy8/zcYvhXd9PRE4LngEv0wnNUlJR0t15KWwBl4LcdhNTPo6dMz2YimHHJQ7lcEd5LpNt5ZDp/MtQzB3+mNpjNlVujT9F8ojmQFR7yC/pjmPi8S31UpHEF6ZtUnqhHAKkYMcGZ/49ivPwZw/tn0+yYfyoqxdSGq1CqW+O/hcR5NSIW9R4+WsyNURQoK1w9qUSw5qUdtOTaVVXyiu+It3Plb6VFN6VEHumv/V+ihFDipGpDx7nZY1jyU6tszNiO5cUpMTA/XiHzsD2XWRzIy/Xf4uNd9j2zLKI7FLrimjv4nEX6oUhwZihapBfj2q+HidcrDImF9Y3BAYH6gEpa8sZjLxb5XlvOnwYOgn2ac8k356udNAmNrOBCZiS6ltnFmfnfhcPFucqB+YEMzEzj93kJF8oRp66Hk2mGxM+d7K/bmL5lecJmPUEbH71jT335xNbWVWfqCcku40VKbB4uRTf5cB1bX1X5mILaYYJpP4z8TFt8U6TrCNovxdR/q8h2pz/+U6FTan/ceKyUvBDfx+Bzkyfv9++OaQQzq7307FUlz5xqh28Y9E84ejsxtM5peoSCEpmkgNNTm4nYpHg+RR8WOJur6x5WzgSMf8nWZkeqs/8K/YUorBmcTsnYsSs4iWnuibjaflCVsr42cbBL/kHC/9yNeS/bbJLbov1tq6U7t5n9wneojRfWMhwzCphalbEzFd4zCV8BYNlse9jeK7iP1DUV3zlcooB81O8vrt+5GJm0NdUtcVdCNpVXzJKhPu92aH5yxJnvWcaLM0nh1fEWSrQHd9xXJQOSLl60kqYx5LdmxZJ3R2YIFJhs/VSwou950p1pHG90Pr28omEn4lFjd3ECGEzM2u0+fJD93ygbV2vy49WEE5WHzMV4obhKn5hPf8+QF3m+wnyWA9UGbKsu+g6kglIt7sH5MrwrWHf58QjgUwqcUo5RStzhft2ZFXDsr0UC5SS4YR+XYoeY9sFG8HIFgBzczTXdJdDss0dzA5+fdbQoNsp5Z/oDqF9UWwRYXypxNbW8jz3l+943+cxhi/fDDUJE6uIJIqjbgVKQeNvaO8xkrP0z3iV2Zj6FqEPCi+7yAZWeNLepbukoSzUuTgjOLuM0Tz4O1F0Yy55MPvbglH4ZnUcpTqFGVAuGlCyXJw+4lf2EYiYyv1mFcOa+EBwZ4kvKMWa23dqZU1Bsae4EJhn9qV8BYN5CWuW+iUTQ7u7x19ka1IUtfNKgCtii/vCSPMzi/uL2a9kdnKbInLoTB3fcVyECGFiJR/nln58li6Y0vHi4l95P1NjDFeDQ9IcoEQ2uce/RljjJnnwe6sVhT0X1REDta2DUfY+bLM+sSgpOWqOTMu38paTgXlYPExX24tou3TKDsNg1kOD0rGPRq948uFFC1QGOU7lSTx5MaA4tSBdvL+spK3ZhJz0e/oPwywSx+kd50MLmb1YD45KJ7DgZCGROMqs3xBdI13fCOXmWeBjlrx7+VaSsJetz4XvUVfGjzZppR1V3BR5XEI1bQM3loQr0LIl5cf/e2Svtvi5GBtR+BZrgNNLafyshBFq/RcoAsp3pgHvXJQdZYCZliHuzTwqzbpthoIoTpXcD6buRLloKxERGNbIpsb3mW3RynS2vpTuxUd2i/xtX0d5NhsAYe4VMBbtNgNcrArMJcdsSwo+3xSmVnaKem5PkLF9OxBo9ddX7UcVIhIupYdlCuPZXBs2Xgx+5Em/8xGCCFk9ITWMcbrIU8uyQL1UxE5KOwV02lbGXI5aLLaxZsJKWzapUcOlhDzZdaqaff/WFrcAIqnrGcWM+vTNwYV5s5Lth5kkvG7gQFHk+ZUA6GL55ODopqpDettW8uj74oruqj10nL90uQgk3p+NzDo0D5cIftAhS4XweZqHJK1b/K8iLujhHkproXT/nV51C0JoR2BOUFqyrqyWCwHTa3dQzeVlpBvp+J3AwNO1Yn80mSUKAflJaIBF+iLtLb+1HITFSQQprYP6EmdB+xWwFsKe93ODxaLZkcVk/2Nca/kW0y0UkGRwtz1FctBhYiU15LlzWPpji0bQiG66XhGtrU4T/25cHF2Sa4AACAASURBVHJLtJWBcEprReSgXj/UonJLSUqI+RWIG0DxlFUOYqyybaxgbEi6CszY4PzoSig6M3ZWXPCFyMECusHZFkXegkr8rBJyUDbJkmhynv9TKDo1NvCG8gPl71KYJlJCXirRwOcLOmWVgz9H/BdI8nc+Pz1659FcQjEmbsbHRIvyiIbj56+EojPfDpjUklGiHCzo1IeDQ9GN4q2tP7VYa+mf0owOOTssB5VU9U4vJSlZDuppg0UU7K6vWA4qT1zTtmS581iqY8v7tyye0FzuKKx975FnmgW/2oai8eiQjf+vscX3KPcNWoVysISYD3JwV1F2OYiVpgplP+vXo0OHBHHA3HExmlA+ZbQQOSj/BLd6KFoRdiVy3h61CsjB5A9DLYJUGo5dfMSOacrepSEHFdoSeV5eqRyU99RWsHcwbxBkktHhFoHDGTr+8IidmCJNRxnloHwTRKPV84WyP9K3Yont4q2tP7WcPTbmxi+65J3TuaVXGuywHFRcib+zG82ULgflHSdavYPFuOurXlmsqG61lh1UJI8lOTaWnYNK7L9w5TI/odDo+XZOFGONrV8EvsjKR+KYfzrf7mDZX19LOVhCzAc5uKsogxxkMhnxaIF8EzheDkr8JvetL59eUIgclE/QydeLUJm5gxqbIUtEm6Fp6MFLtXcVJgcV8iI2j+yIv4rKwR2dO5g3CEq2DbMNRblGjpkLdKgmQy6wlKYwq5eObDNOQXGrUFY5qD3hmlFaby5c7KLGTstBpeX/CBEH+649WtHe6H73yEH5CbZacweLcde9Jgcrl8eiHRtjeRTdZ7Fw5WbxhJYkNZrYb8nOV5TuflKgHBS1O/mtl/dXdSonB8s5dxDk4KukdDm4Hh0+2XspxM/ZYjKrkwG3ZIcIbrB4KzokqqzZbwiFxUeFyEGF5Xu5fkee7dSL+V+yrYhsewLRatyFYLfaymJ5fM/OnlHYUjHrvhvRIeHaq1xnpMIq5gLloHxzLNRycSq7r5v814rKQbweIVvEzxRsnSNajqfwWHWKkoPSaebZlQHyDmxtgaWk5zRKR2EfxGxnMA+TfPFT7vSFsspBRfXJbCY2sq9j1kJ9kg+X/Odg7bwcxDg15VfYKclosf/3xeB4NDYbj8fj8ZmpyERo5B9TCdV9X16ZHBRvdMXC7cHBF0Xua7ood91jcrD8eSzdsTHGSpqGhd1ZRu1X+daGBcpBpZ6LvSYHS4j5IAd3FSXKQXYTQYQQe8SQw+E4bFVfSiKdnEscJsd/SilvTVSQHMQ4M0N3S3bDNjY4PrwUuEbT9DX/7/tdrSbU1BfKbkEg73iobRu6u5JhcGZutM8qTY7q1y1CiDDbvZcCX/sU9tnPum9yytcuuqftd+PxDeV9AQuVgwp5afaG2OSmZgMu2TzrispBpT2o2obvr6Qx3oyPnm5AEioqByXavbaN/Gc8tbkSpWTTW0UNjKyXFyHzCSryIpVZn3v0dCn/NtRMZpbulryCaHKc/SJA0zT9F/9nZ1zNZlR3OrSstqeQ/rCoL7XMi9HeZpuHCk0tpJj0yoPPO0RuoWfD3lchB9WPDpIhnKC8e+SgbEtUFqLB/t5ZkjzrcTTXZfekLMpd95ocLHcey+DYLJLxYg7urBGVXwXbEOozkXxeE9rvpO4tpjYTc4+fLKXzWC//r+pUUA4WH/NBDu4qSpODzPzoKUlHoAzCNjixxO/9LNvtT5UC5SDGzOKtM4q7YQsRbi64fpdskV5PWFrfVNjyQJgejS31DRbbQbFUzImkZOTjfJbiKVgOYmblzqAk70Rz9ydfXfms16qwdq+ichBjZvk+2S4b47O8+abCrjoVHiyWb4ilhigZSt3D2YzwhxbkKZ3M4u1BpXOlhBgayXvJEq2tL7VKW2kKrhKcj6LOK5GDGGPMJB6P9L+lsFZAnAl9e7/ttBxUWV0nJDtgWoy77jE5WO48lsOxOeSzbgRqknkZHZafpsVtOqPfRApdZVnMTm5T+j0nB4uP+SAHdxWlycHM/ISvR2OzAKKhxyc6KVipjSSaHGd9PulBW9yKS4yxTjmIMZNZiV7pbdFIjqn514HYRu565fNU9juGv6HPilf78vvDYYxVjsissfYGpmJ/Flc50Vfs7TPSu4gG59lLw9Ij+LLbaeiWg+p52ddB/vWaJC+VloOqJiLMjk9v0/3iG/ltXfNQnBxU/EgwNjg+vOR7T5xzySYmyelAj8qpf3yC85dOeiX6p16rxieKufmdQOyl4tFWBYXFvKnNxIO9KnJKdlK2Kq9MDmKMMZOMR2jSqbk7VXa+x+6SgxjjrcT03z9RTXzuEJ0i3HWvycHy5rEsjs0jHxEW7DSutA2hYEhUr4mY9HSgS+XbwOAeXc5nvV0qB3GRMR/k4K6i9LmD26mlWDj4R9LTze9hSZisdpeHpG78EFfYCzS9Mnlj2NNhIQiT1em9eCMSTzIKA17ZTyWsWw5ijNlm4xtqwN1hZdtHwmQ97HT3f0JdvzMVl38oMon/hOnhPpfdaqqx2Bzuga9CseWMwiHi4jdmFqIjw32OZhNCyGTtcJ/7KhRbzTCyKicRSb9MBn/vsTcQyGx1eC9y9pEdxqW3/6nYvOyAHMQYM4lZLjVmwmJz8CaS3ai+DFZEkXIQYyaz8ig47LFbjMjU7PB+fiPyPMUojNoQTjouco/Nxej/+PrdDpuFQEaL7YjD6fZ+QtHfRZ+tpLQOJ5W8PvU8coMacHfykyjMVnuX23uBCt6ZigvOxSs1LOZLLU6vTt8NUqTHddRmMSKEhIWiw4z4FctB/kmJueh3NPWJ1+3kwo3RYjvidPd/QtGhyAyXl10nBzHGGDPJ+MNQ4LMP3E52Rg0fJ4N3p3ObZRbsrntODpY7j6U7dhbpiLC48082Q06yn65eEzGZxQcjvg/YukpYbMccx93eCxR9K/psOcXktd5ulYO4mJgPcnBXUYmNZl4DpBItd1IIUBIy3S86fgYAAAB4nYCYv2cAOaiAbMMzvbsVAHmQL7nNf0gDAAAAsDeBmL93qGY5mH4R/X5qSTKArLR5FXE8MKu9bRwggnnx8M7UgnRoXmEJuakzoHSoAQAAALB3gJj/GlDNcvDnUfc+RFjaTvZ/Ql2h2R1Ahjx26cpiQ+PgxDr4bwGwR0IbLW3veD+hAjRN0/Q1/yceu2zRUeNH4XUYNQAAANjTQMx/HahiObgZHqhF+SDMzi8nE+C+BbEWHlA+/F2E+QQ1uQYyGwAAYI8DMf91oHrlIDN3rUu+Y7aIurb+kRhowUJhntFd+7RFtqntg5EYxAUAAIC9D8T814LqlYMYYya1+CQSoqkLXrfDxo8RExabw93/CRUMT6/oOt0IkMOklp5EQjT1iZfdTiFnWe8nXwbDTwvfAwIAAADYrUDM3/tUtRwEAAAAAAAAQA6WEe2NOrcSU3/x2hsIosHuvRpdSWs9CQAAAAAAYKcoUQ7KBRAHf/K3BPWjezXP26gk26nVn58vbZSjI1vzkG/R2USEuSswnVZ5J5NafRFfquycRfkhH+KJHhabw/3BZ4HQw7h83/1SYVKrL54vJWDoAAAAAAB2B5WSg8jQQ8/LO8BWwwMq1++kHEzEQtf8PvKsx2Vnjw7TOPSuoOeqy8HklK9d/FO7byrJ37idiN265veRAx6X3WpCSPfRbUWTRw4KhGFLb+BRydJtPRai/b6PBzwuO3t4YJksDgAAAABA6VRMDiruNpmcGKhXWcy7k3JQdnrjq5aDmTjtEv+6a+QgQghZuumZ0uxTyKnTAAAAAADsLJWTg4joDMyK9CCTDJ+rV7v6NZeD2oPFu0EOmq32Yw6Hw8F1T4qpPxcuadAY5CAAAAAA7F4qKAcRslOxlOBi9ZFi9NrLQYxxeiV61WtvIEyt3eQN8XaGu0EOZpO6nZod6a2TdOIK+zLL8TqQgwAAAACwa6ioHDS2Uo9zZ1Wv3/ZKRUYeOcik4g9DVz/rdzvtVlNuR8BvIrPrci2RiZASxeGg5zCzFguSzgYjYTnkJkeiDy47VN6vqsMyK9PhIEX2uY5xmykRFtsx1/tDgduxVcnkSA05qPaTXAjKMJGRDJNZit0N3aCv+X3kb73u48dsrT3B54L+OiYZPt9qc7i9pM9Pj44/nMuzEkVDDmKMl8e9kgU/RZsl/6i0gjLMrExPjFwc5GdSmqx2ZYOzWV+fGb861Odgp4Eik9Xu6iOpYDi2KD1AEwAAAAAAJcorB20ul1j0tFIxTg9ur4fe5w8DNjS53j4kEQUSOchszI1fdDVIjg/OonBeiJIcfLYyfrYh9xdD03+9LZnBJ0Oge5iNuTt/9NjqVK81HyVvPxdImcrJQczM010G0Z8N7tHl3KvFPa9Nw9GX2lJIWw4uhTwW8a9dgTleihVmlkLl4FYiNtLfpvJwc9fwxLxIO2Z+Gut/U/Ejg2inYmprtwEAAAAAEFBeOXjia3pQfFRNdrxYqFdaSPoP0l46oRxk1iapE2Zh02595xP/15e8HaI/Np8di29mb1KQg9dCgU7B3ww99L8fhWiapjxW0ZXI6CD/QrN8E4m/5JOxEOprUpQlgmd2+Z8mVayBdMjB7UTsFk3/hfK0in+td5Bfcyn6ayS+jTHzYrR3vzjR74fW+b5X0RodpUU8UtTlILMxF/rIJlZYxCH/dLabtzCzrMdCf6XpLzxWsbIXWJzNH8YY463E5JdO4QxLx8fXx++MfdXXnPtbh28y20+ZmPR1qHQ413eLek8BAAAAAFClvHLQRT+9LV47zI8XC/VK/bnw02vqcnBrZeJ8s/AZZjc9m8IYY2Y5PCiUTaIFGXI5eOS051DuOYZG8h4n3PTOHWTSTy93GghT25nARGwptY0z67MTnwv0CkKIqB+Y4PVgEXKQS7uOuYPb6+MfiDvNrAPhVTadojU6dadDy3n3LFRdSnIse75Qjub+8UXhwHSBZlF6nZLFmZV/9jcIukBzexVtTPneyv25i55nU7N5n9wnSqzRfWMhwzCphalbE7Hyb5gIAAAAAK8n5ZaD8SXpepFWKrYt1CtE/cBEUibIcnJw+4n/UK2asGBmA50iAXDAO/4L+5NMDrKYm12nz5O/9XZ7/DH+MQUsJVl7+PeJuOCwRSa1GKWcomHbA76pLUVroLLKQfk2PYamoQcvMRb3vApUrxb6N5rZ76QeyvYdLMgsSq9TsPjmtP+YqGxzMw2YzfBgbe4HvstZVo7GHsXNzwEAAAAA0KLscjAt203GTsWWokM2/r/WgfCqvCHPysHtGCUeN93nHv0598Kt6NB+cYeQJ7SOMVaUg0Tb4O24gs4reGVxJjEX/Y7+w8DJQ/KuM0ScDC5uKVkDlVkO4oTAjAghXjAJZSJxPDD7UnajHH1ykDhMTrxQt4xOsyi9Tm7x7cdUq3hAWTB/QFy4vEvInAGhfR3k2GxqGwMAAAAAoJuyy8GMrBPL1Pn1X/+QbenZHexU5eDW8ui74iUTEmEkExZ8L5RcDhp7R5cV+4r0y0EmGb8bGHA0qa+IRvo0X1nkoEwrE910PL0ZIbPzNVWzLEVn72BTX0j5rMFCzKL0OrnF10MetYVDUmra/T8yGGOcfOqXLLBBCBGmtg/oyV9gHxsAAAAA0EkF5KCsE4swmWr5f3Ijv6pyMK8wUhUWMjmYFQ0ydMpB6apVY4Pzoyuh6MzYWfGLdk4OYmZGtDgGWTyhWcF5JwfJyJq+glNZSiI7NkZhfW7BZtEqNY1CUYfYPxTd4hMTGjysIGyJN/vHfgJFCAAAAAB6qIQcZF5Gh1WWnvJ6RVUOMhvjZ2pEP+STg+1+dhmt8r6DiuiSg+vRIcFCFGTuuBhNKL9oB+UgTs/TPYL+MGLfbz8f5nteRet/86C2slg2Hi3tICzCLEqvk1t8Y9wrLnhk9VC0In8NxdZzN6rtSaR8ajYAAAAAAFIqIQcxTj/ytSiN/GX3w1OfO8jEaaeof6rOFZzPvVAqOoh95P1NxV8KkYM13vENyTWSscvcTn7puUCX+O5KyMFG7/gyVoJZHu0VJqzWZOLMVdDWKqobzWxP+w+Jx4BFHYTFmEXpdTVnxjfEiWVmaadZdE3+3RNzN2dWfqCc4o14JLugAwAAAACgQmXkIE7FKDuSkl0JqyUHMTNLd4k2VBFqNdlCk9zwaClyUK48tqJDInHREZhjlJNXGTkosJWUX8a9B5Ccxo8jBWytorHvoDyDuQ7Cosyi+DrbUFTS/bm1HDotfkSu65FnO/Vi/pfcimZmM7GRfQezFuoT9y/CSXgAAAAAoIcKyUH5jjBIdISxhhzETGry8zbRhiqugMq+g3WnbmYHMguQg/JxSbTfSd1bTG0m5h4/WUpjjLemfCLNRRwmx39KZX6JivfHFue6aDkoHyJHyHyCirxIZdbnHj1dEvVxMbK12wih2nZqqpCRUY1TSbaWR9+TdO1mOwiLMgtWOvWOMDupyGIyk5h79OQXLn+ZGbpbchqKscHx4aXANZqmr/l/3+9qNQkHr5kXo73NNg8VmlpIMemVB593iNaVwE7UAAAAAKCLSslBeXeRaGablhzEGCenAz06TiU5P7GS29quADnIPA92ywQVh9lJzzIY4+Q9slG2aFWZ0uUgZhaC3WpvI7qFV2KM8csHQ03SE+uCCwV1hGkeUidbUIKQpSc4V6xZMMaZhaBbNX9OOs6rNmbx1plmqTCWwveDyg/uEz227fNJOLQYAAAAAHRQMTkoVQDik9PyyEGM8WZ84vOSzyxWkYOYSU8HuszK26TwZwFnFm8PNksuIZocZ30+6YFyB4eiG0rWQPrloFwBCxDvvIixbCxecgSIHrTPLJYvKMmKsCLMgjHGOP0k0CWZ28djeHc0d4wKk1mJXultUd/ChjA1/zoQ28A4Ew/2qmyWQ5g7LtwWHGAIAAAAAIAGlZOD4mUHku6r/HIQY4yZVPxh6Opn/W6n3WpCiLDYjrn6SCoYnl6Rd4UVIgcxxkxm8cGI7wO3w2YhEGGxHXMcd3svUPSt6LNlvlMpvTJ5Y9jTYSEIk9XpvXgjEk8yCgO7fIdiSXIQY7y5GP0fXz+bIqPFdsThdHs/oejvos9WJN1c6xGyRSB+jlCxAtVgHjmIt6f9bzWwNvktOUQF6JFg6P7MaqYos2RLaCE6wubPyFrc6e7n8yde8sEk45FvqAF3h5VVyITJetjp7v+Eun5nKi6wRXp1+m6QIj2uozaLESFEWGwO97mvQrHVDPQLAgAAAIBeSpSDwKtAPGKbO8MXAAAAAACgcEAO7jkkK3CtA+HVV50kAAAAAAD2MCAH9xZMJn6zryHXNahwaggAAAAAAEAhgBzcE6zHQn+l6SsU6baZBKssiEND0fX8dwMAAAAAAKgDcnBPIF/5gRDa76QeJqBnEAAAAACA0gA5uCeQyUHiQLcftCAAAAAAAGUA5OCeICsHzVa7q2/o6u3YMhy/BgAAAABAWQA5CAAAAAAAUNWAHAQAAAAAAKhqQA4CAAAAAABUNSAHAQAAAAAAqhqQgwAAAAAAAFUNyEEAAAAAAICqBuQgAAAAAABAVQNyEAAAAAAAoKoBOQgAAAAAAFDVgBwEAAAAAACoakAOAgAAAAAAVDUgBwEAAAAAAKoakIMAAAAAAABVDchBAAAAAACAqgbkIAAAAAAAQFUDchAAAAAAAKCqATkIAAAAAABQ1YAcBAAAAAAAqGpADgIAAAAAAFQ1IAcBAABeZ7ZjVCtCRk9o/VWnBACAXUtJcpCNMjxmq+N9399/TDCKP/VT4fmM6O6Xs4HjBDI0DT14mXviY6rVmL2NsNgc7kHqxg/x1Lb4AjsVSwkelYpRdiSklYptY2Z5nOw6Zm8+OhTlw2B6iup809779VSKUcqQ+DmExeboHaC+icSTilfrsAnikirKF2GyOr3URDzDqF6v+nc+hcShXKY41qNDhwiEkPH90Pp29q/MbKCTQKhpOPqSESeyprn/WzYNItu2UrFtrAOxrUzNDu9X4fhm7r2p55GRYY+9gUCIsHR4hkcEZpTd23fx79PrjPwnvihVXyd2GAHGVuqxMB+cPfXmTnYj/1iLzeEeoG5Enks9iJkJdJoQsg1FExKTEs1nxwSW4fMiKFDizf6xn4S1YztGtXJZKNAgetlcjFwdPHnIQmS9UfYi4RszEjsbW6nHW/HRM84jttbzYWH9ePlg+FC748xonFFJeX6bKFKw52ugEbiy2VCITnoLK+t7W4noRWeHZzj0nzTGGDOZxUhg8FdtFmPh5VUSeuUgk4xHRob73rZZjAgZLW1u8tr9eIpRqDuKcVipCmg0BMpVUlqjBRU583Mk8NHJNguh3KBIH6LLx+Rp1hNSiqzsWKne8W7HGt/TYSEQIhrsnuERQZApR8QGgDyUQw62DIXn43NT3wzYahFx2De5kfup0Uvfux++OeQwE9mfONJTVHstQgjVn8s1J1xVbPHSE5HI/XDo2mfuFgIRZueXk4ktwQWKctDQ6L12LxKJRCKRh3MJBvPtBGHuuR5nMMbpePCUGTWeGp1XkXfi54TH6M96rQRC5hPU5JpORSjIOJuUR3OJLVG+wjeGHPsRqmn1PXypdr3q37NNLFHXN7YsSBOzPNZXRyBpo5iMUUcIhBCyDoRXpYlE+53Uw1wrWIwcZG01cXOoy4wQ0Xpx8iWDMWYSDynnfoT22b2fB+hrgUteu5kQmJFrNVuG/jUfn526ec5GZO9VK0qV123+37mH7HX/8DnqEKpz+P4huk+S5aLlIFcQEyH6925rjdR0mEnHqHYCIUTUD0wkczez5S5w4Fz2xfpe7GMyhaHbIC/1+CmTjA63EIhofv/K7bvhsT+RH/9tNrOVmHsUiUQikXv/9HUZEDI4fP/MvnFLWDH5VHBVuKkvtJBr08Ln6lFtOzWVVkt5fpsoUqjna6ERuDgUo5PewmL/zWTmg711hlw2kz8MtdQg4mDflVv3w99eIX9/Y1Yts2VGlxzM/BQaPGxChMl2asj/F5r+i/+z/u73v4kzSnVHIQ4rVwGNhkBTDoo9DWM+mNc09319+/7E2JWhj28805aDOnxMKc1MIl9IKbqyK9Y79pFrk9QJMyLMdu+lwDU68LnXvk8YZMoRsQEgD+WQg6LuCk52iH9KRIds4g4bJhn5uJFof++9twhhcyKPMszSxKCNyLYBWnJQ2iGEs00FcYSKJXHyh6GWWnM3PZtRazLlz9lamTjfTCBUdzq0vKVyl4ZNsn8VJpt5GR1u4q9Rkykqf2dTuM9qrUOGHno+zf89GaOOGA5Y3zCIG8XkPbLR3PZe72FC1IgKPtkbe4OzGWEiC5ODvK1ePhhqMnAZZBZCfU2I0wQsfADlzCi+l30v1+6qFaX66ziWQh4LQhZPaKmActGB/EZm5c5gc41YBq1FyINEm/u9wyaRq+R6Goi63uA853hKchAhVPdecH5T8FLFDif9BtGAE2rirq9cjtdD7xsl6kG53rFdaELXWg0PWHnPVEl5fptopFm352uiEbgwxqrRqZDC2kpEhttqhX1F3EvF/fT62FyM/nW4z2E1GUzWzl7yRoxVG+shjxGhlnPX/vq77mYzIhrs3r9McUKEycQnKK/Tam6wnThzifrv5jxykBdbkv4nBXOxf5L7g3IV0GgIdIRK+d/FHXJq6PUxlWrLoRZSSqzs8nq3tRw6XYcQ0U7F0rzxxd9a5YjYAJCHcsnBTGL6m/5mc0PPtek0g6VVfS1CHkSovjv4nHN2ZiHU10S0U4+fXukUKhWlWLA97T9EIFT3wfj6dqFyEOPkdKDHjIi6vm8eXT9lJjp8kxrRROk520/8h2oROuAd/6VAmwj/KpKDycjHjQgZuoMLil/eGs/hUvjW73y/qRfoLWZ5rK+uvuuLT981ChvFreXQ6TriCPX4UaBTHqONLR999lFLDSLsw9FVBpcmB5P3yEYDMriDCxlmIdhtQOy/c5czz4Pd9bwPCO7NrE3f/LDZcKDn2o9ptSLQfB1/wc7JQYw3p/3HCETUeW+z7SuzPNZXZ2qnHjwNHFf4vGn58NJH7QSqbRuOCDr2hC1E+0eXPmwhENH2aTTXN1yIHFQwiAa8Ojd3DU/IR9z0y0HMzNNdhtzHErM81ldn4KuzphzUsokiBXl+HjQCF8bq0Ul/YX1246+9jdJRBa6B3+8YviOXXJqk4yH/1+H/JDIbsyPv1vEDC5wcRPsdQzfCkX9dHzhE8P1VzPpdsqWGaP5wdHYjs/ID5dyPNOUgX2eFOltmrtxIRSRy75q3UfT5oVYFNBqCwuQgN9BBmB2fTuQdZNfnY6rVlkM5pJRQ2VXqnSg2ZsksBN0GUTNRYsQGgDyUce4gYbK6hr+bTQk7txu99L2Jsa/6mglRFzozT3cZatupqTQ7CSMbhhRjARf1hJPwdM0d5GDHaMwttjfqWsi761pxWLEBY4OCotZUt4nqYPG/wmNfepprsk1FUXMH7dSju77WGtT4cSTJYJyep3sMdadDz/7uETaKzCzdVUe0U7H05mzgOIHquuhZQYw2tlJTG7HLTjPBdXUUPVgc/vYrz0GCG8hghwvVhCzbXEnKy2ztGv5uPqlj7qD8dZJi2hk5yAkm/o/pebrHQByhYkl2pqahi54Xft60UrGNKb9zP/9lL5eDdiq2FPO7zHy/gu65gxoG0WYzfvtCh5lAaF8HeUusTjTkYBa+OnA9wWyjyHZyHCQjaxhj1aLMbxNFCvF8nWWqFLiwRnTSW1hEramWEPWOcw/OxG+RHfsQIswdF24XOnGQSS3FwkFfr5XgLckGRr67kZN0rVRsm+21rT3kf8JOYWQ7n9TloFqdVTSXQrDSqAIaDUHhcwef3yaPmhFC5qPk7eda3z26fEy92nIohpRSKjtWrnfJiYF6Qu78nH3qz4WTTDkiNgDkoWxzB+MzEdr7JoH2O/1TKXkEEXXFJ2PUEYI4Hph9yY83mToDM7nPdM3ZIwAAIABJREFUHUU5yF5f2NxBFi4aorq+0Tx9JxpykE+hTptIIqY0xsm+ngubO2inYssx6gj3bZr8YailrmXohyRrKK5RZL9EuWSzkYvoDMzmYjSbzc342FkuRq9NFr+UJDdiqF8OsnMHn89Er3mba5DZ5Y8l8s0dlL9OUkw7Kgc5e6anqPZa7t+sgOB8W/j5zmTi3/ZznwEvlORgCmd+Gut/k1V1a3rnDmoYJH/OUnP/HHbsR9IhQg05KJ/RxVYu9u3x0d4GwYCX5txBLZsoot/zdZepUuDSik56C8vYfPr86eYaZO4JTCclr2ZSs+PDXWaEZGsONNhKxEb62+pNNs/FP50/ZhDLwaxn5v67Gh6wCutCvrmD+uSgxmCxehXQaAgKnDvIpnRjbvz3DjMhX9AjTrEOH9OothxKIaWkys4lTlrvCpCDpURsAMhDGecO8p+nOfdFqJWKbbH9B5ae4BxXq18+9LXWSD4zuVZEaYYyN9OO/QgueLBYIZ3qKD2Hm5Wlb85K/hGQDbb55Fe3FDdYbKdiKSZ+vcdMGLpHHo+drmNDkqhR3Jj0HSakVj5CxZJYJAezs5hrmj/85GxLMYPFW+wETfOpYDyNcwNP+gaLMeaHRURKUWNsVPI6np2Ug+wUKHYOEPNy8mKr1NB8z5Do830rMfml00wQzac/O9umIAezS3AI24efeVt0DxarGEQf6SeBrv3imXMFDBZjzI9T150eezzSbRB+NWkOFmvZRBH9np8fjcClFZ0KKKzJtfsXWghENJ+fWJHPOeZmsIgWIqjDLN7sNRu4Sc9CCagqB6V1Ie9SEs4CfHzQNhfGssnQ6lVAoyEocLA4l9j0dKDLTIhX+UhSnNfHNKsthzyklFjZBQjrne7B4tIiNgDkofJycJubMMFHRvZL9A3v6JM4y+w/BhoN3HIzeSzIzAZ7GxHa3xV4kqtyOycHN+eD79UhwtwV4KcWZTYSmxq9MPljHDuFiLANTiypTqDRIQe5aftEg/UNE9czJGwUkxMD9YZ6783/cFZ+GhpoFS9nFo7CsF0dCBUgmIS2Yqf11DQP3llhsgOItW2+h9kFQanJz9vUlpIUKAelr+MoWg4WWqDsilGC7/tZDQ9YUX3/KG/o2dBgY3aRr3Q0h/2yZw2tIAcx5vsVEEK65aCKQbRgMhlepLDPEcq4AuUg9+FhOeqwGcye0cXsN4AeOahoE0V0ez7GhZapIHBta0WnwgorwQ4o50IHs5XZYoQJyPbWa8IWB7damZ12nE8OSnbJ4YSFjqUkRF3vyGxKWkPyyUGtKqDeEBQqBwU+y14j7cyTPUTLxzSrLYc8pJRY2dXqHb+UpO3zyeyUhdRDX1uteClJiREbAPJQvo1mYv+60ndQOljMeqpQHzDx0d4G8Ycd19fSSN5LikYKvh+/6T/vbCJQXdvgGDeYJRtKiEQezSU2pMNS4iGGAuUg95z749/4zx9vIAhT20chblgnOR3oMfNKTssmWjFOVPkVpmk/nEtkl5hI/640MTm7R0auUXy5OOoxixdLcp2sjR9HREMP/M/c1jDZlCenA+80tF+Mqm65KGrs+RXc3EqdgjaaiU183acxWMzZQ+t1GGO9clBqT90Fyt54f/ym/7fOBiMyHR4M/ZThe25E3Txcd/JBMrKmMLmH+7JXk4M4268gVhgFGSRv2SUmfSc6B74eC98Lj37httYgs5vObXqia7A4O6tBdd8NtZTnt4kiOj1/u4BKKg9c2tFJb2HxNSszQ3dbEKppIe+uM0xq8ovOzoErYxOR8N8uuVsIZOmmZzKY7Shqbvc9UOkp5FVUG3lzYmTg8H4TkVcOYmbh5qk6AtW9OzKbSM6PDbbUIB0bzYz1v0kgwmRzk9QVmr4WoD46Rd5azrfRjHYVUG0I1KqkbEsjztNSD32dXQNXvg1HJkYvnbIShNYeEfl8LE+15ZCGlJIru3q907XRjHbEBoBSKd9SEpPV7uq/+PeYaJ8kzlOZdOyPnc1212+uPnr8p05CstKeVyr158KJ/18wx85osTnc/T7hbpxKe4TaqdiqdNK6uOYUKAc5CIvN4f7ANxLJbYLNfvDVaW1DqOuTl90N23UmMLWuME1buAGN9O/iBomZpbvqs+POuUZx7cdAp0m6pQUXuawD4VV5cMl1dbApT94jG425J6vaKvuQZIx6u9nu+k1gko2VTOr5XW7PWERYDp0cDNxV3oaaMFntLu8Xf48JlaK8KPO8Tq8clNpTd4EKfKLf91d+S222G0YykYAVEET9wERSca431+6qyUHM9yuoLCXJa5D8ZZdembwx3OewmghkanZ4qe9mhCus9CwlQeLdoNhJVOKt+9RSnt8miujz/PXtAiopiyBwMbMBreiU/F99hZWrWczKnXMdHSf7Px+dTmRWHgWHf+OwmrndmL97mmDn2kY+bhTOpZHDrE1efrfZVNfs/mL88d/P1hPcNgvqchDjrUTsBuk+ZDE3O/ou/u36Ry0FbEPtsJoIhIyWtl8N+MPxjPY21OvaVSCh0hBMZUeQJFVSuuE572mZXyaDv+9zNJu4bfxvzSTUd/7K42N50qwSUkqv7Jr1jknG7wYGTx5iI2bbyY8CdyXbUGtGbAAoGTikDpDDJMPn6pUmwgO7Hii7vcVqeKBZMBcFAADg1QByEJCzGh54UzDzD9hDQNntKZITA/s6NTdDBQAA2AlADgJymMxqPK4xFgPsXqDs9hbp1Z9+1r1bJAAAQKUAOQgAAAAAAFDVgBwEAAAAAACoakAOAgAAAAAAVDUgBwEAAAAAAKoakIMAAAAAAABVDchBAAAAAACAqgbkIAAAAAAAQFUDchAAAAAAAKCqATkIAAAAAABQ1YAcBAAAAAAAqGpADgIAAAAAAFQ1IAcBAAAAAACqGpCDAAAAAAAAVQ3IQQAAAAAAgKoG5KB+mPT0tZ4GIyKOB2ZfvurE7AyZOO1CJjKSedUJee2J0w5kJSOJHXlCcvraqQYCEZ2BWab4FyqRiJBW5KDj5X0qsBvJW9a7P3rM0Q7Trk6gjEyENCEXHd9DSQb2DCXJwUyENKEshKm5h6QfLGbK3MLg7WfBX9vdwfkyP7bgJy+FPJYa7/iG5M/MWmzkgzYTgRAiGnou3l8od/6LYHnc22joDvJJeTkbOE4Y3h1d3mL/zywEuw1H/TOb+Z6jHNC3p/2HiAPe8V8KTNXmbPD9FveNxQJvEyEVPfmanO0n/kOmOu/t9VJeyrE57T9G1H0wvr69PXv91y2e4OKWjru2ErGR/rY6hBAiDrgu3l1S9I+dlIPrIY+x0Tu+LPlzJkKaUF0XLZOIyXtko0Ffq5mVCDlbya7R+KlQFGyro2hK06wFepQOq5bRIIpU6PlKZhRF1OLlIJN4+h3V77CaEUIIGS3201R4XvSYXCkIo0qhOVWTg1uJmVuU12k1EQghRDTYT38VjueNlvnIREgTMnTR81JXWIuQB3UaKisHNYJwsfFZ+IrqadaBHKXLQf5LhVmfCX3majA3n7m1WF7PyURIk8lBz5X1oUU8WTl2bE/7DxFtZGSFwZuLkVt3S48aZWBrefRdg/H9EBsWmefB7nqELJ7QEsYY48xC0G1opWL5Y6ZKQE89HaWuRZYKDfPl6DoqVA7ijenRy19HyqLRmdT0t9TX95eYQr7Rt5/4D9U1k98nGCaz+ODbu8+V79lJOahyJdcMNH4cSQqtlZoNuAxIZ2uVLeKcrWRo/FQgSrbVUTQl+mFhHqXDquUziDIVer6SGUURtUg5yCQeUs7GBtdnoZl1BrMty+U/3nkhTn62FITJKDSniiF9KzH5pbPuDddnoZnEFsaYSTwNUV/fWSy5Q45zhYNkZE3wVyYze9Wpu4Ll3FsjCBcZn2WvwNXQrAM5yicHMcZ4az38USPn7pvxic9dDUaEENF8diy+yUWHmq6z546aEUKorq0/OJ1iMN6Mhz7ie9fcV2IJ7kpj53u/PmhoPvpfR1ssBGGyHnY4L4yvbMZpFzK+5f51uwkhZGrv+2rkGnm8gUCIONDtf5hgsNKr52iHyWj/1a9tdQghZD5BTa4xeHH8fIfgycLuhM3F+1R3g5Htdej2P0wwi+Okw2oiCIvtmPjirSnfAcTKQaFdsu6YjVbCTJ0di28yiYf+7gMEQohoeefkW0bWkpn5CV9PA4EQqmnu/zaeYbjEHzv16+Y6q73NgqwD4VWMMcZMMnyuvv5cOKnU5C4Euw18D9DyqLvmoP2t+vqBiSTGGC+FPE2t1ONtBctvJSYvdzcYESJM7RejybTI2mi/k3qYYIR6QtGwGDNrk/6TbC6s7/TYjSYH/WxlnGyzGJHJand0k+OLOPPzfepXDdzn90k/e2OcdqA6u/sdm4lAiDA7v5xMiLt5NOSg8r1sxL+/ER0+YMiO8r+cDRw3dAZmX2pZu7n/5r8f/B+pNUxkZHH8fJuFQGar/Zjz/Fdf9TbyhsU4OTFQ38wXEOsfj3wHapvJ7xPCUmLWpq7+t43tezAdo6Y2VBLPZBa/p1gnQcaG7sucNVRNJxN58itXxskOqwkZLbYjTnJ8RVKdDfss+/YJu7KY5bG+ffst+9h+LCYT/5fPxTrtm/1jP2UwxngzfnvYyVa3hqMnDtflvJ0tF2lm1/ifMsrepfwWJeS2XREUjTh3AhR1jIJJRfEtV6l5DZFz8rp234OkShp1WDVrK0nty4j/u63kDKK85BIcpx2o/th77zQb3uwfezarLcsyP4UGD5u4x16JpRjVeq1c1lkkEXVTpXzl8VnIWoQ8iBo/Cq/L+ndFmbpzxWEykXcXRVElLhCgW4mpP/ex6Ud1h6hHL1WyKTVM8h7ZWNM4OLEuD6tqhuLCxbfx/30uiycSV6ixWOpEHYTMQqiv2WKp45KtEP+ZTPyfQ84mAiFEHDh+ot2YK2K2vstymv1JLZwqvEWczNezWQfyUF45iPHGuLfGcMD3KBO/3mNu7hudy+DUbMBV00XPM5k47ULI3HExmmAwsz4x2Ghup6bSeDV87r2Lj9aYzNOAs87QHVzgrmwdHPvnV8f76NkJ6Rcnah0MLzPMSoRsQ2hfN/0sgzef0yeNxPHA7EtG4dVztMPEhRhmIdTXxM2aUvmMEDyBycRv9jU09gTnGLWRBebF7TNvEuaj5G2+40dDDmYz9fxpsOeNtuFIgsFMInqxw4yQi47/bzx4ytxwejS+iTNPA84DXfQs+17UeG7s+y+P93x04b/qjZ7QOsaYeTHa29A09EB5GiMzE+g07yPvb+Lt9dD7Nc4/P7r5rqFpOPqSwRvj3hrbUDSBFSz/86h7X+1AeBNv/hJfzgitjbeWQ6fr2HmTYjkoM2w6HjxV1/ZpNLGFmbVHF48ZEGsNYdOVzuUUb8ZHTzeYTwXjaRynHcjAxmJmeayvztwZmBHFqjxyUH4vX2rJiYF6/mnbj6lWS3fw2by2td/53acnZdZgG/Cc52cWgm6+I3ZrefQ9I2tkQS1ZvD3YTOzrIG/xYTcdD54y1526+nSdwUxmbW2DUUk8MxfsaWzouxnPMDgzN9rXbO65Hmc0TCeRg/qvzLrt+5d8R4hcV1YyRh1rIv/0FSeAcunJzF511vTQ82kmfr2nrmM4usrgrcSjP3QYkFgOyjObEclBuXcpvUXRx5VsW1zvoLKh8sjB5VG34cBAeA1nluO/qI4J5LdqzlaS2if+r7IzaMhBQ+Pg377/6tQ79NN57vnbifu/aza0kffFOjk5ce7tS48SW5nZq05DfXfwOaNcr7FKWUtzqxCrBeWrFJ9FiRmor2mlHisMXYgy9c9rnPWEFsjVUCZ+vcfc5L767wSDcWZ9dWNLLZvikM4kw+fqkZ2KpRTKUtVQbLgIfH9dHk8kxnnjw0tkO5HtIGTSMaq96Rz91du5yiJ5AjOn1FLk5KBCTkVyUB4Sld4iSebr2KwDeSm3HMxESBMykXdi/qPZ71FmLtBheHd0eTNOu1BuBlsqRtlRbshyKzE74e99I9dO1A6GNxn+mcoDEKIEcHXglxmFVz+jHabagfCm5AnKfrM54z8qSFgqRtlRu3+GUZ93nHl+mzxqzn7+ashBPlPMjL89F3S210PvG5GLnn/sb6/hX5GeC3QZ3KPLeE6Q+O318Q/qDO7gQoZZCHYbNRa1ZHOxGh442O7/cWs20EnYqVhqM0LuE0kWoeWTMeqIQNqKC0IUZXJyUGrY9I/+dnMuoK+HPEaZHGTE12w/plrN7f4fmTjtQAcGwmysVDJ4Hjkovzf7j0R0yIZaqdg28zI63FT3wfhaLJ+1lawhlYMYr9/21u3rDj5nmOfB7iapfsUY48347QsdZgP3dc7MBDrrpDpeKfFpkZPg7RjVio76nz5SN51Y5GkZWU0Okvfng92G/b2jLxiuE+sdev6pID38jcyzQEeTe3RWXFmWQh6LSA6m5ZkVy0GZdzEKb/lZalE12xYnB1UMldaWg+kpqt1k7rhwW3N+SF6rCuSgxN9E/2UUnWHmF3U5mHWn7POZTDxEnhoKKSaYScyGv+ptMGRrjSxgbqqUtTS3olgtLV/F+CzowonTDqTSlitXcEU5+HI2cJyQfpgpZ1McYVhdouk/aoZiflSKJxLjWMn7j4Pd9cbe0WWG7Rp8syur19MKT/hFsaXIycFlhZyKArXMYvnS+Zo260B+yi0Hl0fdBrOTnrxPWpEQ4mRwcVM8lUQwRDL15z7bAZv7HOluyflN9srC/OZFROHVM4Jqn9dvJK1F9nrtZWibi/c+7TBYeoJzjIYcVEx59r9zYeEkXoQQ4QouSmJW8h7ZuK+LfvKfwPEaNqaowDUYj8NDTZ1ULMU3ctFHvrf45llueYG09U+lJLN/VOSg1LApsVVz1hAYVmp5/jkipVKEHJTfm3vI9rT/EGGnYj9HSFsjeS8pnjKtbG0Va4iLby1CHjR00c//E+iseU/UtuVgMovh4Y46c8/1eFrJ65QSn5LUL/aacEiH6SSWz3dl7nIyklmLkAeJdiqWXp/0HWki7yVF6RFS5wr+W1xZZN6ekmdWLAdl3iUrljpXnlnhAtvqmtYpk4Mqhkppy0HMZOK3yI59yOzyx1SnbOa1akYUkYT+JvpvQtEZ2HCnLAezRZxvDh87mm9pd5Pn3FajTCdlb0+olLU0t8pzB7Xis6DKbIx7awzKgx7KFVxRDiqlLU82uYs2xs/UIHbwpEBDKccTiXGsZGQ9Gfm4kThCxTZSk5+3NX0cyc5CkVUwwhWMK7YUuSJ+oZBThUAtsFi+dL6mzTqQn/LKwfQ83WMw9NDz/1f8icBdHqddKLu+ASenfO2Ek34+f73HfHAwvMywHxal+s2S0qsVo5tm7+AB3xQXo5JTvvY8vYMcy+PeRsIVXBQ9di08cEAuB5kZfztq900l+Ux1E8hFP39EtZpkAyWS925O+48Z7J7T9rfEU5JlbD3yHbC8M/CbVu7bMRWj7MSx35xuO8hObmPicstzr5gPvldHHA/MJouRg+kf/e2mA75HrP2YOO0kFHsHc9fgrUe+AyZZx5WSwddDHuM+QXeR4GM0nxzEzCzdtb/1d8Mf7HP4pzfx9mMd1la2hsTzt6f9hwz206c7m8h7anPIuJaGOBlceOxvNyn1DkoTnxY5CTtLle0dzGs69oV6jJyDFy6Ymae7DAf++6vhLm6glkvPyxjVKh1HE1cWZpZ2msW9gz/KMptHDm4rvCUvvG0Xt4rtHVQwlKh3cDM8UCuRg2xuZoO9jRpb9uS1akYq17L+9lL43z+Nfa7gDKLeQWYzPFhbsBxMx4OnzOyI2/ZjqlVDDqqVtTS3mnJQMT4L+WXce0B97qBOObg54z+KRH1mebPJ8//Ye7+fNq78///8AXPjSy6QkCxLXESKIsQFEarggiiRvwKUyLJoKn9N1MigbGSnVewmglA1NlE8UbtGbWG3a23jb7sx2cyX98bphvaNm0D2i7vBbZwPWMQpOGsa3GBCAhq8Nh5zzvdibDwzPuMf/EhIOI8r0o7Pj9d5ndd5zpnzY2W0u7oCt3awWAr4eCIxTgPtZxGMMO37qs//+at2/kNttthrmBTwI0WuiZ/n1bSYHCxWzrd0WCcUZ/vkILcQYHq1qpp29+MUgqmZb9oUdZkFDXDlSfBpZnJlY5HBi7sXaus6PXNcsL8eHO0PrnLR25ZaBcZv0pP99VVZ9y3qNywuaxm/EaWco5y1g+kVP/NX7wwLEWT9fc2qOvp+HIbdbUr+cwBcGbfVKfLlIFp/7GpV8SuBIOvva64CwMBEV2Zc7YrMQisE2UhwbjVfoMB5pl0BqBZnKAURQgguT31z+dOx3/PGIzbgUANA7acnkgghBNcCfQcBANndJ2mM5ZeDd/xRDnIhZzNo6Q+ubEYOcslZ13sUvzYFvgz0aajM1594sL8l26VLWdaGMzhc8FoOKrRfTfI7LXKtU4Ic5Nf2gY2zHuJFrA1lrZEO9tcLJQuMMO3VgHrXGZKqQbjyy+Bffwyz6Ywp6q7442uC5XQIsr89ec7hC/8a1g7yNV/204cBUNRl1O3G59GQq6262vj3GTaNUJp9EppLwPVZVyvVYBme41CaDXzRTBVYO8hXNlFYDiJcLpB9+E3Pl2Pi3Z0420JR03C/ea983Dcq2c1d6tpBGHG3UfwXXn41vVgOstN3fnrKoXjI2Qbq+4PpNDt1refTUckGzOJWzdlK7G9TUdE/J6dxzrAWcZ+gKs4OL6URXPLZDoHCchAuh+4FxFsH4sH+FtA0EEwlosNdtZkdrviAKdPWAuRjdcH4LO4ysTs9jVUqnWM4GOMQ/3H2+x8fy4gbUVSRWTsIV548mZssUs1ci8VGbY3UAZ3jdnAxiRCC7H98t0YfJ1aLGQobTySuwJcfxv1X6sDGfvPcagFMCviRQmbtIFx58mQJFpaDxcr5dg3r+F5JwLKN5w6qGg02V+50qNw+IEDVam3DkVRmI+HpU038JqnMGWzcbyMXjlCAUmkvf/tHvUJh9CwkJK/L0ZGLjRQA1BF64nlRv8FlHcH7jShl4UzbxhY/4c4mmVMJBLu61JbrQX4Mm/par+I3VeH2WiKEEOSiIzb+yDTV8d6L7ZXSncWAqjluG36Sys93fdp56MDG+l84z7TzH6ml7cMvi27IbXRNTtD7qdzRifmW/8//uZbZurhfe+VeDMoM2EXkIBJswduv7e05WcmPo5CL/nChsRKAioP0v+O5jZly22Px07GQnRy0tGQcT9li+WYicyZWcTnIL1Svt3izp4QUtnZiWtYaGdMB6uCViXhm5hV3opiwtJRSfX4wKNl5DajaE47xBblp0dz2c+HO4uKm28i+5CdFwgWmQs6WfV3ezIdv4efR7J5fUFGjvTwcSQi2EFbU6j+5ePJA/s5icWWfFpGDmFxW5plOBa9li9pW2DTPfHRjdSP9k7iqrPjDU7XBM483FFyecp5U8cY/ceJYhVAO3mdD1zIhQnX8yvgzCCNM+z7+g3WZVs3agRX7W1zifnhngOxDp/4AH6lw206FHZMPCLkpRt6K2V65X0s7/6jjV/3L9Gt8WwuRjdUF47Ok20Au9oChOxv53eigokZz/k9jkRS+jwijyr9+Fe4szsXwgzrHveh84WqKahELDNEdhzJBhqrVdDnH5v5bzFDYeCJxhWz5U0FnS1M2EAkDS34KuZGCqn2f3hgphDuLRTX912IROViknG/VsH5/EtsrCVhe5a0kmz+V9G1nfcV7riI3317s6VlXa25QWYu4Tyg2Zgp3IStec8XGkYdvKeuPXa1NOZVJ2F5g2N12oMUZlNtgvBuAEXebAjM9vJtY9JprydBI2FZ29bD+JvTKXQSRg6+L1Sf+ID+tBdlJp25ftWWkwL6QHFzEY2rMDY0wwrQfdwS249KNbQMmngQexvgP1CuPnCcU1Rvi9a0kOe85u283K/I3HBhl2g/1BXDna+4auChz+pDj59087MAFT0dlu2tmN5eR8Maxm4f1N6BX7iqIHHxNrEeGz2W/eILq5gtDIbaoYErHPKcp7AGnu4vk3PDHmWOHAaVs/ngotLybi7slYh4DhT1Nl0DYXUB25o53egv33hAI+ZBh/e3hVcpBAoFAIBAIBMKug8hBAoFAIBAIhD0NkYMEAoFAIBAIe5q3QA6+ZWsXYGr2RmdtBaAKXEC3CeSsVPRs7a2zPVmUcLzwq2Gr/rZrKkIgEAgEQoYtnztIafoCLwUbBVg/3SA7Vq4/8XygMWaunErOut6jqj8eK+10lQKlwA7PZQ66yYjnXJPxVkxcsPXIzQ+azKI7lPIo5ZlyWPSaa3JHA24gPWm9XFEiOEtWVOBytJrwQCrqoL7vX3Jne24+iyKZl6eiOD+tBNXSi+QRf9GfYrNFInKQQCAQCG8b23EMdeY0f56CclCkaWBi9gfntxOLW910ui1yUHhRQa5gpSSy3aO7jHjaPjkoLnC5cpAvQ3LB+0md9Dxb8YOby6Jw5puRgxtH/2+QiLgNCrBpRUfkIIFAIBDeNrYsBys1hvaa7KVhSCAHBbduUPUd16YTKDZm19ZQlLLhmE7/2dgLwdXX3LMJ5x9wdydUa4yn1EoKAEql/3qKTQuOxQdUrfFaiC0uB7Hp5C4hqG7p9z8do5trKoCyQaProMeimQRjY/bmGgqoGjTv6emxFyJBlpWPL8TPCE5Ozxw+IsrogVg9JWMTTvHdJ7ExWtegpKga9Xv6z8ZepMX1kZODeZkWsJKkUmiO0SkrNH/4gL9YRXXSOSV/KIygDDDsaslcBSa4Q4I6cmHkN05qE5kscifjZ4/OkdoKctG7Dv1BSnzjQp5fFfRPxf6a/fuFE4RwacSy/0DNfn52UMZQFW1nPzisaOy6+mWHKnunH0IvfdbGfdbR7M0H+R4u57T4ihTqWgQCgUAgvEK2LAeV9ETsnq1RmblMUyAH475P3x8IsDARcRsUCqNngZO5tbrAzarqbsF5AAAgAElEQVQK/ipxuDRiqVa1ucMQvfT1nh2YXIbcjFvPXxNUihzMS2dp2Kiot/qWEbcUfZ5E+HvQJbc34uSgeLJHcNlxIuI2VLYz888lGeUo52bkQnIQkyksZKX8qbvMhfFwwWs5SLW5876tSsrwhI2Mu0yHGnvuxCBCgnt1ucigvrKTmU+VkIWg0bkZt76+nYlIGwXOeTrfae7zsxBBNjCgVQFgYKIpjF8VKu+5v/S/S+UmCOMh53sH6b9dzRhZxlDgkG3k7tUTlhs/3+hQZK5UgUvDpgq1I/BScOVXXkmwzoavCJGDBAKBQNgtbIMc9HP8Fb01elcwkfexGLL/8bk+qOWvHcTKwdSvrhZV9sJp/kJeVYvrVxhldKDe6uOvEpaIpDQbGXeZ3sHcfCosW04O5qWTCjpblCrtZ6OZz9zbIgeTYdfxjZLAObdW8eHws/8jzmiDZNh1PHvzOuIvvQUtrrDcNZriiyQzKGk/h8s0cwUI3kr5Wq3K6kuKKy7f3htrB5uMzvEoB2HY1bJxLSZ84tYeNA4/K55F6ldXS2U2q9Scu11hHF4SN4pgAhJl7vETqCiRXxUor5KemPd0KA6Yhn+HmanBU8z8TBF3qrL5krx8fD7WXc/LxAWPsaLNHcl7/RCVBOdsqYIVIRAIBALhtbMtchBlZvUotW08PJGVg5CdHLS01qiNNH26oYAcTEjmvbJ6CH/9dpoNXreo69XGXtrYVLIcxF58fofW7gcqgyvEbpMcZP10g0iuUac9MU6c0QbCHIWZljs7iM10rYCV5Bf2lSIH+TKk2UdXdYqqFmfwv1KZWm3wzBfPIiH9GWXwxMSNIlljt/FPjF8V8c9lP32YanGGUitT/e8epO/Hy3AnGPdfqVN0Mk8fudveMQ3/DoXzsvklwTlbQqYicsUmEAgEAuEVs11yECH4MtCnoVRthvf2K2k/B+c8nXX8V7P1kPNQkdlBZX3/ZGahXHqyv16ZnR2Ujqyp6M1O1WGbbwny02mbl4P8QxGPqY5qc0dguXJw2Wetz5ODiZBTI5jwE5ZmI6ON/5QMu46D+v5gptrxYH9LsdlBrBzEZAoLWmk75GDmh0DHPA05D+WmvvKML5fF2rTzkDI3JYyz1X9mXC253SpclOmggIGZD2P8qlB5aT+H4DzTrqg/f7WvvbKTmU+V507rj12tBzRdZs1B/ovzht/iPBzrtGFcRYgcJBAIBMKuYfvkIEKICzMdNZlvmOnJ/vqqpv7JFDc3bGkA/BiZnuyvr8qKgFLWDkpH1mSwvx4c7Q+uctHbllrF5uUgO33np6ccioecbaC+P5iOB/tbsqIql2A62F+/oXVg2N2mrDANL0EEV8ZtdQpeDgqegamZb9oUdcbBRyxECK48CT79rzSjXAm3ae0gJtPVglYSVUpGDkL24Tc9X47F8m0qmh1sdT1eT4VcbdXVxr/PsGmE0uyT0FwClpBFfMbVrqg+MzizAhGCbCQ4twoltko9drWq+FWJkPX3NVcBYGB+e4DxK5Rmp671fDoqOfhG4J/LfvowAIo6+n68bHdKzTOdClDV4gymhFVI4jwc62zruIoQOUggEAiEXcO2ykGE4MpPdFNlZs/myMVGCgDVcfrbKzrFvg7PU7jxH6kj9MTz3Lib21Iq2VmcN7Jyv41cOEIBSqW9/O0f9QqF0bOQKF8O3mdD1zJbelXHr4w/gwhy0R8uNFYCUHGQ/tevGwlmsgPUwSsTcY6d+lqv4nehHj95rDozmyh6JrGxyRdQtVrb7UeTfxNnJCTNTn0j3lmMNnXQTFKc6XAkPlfISqICR3BaLTXPdCp4UZ5n0+yyxcPGgX9FOSjaWQwqarSXhyOJErIQ7iwGVM1x23B4BdMoma27VO379MX2SmBgoqsYv4IRpn2fqvNmVFYOwlTI2bKvy7skPgqxNHdaDzkPKfhpRWEVcB4uuzIhvyJEDhIIBAJht/AW3EpC2G5g2N12IDsZ9gYAI+42xbvOEP4QxC2TnHXp9llGlrZ6QCaBQCAQCLsUIgcJUmCUaT/UF4i/KfKHizKnDzl+3hkxCLl5j2nf8R3TmgQCgUAgvH6IHCQQ5Jj3GKozZ2u/7qIQCAQCgbBzEDlIIBAIBAKBsKchcpBAIBAIBAJhT0PkIIFAIBAIBMKehshBAoFAIBAIhD0NkYMEAoFAIBAIexoiBwkEAoFAIBD2NEQOEggEAoFAIOxpiBwkEAgEAoFA2NMQOUggEAgEAoGwpyFykEAgEAgEAmFPQ+QggUAgEAgEwp6GyEECgUAgEAiEPQ2RgwQCgUAgEAh7GiIHCQQCgUAgEPY0RA4SCAQCgUAg7GmIHCQQCAQCgUDY0xA5SCAQCAQCgbCnIXKQQCAQCAQCYU9D5CCBQCAQCATCnobIQQKBQCAQCIQ9DZGDBAKBQCAQCHsaIgcJBAKBQCAQ9jREDhIIBAKBQCDsaYgcJBAIBAKBQNjTEDlIIBAIBAKBsKchcpBAIBAIBAJhT0PkIIFAIBAIBMKehshBAoFAIBAIhD0NkYMEAoFAIBAIexoiBwkEAoFAIBD2NEQOEggEAoFAIOxpiBwkEAgEAoFA2NMQOUggEAgEAoGwpyFykEAgEAgEAmFPQ+QggUAgEAgEwp6GyEECgUAgEAiEPQ2RgwQCgUAgEAh7GiIHCQQCgUAgEPY0RA4SCAQCgUAg7GmIHCQQCAQCgUDY0xA5SCAQCAQCgbCnIXKQQCAQCAQCYU9D5CCBQCAQCATCnmYb5eCyn9a0MxFY7u/WH7taq6hW1+z69pWlaJ6zrlaqqtX1WDbPbS1V8ezKJhkLfDdgbjMwc1tIBHKxBwx9olbPRPP/5yYswC0EhvpM6jNMlNtUebZSKdFvSzL4ZpoYcrHArQGz2jCEsdhW4BYCDK2vPbVZ05Wf3a0Bc6alkrOu9yjqPddsssAvNuXDW/LSYjnuWFu8UUD2odPUYdAcULW7Z1My0VfU3K+iUK+/aYr37q2HUBj3X6lvZ+bLHvP2LGXaXOq3aXbqqsnwvkZV0+5+nCopiVJ+8ordteCwWwbbogFEbJschEvDpgpAtThDciFJ9pfLwUHaxjxKFHuOe/7sObc9PQ+yk4O2K0yI3UKpks+jSyUG1+LZlUsiPDpgrAVK3ZZcYTU8+mdjrQLocH5ZarvkfpAI3xkwvgOAobxRh1uKPk8itLVKiX9bksHLriAqYrHNs1nTbU92aTZ4w2YbCiUKda7N+HDxBi3UiYrluENt8WaRnHW9p6In4rM3zpz4KhAXt2CmZ70y79pozVfTNAVHhKK9e+shFP4+bDoAqHedofgmU9hrlGfzPL9df+xqPUL7F2ZvnD8x8KAkoxf6ySt21w22lt22DJcybJccTM669CplJQCHaf/yNqUpBs55Os2v6u22ODB6s7PjtU5LRBndNrjCHKNTbl834KKMocxRJxX1fNSxUYutVGp7DFKU7bXYBpsw3ZuQXcFG2XIn2qG2eHOAT9zaKiXtx7WisGe9iuYWt+bON83WR4StRYz1WddRlbIKKOro+0QPlkp5Nhf5LZxza0ED7S/jjbTAT161u4rYdHbbN1zi2CY5GL9PH/74n/9rrwOgwjS8tO2T53B5ynlS9eoGyyJA9qFTf+A1j0NvgxxMs1Nf61UqHZGDe08Obkcn2vNykPPTSoCTg5KetePNndeaO9w02zIibCliLPvp9u5/eug6Bag4O7yU3nwx9hRbkIOcn1aWKQflfvKq3VXK5rLb1uESx7bIwfTSsOUd+n58/bGrtQqIFyHB2N3etnaz/VKX7iCFqf9q2HuVPqut0TNR/m9js/JY71XH+7UUANSRntHfIYLxINOjqwOgTtd9mXYHWIQQ93S0r8tivXzR0NpsuR5k0ygx63XajeraY/avHPqDFABUo200xmHKkJj1OumzmkY9MwcXJ/5kqAVgn44eCSfSifAIravXXBn2jWyUCiH4+1jvCZ25196lq6UMTHQpyFh1NQpQo+umHe7AyyJ1FGSH5OoIYw/+1FENQIXuj3fCqygRvkPrqjR99xc5xM37nOf1hvN2+zld4zGzczzKfx/JuoJMFcYXIc5KCCGUjI5+3qE/Y6UvdZv06gPYWetS2iUfvveqzfRZtZICgFJpPxuNJjOZ+r626Du77Je6dEeazV/7okkUDzI9uhqgqNGdp+m/B9h1FGV0oCq/BfNdjg0N9bR3dtl7zZoGtYUJJWCubwgNLusVwgriE4Ts5KBFpzP30hc71C2XvZmKFOjJaTZ43aJtN9vtFw2tLbaRKAcLuCVCkIvedXS8b7La7d0mvfoAbsCGidnv+8zaGkprd37SrKQAqKjt+GaK5RLhH53WPzTXvHP2y76O2grqsDOUlmlxuBwasrYbztvtZzW1rRbmUSIXZ1OJ8I9O+kNNzans30a1ss1+9Yq+tgKAysaeOzEo8WFsgri6owIBa0XciX4Le/9qPd1aozR96TxdS1Ue/uPQD4Ici7eFtJO+ClWNK9UqriJSB7g788ugpUUJAFAZXCEWFY+TuO7DBtx2o1oBFGrjZdrhDrzMPS7tWWtRxgCAVtqsfMqj/RbLRfpih7r5/GBwGeILg3lMgKQ1X2aaRhox8ozjnE4jyEXv9lnOWekeg1pjGZxk+aTxsStjePGI8CAm7Qv0zR/EvbuIc3KxMbpNZ7bbz+lq95UyvsKlYdM7V/zxxKzrPQqIV7gWckVcLL07PTl4Xq2kADigdwUTcgWWiyRwYaKvXZUdO+DiL9+aD6t0/ROLgnzhcnCwS6sz2+keg/pdm/c3rkg5EUKQi447LScNXZfsXfrGZovTN88hKBsiijRZFrkIjy1hLkytsYG/241qBVCqjdbMYFGkqOvyPynRXeUqhfOW4nWXG3axPQvnAKUOl2U78wbbIQfXH7uOvu+aTSKUmmc6FaLJ83iwv6XS4l2GCK6MXjiF+zDETTubKzOm4f+u/WhodgWyk05dNWhxhSHKe7tdCTj0pzxPIUJo7YHjoPJQ/8M1BLmQsxkoas1Ds2yKfXRVp6hscf0KMWXgn8yuM4u426iKpv7JFF8XHe2LQ2Gp0sH++srz3uU0gs/HLnQxUU6sCYrWUZSdbB1h2N2mBE0DwRREKDnrOmvzvURoJeBorez0LECEEEzNfNOmqGpxBlNINNDiqyBjpcTUn5r3dXn519nUZH9TBV7clNQu0t/wctA2FuXgSni4V01RKtPtGITxQF9TpcmzwCGEUCrkalNllplK5EKU0WFaMM+gC7fP7O9wRxIIra+MfVxNaZ2hhCApocHlvEJUQVyCbMxzmqJOe2JpBJ+4tcr99EQSoYJycN5jqKYMnljmI0UT7V8pVIDEw/7mJot3ASKE0Gqw/6jM/E085GwDoME8FGJhMnb/C62CqraMLMH0svd8Jahsso3MTI1c//4RC7Etzi0MW/brByMcROj5WHc9ddgZSgs7FJ++8G8+r5VHzhMKcNwVTopNik0QW/fC769iS8KY11ILqGbb3eDUD0Pfh5ZTuRzTRdsC10l3GplS4SsidACg0H5xP5bkFkYu1Ckqu8dWi8QQ+e4jOzsosTzf3JhmjQf6jpziwwsbcKipQwNTa5iAiXtM0i8l/WKO0SlxUU5qHBj/2XHkrGeBQwiuBfoOUsf6p1ZlYpcQyYiQ1xdSgvCF75gCE6Un++sPWrwxiNIrY5dPFR9Bk7Ou94+6Hq8jBOeZdgUAdVf82YWbRVwxP5Yqjvfdf8Zx894LTaCyZ2wVlh1J1h44DioUmU0tbMDxB+mSrZjHQFUbPPMIpebc7WA/7U/CIuWM/+xoquvkmwDFZ1ztiswqSbkQUbTJUNbmuCrgSljq7KBsUQtMKJbmrthKYbylaN3lhl25nlVaOMUas2xnzrF1OSjeXbUy2l1NgepstVEq6jmjAtXNF64HYnL7FoUNI/yb9dMN2VAn7vwrXnNFna77Mk3TNH1eV6MA9f3BtNhYuUCJK4PwSbjgtRwE+3p98fW1wOcax4M1cUlg9GanSqFs7hkMLHCYMpdQR1ErytUxveTtqgYNVt9LtPbAofk8sAbR0rBRIWh+GGH0qkxXKVoFvJWeDRv3V3aPrWIqsol2kSCJ0S991gag+HB4aX7YuF+QCxdlOijexTH+nd+CEpJh13Ggdc9JxiPhb+X+FqW5USl8gpAN3bkTYmFyMXTL2liBM4WENBu6dye0DLnF0C1rY5ECpJeGP1Rkon++6YpZteKcd2VdGuywLc796mrZp3U/gbJpyv0tDqYbtYDYBEuouxSJJfP8SvjCU6wtcJ10x5EpVaGKyHhg4RjyTLb7lCcH85t10Wuuq9Gdp2mapi936+oAaOkPLucVBvuYZL0cbnzFGERinPUV77mKGl03TdM0TXfraoCivn8yLRfhc0j7S97ALyxAMeeEc57OGqA8emHwl1gpuxXj9+n6PzDz/EbV52Pd9QAczL7XFXXFUsa4siIJyk7EHO0PrqL4uPXYn4KSDZ1wOXTnXohNc4vBW1Y1n0vBcqaXhj9UCMwLo4yeovbTE0k5XyreZKhQFXAlLE0OFihqmXIwv1HwETXPW4rXXW7YletZpYVTrDHLdWYBW5aD8Kmno75B854uw3uaBhUAyjZ3dvIILgf5mXCqyeTOfggQUbYcTAccB7ADp7yrScsgMiuM+6/UgQOm4ekJ+lz2S7c4mgSvW9TVAFQ2mNxBNp03sVGsjiXJQYTi9+k6RYXpn79N9J10PV7PVkIwmrJ+uiFjh2JVwFtJOn7sqBzkoowBKD4cXviJVgJhLrl6bUYOsn66ATM9uXk5KJMgXJkd7jO1f0DfuGZXV5YgBxFkfx12fNhu+vTGjUvqIgWQmLF0OchFGQOgTntiaUmwk2/x/EnWLchBfIIl1F1KGXKwhLbI76Q7D75Um5CDBWMI55ftPluUg+mA44AK0zqSwnAyj4nYnBxcDTgO5/cm2QgvMEo5crC4c0J2kv98TzWcdUs/hUuzXvCYqhuO6TbQNCgBoNrc2VPWCrtiSWNcOZEEIcRPxCj2Wf+16Lty0p3/5SbNzn7vMBlM9LUb9qM50SlbTsFAI7Av0DFRGV+SabI5RqcEGfKGLVEVsCUsRQ4WKOpW5aCcH0q8hSvqrnLDrlwHLDGcyhizHGcWsUU5CFMhZ0t9X0Dw4SAzeX6Q/48w8eTRk8Q6F3vA2N5V4c82K1sOroech8AB0/DG8rU0G/z3wxdpGevgyiAxK39I1eFj2j8MZQ+REpQkEQk+WUXcQoDp1aqUra7H66JyllDHEuVg5gS4Ro3Wwr968i86+6zj2Tdx1k83ZGxbrAp4Kz2fdB6qEEifHZWDybDrONXmjqxHGL0K7Ov1Zb+ncH5aCdSOALv52UFFZ/btHEH20b2Hz+EWZwelCf4+7zmjqrvsW0nLm0IMnPN01tXZxldgKQVIhJwakPnOkm+6YlZtdc2uS4MdvsWXpl0tlYrc6Wh8Z0lubXYwL8GlcPG6SyldDqaiRdsC00l3GrlSbUIOFowhUL77bFEOrk87D1UIN/9B9tG9h4v/lRTm8QPcY8/Fw8zm5GAi5NSItmLA5eC9qedyET5HOXKweMdcfRKMJFAyFmBs2v1FziJNBZ0txxwBgcKAEaa9GvAtgoq6YgljXHmRhGc12H8UKNQ63UcbcSxXwOjNTtVhm28JCnMpVE5+BrrB6ssuSOX8tFJx0PFgTcaXZAdlCXIKBlvCkuRggaJuVQ7KVGpZ4i2Pp4vVfX0aP+ziO+BzWIoDyBqzHGcWs0U5uOynmw85p8XZvfRZG7KT51yUOZeZRU/6rFUaZyj/HKhSZEc65jlNgeOu8EosGPo9/sjVpgKqdsftcb9/fOTa5TO9/xvloIx1cGWQjlLppeGzFaC+e+w5plTRoU7LyBJECC37rI2HnNPraN5jqAYtrvDaQjD4NFK0jqXKQf74Rqq6e3Ql8+/FcZuaqj7rmU8ixE8f1nUwYU6aJq4KqRDOSqsh57sUOKAf+CnGQcj+3KeuxHx4LbVdJIhjdCrobD1mG1+EKP1i3N5I1Zk8EQ4hhJb99BFVBxPhIIp5DFRli+vxWiwU/D1ZmhzkXzkolbb3xui//b5bjo4LnmhqC7OD2ASfeAzVoNkZ4kQLSQvJwZjHQFU2O6c5yWpRmbeUVMjZQlEq/Z8nYkkElwN9xwBod8/lH5XKWzX7v1JBZ0tmxaE02OFbfG2e6VSA/Vrb9dGJCd/tvo4PPFG4hdnBzJcpcYILJdRdirATPcubLhX+dr54W+R3Uu7paF93zyD2i8S2IFeqTcjBwnFSvvsUkIOinrUq06zxGVe7AhzQOW75/BO+kW9tZz4dia7mFWYJ95jkpVfSmiXKQX49NKXSOW77Jvy+H67ZPuod+Y3De7KwIcUjAgcLycHiHXOO6bzoXUojBJM+W9UhZ2gdpsKeHuMlT1jyTRzG/VfqDjlD6+L/6OvdB/gVvdjxQkgJcrC8SJItxDzTrsCe7MHbqk2w8o+fqCtUTvjinq2xqtrkmedgptYqIxNJyIaI4k2G5KsgU8LS1g7KF7WAHCzNXfGViki9JVm07nGZYRfbAZOyDlDScJnvzHm1l2ELcjARHnWaG6kqdbdrLJz9Jo64xcA/HIaDAACg0tND/qmbXepjepP1stWo63A+zAvN2SMZa40Dow+ncn+HIgHGqlEBhdbKBBYh//ZAAeqw5eavCX5Lpv4gBQAA1c2ZjVf8qYyKWuOfR2fCAcamUQCFxsYEogu3xGX4r+DJjZLH79NHP8suBxaWKpyIfWdWH9OZPqGtRm3H1Sk2nV0vCKjGrpuzy7FbBesoLFj4WVi+jgghhJb9dKdoITD3dNTxfl2drst+qdtkpj3TLJSkia0CQlgr8QnSx1UAAECptJ0n3zmgNtLf+hfEpS61XcRALjruNLfWqE9b6csXuy//1TefjVbJ6Gifvq5B13XJ3v3BGfpWKLPpdc7TWQNAZaPlH7MvZmRaMJYXVJLR0T59bQUAgKo97ZpahkKDTD3E/y1KMzwjbOL8BFH6he+zZqVC2aAxdH/5l241pWyxDI4HRL+S1H7RR2uUQNWg6ej+qr+7qUqpPj844ZevVDI6+plWRQEAgEpjPNmoVBvpbyfyrMrHxEpVY3uX/VKXoaNnaJqFMBG+d82qVQCVxvq3bAeUb3F+x1xuVzJ/vus7xoEfp6Z+xP19ZybyC5NJnwnMhUT+Jk0wXbzuuRCxgbATPQuP/S3jV9fuhRPi7hxeLt4W+Z30xYhZRQGAfQXdFuQ8RL4ish74OFI4hmC7TyI8erW7WQGoBtOX7uHAolgT5nrW0KRcsy5ygqaklM385ug0JqBhHivYmviIMeaTGGejarUVAACgPJbdUirjycL65UaExy+kfUEcwIs7Z+iWWXNMd8ZKf2LUmpxTyxCtsxOfNiqa6YkXgjxXw6NOc2Mlpe52jeW6P1wMDDk6agAA4ICOHgpMDeWNF8IUsJb5JTKz0SXvhP8bKzOS8CyNdbflJsmEtnoxTjdXA2WDxtDz1V/ON1HVasv14MxN+XJuNEFDne6c3d5tOvOZJ7QMc0dD5/tSqmiTyfeF2DqmhIMTgRFBaLp7tbtVASobjH3u7yRDj1xRR+V/Uoq7BhYh1g/n87yluLvKDrvYnoX12OAyLGm4/OWmtHilQu4sJhB2Oa/4SMK3iWWfzeKOYDY4EghvG+uPXYb+gHTHN4FQKkQOEgi7HCIHN0eanbp+ZXB6h+YGCYTdQZoNff/N4A+j7o8/YCJEDBI2DZGDBMJuRvB1pv876QdBQgHgypPHr+7QGQLhNZEIObUUqGy88APmGyWBUDJEDhIIBAKBQCDsaYgcJBAIBAKBQNjTEDlIIBAIBAKBsKchcnA74BYCtwbM6jMFF/snY4H/6TNpDeXcIYgDcrHArQGz2oC7AHrPA9mHTlOHQXNA1e6eTcmtpEnGAt8NmNu23Ba7nfVZVytV9UrOZObhz1HHnjb/WtJ5O3jbrFFSJy0pqO42krHAEK0/pC8xsHALAYbW157agTq+whC3Qy31RjrAm80el4PJ59GlLfvaxmL/gns/M0cuyR3JWzwX7vmz5xzMnVwlc0/aDrCR9e4nOet6T0VPxGdvnDnxVSAuLjO3FH2eRGjrbbH72KiaGMhODtquMKH8U1h3KPc0G7xhsw2FEpvwFqGbbSWdt4+3zBoFOumGD5QWVHcb5QWWwnXc2ti04yFuiy0lV7vtcwCZkLgpXsEIuC1SZKvsaTkIozc7O7Zljq20o0AK3dBQDDjn6TRn0y90be72I8p6dwOfuLVV+EsaUCrq+agDe73PG4+4am9o7m+QmxG2QoFOKvKBN/N8pfICi2wdt2Fs2tEQt7WWkq3dtjnAtobEnQ9N2ydFtsTelYOQfejUH9gmUbXDchAuTzlPqnLpv0I5KM16dyN7Z1eanfparxJcFv72yMG8qr2Jub9ZbkbYCnKdVOoDe1cObs/YtHMhbmstJVu7bXOAbQ2JOx+atlWKbInNy0G4+FOf7gAAhyye6UjgqrFWASp09J1wAsZ+6dNXqulx/gakvi6L9fJFQ2uz5XpQcg0OXJjoa1eBigbLzZnIxF+N7wCwT0ePhBNri78M6Cpbe8cXIEpGR/stlov0xQ518/nB4DJEq2HvX62nW2uUpi+dp2upysPO6TTmMXFWsbu9be1m+6Uu3UFKx0TRSpCx6moUoEbXTTvc4xNep+10c43ybJ+zo56itM7749csGhXfndYj3isdDVQ2hMHl0JC13XDebj+rqW21MI8SOcdNLAauGmuVDR1Xvsm/xCzK6EDlEbPVoq4GAADVcXr06VrGjNmKB/5mbqjT9f0kuFEHxoNMj64OgDpd92XaHWB5OXis9yp/uQ11pGc0e3l2YYMjhFAy6vvaou/ssl/q0h1pNn/tiyYRehm41qVRUUDHRFFyzuswNFQCJe3n8rNGkLQ+eqAAACAASURBVJ0e6ukwdF2ym7W16i4mxMqkuRr2XqWNzUphOe9OTw6eVyspAA7oXcGEbJm52BjdpjPb7ed0tfswvZqb9znP6w3n7fZzusZjZud4lIOIDbjtRrUCKNTGy7TDHRBc1hQPMj26GqCo0Z2n6b8H2HUUZXSg6pj9K/5mIarRNhrjUGJW6gahBMK7FuSid/ss56x0j0GtsUgvxoWJ8I9O6x+aa945+2VfR20FddgZSsv8BONOuCcTs16n3aiulZY5v2obJGa9TvqsplHPzMn+HMYe/KmjGoAK3R/vhFdRInyH1lVp+u7jO29eu4hyHxwP/K+T/lBTs7EWKhn1Xukw9liNLbWas3aa/twbWYfLwcEurc5sp3sM6ndt3t84qYc/iIV/FKWDbW65GmE6+46wyQCI9bFC3RYmhNaQr7UITIKrs7cva1UUoFou3A5MeboaqCZjvzecgLgejfNA+PtY7wmdudfepaulDEyUK2Ln8jppfqjhg6rWfvWKvrYCgMrGnjuZ69iwKWODRnHDGtXKNkwWZfV67umow6g3fULbu0169YGcCJNNxNHxvslqzzwulRrisSnwMnP5p+WkoeuSvUvf2Gxx5i7/zNgaU3dsiONLlR+uSxqLy22pNBu8btG2m+32i4bWlszVbfm1K98BCg/3kpAYe1xij4Ps5KBFpzP30hc71C38fXGSUt0LbHpQk+25cgYpJcIkcRYuNnrKs5XZQRj3X6kD+zo8TyFai7hPUNQJd2QNIW7Bc+6U5ylEKwGH/pTnKUQIrT1wHFQe6n8ovS4qfp+uUyg6PAsQwYi7jVK2ucMQIbjgOXXKswBhPNB35JRnASKE2IBDTR0amFqDCMa8llpANdvuBqd+GPo+9BL/mCCbYH9LpcW7DBFcGb1wip+VFc2xwWWvpRJQTZfvzjz84fpIiE3L3A/NLQxb9usHIxxE6PlYdz112BlKb8jB51PODzsxV44ihPj+WdFouxvj0mz4tlVdBVTm4Ri3Fug7CKrb+QPl1x44jgnvHeaRvCfNMTolqP1oaHYFspNOXTVocYUhQsUNDuOBvqZKk4c/nTcVcrWpqBZnKAVLulgdIQTnh88c1rtnOITQymh3ddVhZ5CVS5ObdjZXisqpON53/xnHzXsvNIHKnrFViC9zerK//qDFG4MovTJ2+ZTUoVcCjtbKTr65YWrmmzZFVYszmEIFZgfz3pWjjA4oas1Ds2yKfXRVp6hscf0KMW7A4V0r/rPjyFnPAocQXAv0HaSO9U9J7uRNL3vPV4LKJtvIzNTI9e8fsfif4NyJxT7J32WOKbP8NIDw+nP5n8Owu00JmgaCKYhQctZ11uZ7WUa7iHIXXj8PUyFnC9Xunkuh1GR/UwXfzVHMY6CqDZ55hFJz7nawn/YnYZ6HC9ORa265GmE7+06wyQCY52MvinVbkVVl2zGHXBxIznvOVoO6M8P/eTZs+4AJcwjbo6fTOF9NB/vrK897l9MIPh+70MVEVwraeROdVOID/D8bzEMhFq48cp5QgOOucFI2ZYxzFo2HvGHzs5AZd/BdmJ3qb9tnGVniyxMcaMr2OHwiiYf9zU0WL6+uVoP9R3ETYOLvP/GfHU11nXxFUHzG1a6g3nWG4rnHZTtmvp/IDwFFxuJNtNS8x1BNGTwxhOCcWwuaaP8KpnZlJytjWCHikFhaj0vHPKcp6rQnlkbwiVur3E9PJPNLtelBrVDPlTNI0QiDs3CR0bMQW/tYnAo6W6oU7cw8TM0znQqgOOh4sAYjzMmL3pV1tOI1V9Tpui/TNE3T53U1ClDfH5ROV8VDzncpRSczn4LzTLsCgIN9gbW1eeajj7yLCC16zXU1uvM0TdP05W5dHQAt/cG4WK8g+cdyBY16zqhAdfOF64HYxvJScRvkBymsHIS/ulr2ad1PJJsUoowBAPXZ7pNtfX68FpQkiGDc17sP7DcOP0MwwrRXg6aBYGo97rMf659MSX+Jk4P50q24wZ8NG/cL3I6LMh1UppeWJAdh2NUC2t1zqW1LE1tmbs7TWQOURy8M/hLLX8C7NGxUCNQPjDB6VUZVlCcH87V+vhtgXYtd8Z6rqNF10zRN03S3rgYo6vsnJa7N+WklaKD9/DaOdfxPMO4k82SBMhf4KiT8X3I/R+klb1c1aLD6XqK1Bw7N54E1WEa7iHIXegv/N+8tgtaHy6E790JsmlsM3rKqxQ/jvhMVaG58jbCdfWfYXACU+Fjxbis2jmw7ZimQIJwfPlMHDjRqPx7hJ1pwPRrvgVz0ZqdKoWzuGQxkpEQhO2+mk8r7gLA3yaWciEids0zDCjpsOb1+adioqOseW8okmWsdfCJLwx8qMqIhv8obCCNnemn4Q4XgGRhl9BSVFSv8fyrWMXM2LxCuC4/F5bcUSrOhe3dCy5BbDN2yNuaiRFlysMTWiYtSkoTE0nocZEN37oRYmFwM3bI2VmRLWNrgW3RQSxfoufKrvwpHGKyFsc5QGltcO5iaZzoV1Huu6Z+d75+jzzeBfb3j09fevzC6glA64DhQwhd3OM+0K6paXQ+mnWe76A/rQIN13O9+/9LYyjpKBxwHsCsAxHJQ9jFhNstBfkaXajK5+Un+TclBzk8r81/HeVeoVCoVCu1Xk5hPtHkJZv653zj8DKH1lbGPq0GD1Rf22c65I9Ip1BI9srjBOT+tBEK346ulY+ZKlIOcn1ZmXtG2J025MkN2ctDSogSAajjrFn8LEKTPw/rphkwJt10O4l1rNeA4XHSph1gOyvwE407yie+UHMxM0leY/vnbRN9J1+N1+c6LaRdZOQjXAn0HwQHT8O8QLXrNtdXdoysIIZRmZ793mAwm+toN+9GicrBQc8vVCNPZd4hNBUCx8UuIk+XJwcIJwoi7jaKqz9zm53swPVrWA9Ns8LpFXQ1AZYPJHWTTBey8qU5akhookLLEObkyDZvrsOX0enE3F7QOPhHJREYpclBgOkGWkpIU6Zii8UsuXBcci+XtJq/bEGR/HXZ82G769MaNS+rtkoOlDPcF5aBsB4Ers8N9pvYP6BvX7OrKTctB2fQ3IQcLRhg5CxcYPQuz1a0kcGnYVFHxjqbthDOYnHW1UlXvNGhtvpcIofWQ81BmMOBJs8F/P3yRJ5Xg78OmA+Cdo9oTX4eSIVdrleKdxmbbeBwhtD7tPFRRYRpe2li2wD669/A5lHQq2cdyeSSePHqSWOdiDxjbu6rMCV6bnh2sVLQz81BYqWSUMQBw8m+jrnZVlezdkZIZ7LCrJTP3izJf046+p/vD0DzmpyV5ZHGD82/S+3p92Y/RnJ9WArUjwJYzO5j9ro0QgsvBe//44v/efJoyZV5+EowkUDIWYGza/VSra1YQjviX433W8ez7IOunG8DBvsDaDswO4l3racipARVnh5eytoXLwXtTLySvCKJxIoH/yXq+O935fz75v/CJ75wczJxs16jRWpj5FJLtvLh2kZWDCMGXgT4NpdKYPzml7fxmil+gE73ZqTps8y1BzFQiZiQo1Nz4GmE7+06xmQAoNn4JcbI8OVgoQbg43vtB98UTKtB4YSwG8T16YvwvOF/9byT4ZBVxCwGmV6tStrpCq/J23lQnLUkNyKfMSpzz8XR5hs112HJ6/fOQ8xAQvNFttE6BRHL6uxQ5yE/gNVh92VVlnJ9WKg46HgimDVaLdMzc+FVgCCg4FpffUgjOeTrr6mzjK5LYtUU5WHy4LyIHZTpIIuo5o6q77FtJ59m/PDko2wE3IwcLRRgZC+OcoTS2vrP4pc/aABSdzHwq89GT7/Mosy4BqNodt8f9/vGRa5fP9P4vTifxn035kMTPiGa9k18nAQ7oHLd8/gnfyLe2M5+ORJN571hyj23ARZlzmeUaSZ+1SuMMJfiVDaDFFV5bCAafcflBamnYqFDUXRhZ4JKx+19oFaDS4l3OzNnu19quj05M+G73dXzgicINV0i+GLc3Ugf02OWD0lVW+ibbvayG4JMV+pCQdMxzmgLHXeGVWDD0OxfBe2Rxg6dfjNsbqTqTJ8IhhNCynz6i6mAiHMx88637xLuQ5GK+Pq0K8OuEJFmv/Ydprwaqd2037kz4x287znzgCS/JplmCxMSXOcJ0XvQupRGCSZ+t6pAzJHRouDhuU1PVZz3zSYT4ma26Dn4hVAE5GPMYqMoW1+O1WCj4e7Lkj8VY10qkZr5pU1AqneO2b8Lv++Ga7aPekd8kmYrlIJT5Sb473fzPrzKJy5VZUjU5lysoI+DSsKmCyk7gyfkSrl1Eua8KZwe5yD9MJ74Nixyad6c2ZyguXhIn8XCBhxRobpnVvbjOvnOUHwAlxi/ebcv8WCybYHLe0/2+K5TiwkxHDeBHPr7Moh4dWcP6anSoM7NCbtlnbTzknHxawM6b6aTyPiASGXIpz0mdM1meYQUdtpxenwo6W6qA6v2BiWccSrOBL9SgSut+AuUSCTlbKEql//NELIngcqDvGJB+rEeSsSn14p6tsara5JnnYGY9mcrIRIRenVd3OTlYaAhABcfi8lsq5jFQlc3OaU60iFlaO67cZIsP93khsaQe99RjqAbNzhCXXfWe/Vhf0uBbfFCTe30tYBAe+QiDtzDOGUpj63IQrgX6jmTCxPrK2MUjubcWyEXv8ptoAKhuzmx7wbH2wHHkgpd/61oZ7T6SrS1CiHs6ym/hAZSymd/ssxoe+5tVowIKrfXavTB/NCvmMSHp2K0u9TG9yXrZatR1ZLQav/YFUI1dNycfjl2zahRAobFeG8vuCM7sMAeAqu9w9p1V1mrO0t/6F2Aur4rajm+mWC57YOY7xoE7MxFvT2MlAPu11r8HFsUty837nBZ1TYvRardf7LH9dVxkkNWx7trcS5vUytGbnSoKUIctN3+Z4o+hrjUOjIYiASZjCiawCEsxeDI62qeva9B1XbJ3f3CGvhXKfNrmN+dTAFTUdvR9efadGs2H9LcTi1CY9a8JYZtS9R0u3pLYNLPHZUvL+UtkJmeucGIdV+b5W2bNMd0ZK/2JUWtyTuVNd3NPRx3v19XpuuyXuk1m2jPNQoQS4dGr3c0KQDWYvnQPS43Pr6gAlY2Wf8y+mBkdMNYCRa3xz6Mz4QBj0yiAQmNjxsdH890A71rJ6GifvrYCAACUx2xeiRaEifC9a1atAqg01r+NhVcL/UTqTmn8k5lzZfPKHIhBYdWEJxULfzL1UPbnmaeX/XQn7V/eqEKp7ZLLfWhy6kdBy6ZXxj6uBhuoGnSfDAaX4YtxurkaKBs0hp6v/nK+iapWW64H2bTAzR6/CAs9BMo2N75G0QVMZ985ygyAiXBeqCncbaEwvITlXDfXjjIJwlhg0KpVHbZ4ZhKJGY/lEACVjeZvA4sp2R4t8cDYd2b1MZ3pE9pq1HZcnWLXcEFVQPmdVM4HZiK/MJnexAT4/dr5KWOcswzDYrMorddDLnqH1u4HAACwX2tsf0fZbKTd/kKJfKZVUQAAoNIYTzYq1UY+0goQjE2zq9kGbajTnbPbu01nPvOEJCExr+4FwoXsEIAQKjgWl9tSsaiP1iiBqkHT0f1Vf3dTlVLN7wKW1G6TDiA/3EujfWk9Lv3C91mzUqFs0Bi6v/xLt5pStvCbx0sYfEsY1Aq1iKxB+MrIRhi4iLPwlKfw6CnP3j13cLexPvutoe9B/rJBAuHNhIuNft57i5+ESLNzkz7mQqPBE3vdxSIQCARCPkQOvm7gcui7a4MjI+6PevhlWwTC20B6sr++lfZnV0PAldmhvk9HsWshCAQCgfCaIXLwdZOedh6uBNSRC3mLzwiENxk2xHSplRRVo35Pf7LD/BmTOaCEQCAQCLsOIgcJBAKBQCAQ9jREDhIIBAKBQCDsaYgcJBAIBAKBQNjTbEkOrs+6WqmqVtfjks+1KUoyFvhuwNxmKHTmOH9k7s6eLltKXpuqvrCCpVRWrjBbSadUdqB9C8L5aWVFre6cPXMHFAD8lVD2c7raCiV9L7oz1SxWqoXArQGz+gwT5Ur0vU3ZDXKxwK0Bs9pQ/h27649drVWFjhsVVYGwbWytg6TZqasmw/saVU27+3FK+s/NFaiYJ+wgW3DgcnNiHzpNHQbNAVW7ezaF3Zv06grz+uEWAgytrz21yd5dks9sy5hbeqNs+4hWfoKyMTMZCwzR+kP6EpOCy1NOi8FwVKXqdM/mnee9OXasm29JDkJ2ctB2hQnlH1O5WTJn88hcsZAhzQZv2GxDocQr2KSYlxe3FH2e6RKbqb6wgiVVVqYwW0qnIFusYA7IPX/2vKw7Ezk/3TIQ5ON7lNGBjcuUYCo40NLlGtnGapbKxuFkmdOSS/G9Tdkte0wj/mz6gsaEy8FB2sY8kjltWVIFwraxpQ6y/tjVeoT2L8zeOH9i4EFc8s8yEko+jy5l2rWIJ+wohR14G0nOut5T0RPx2RtnTnwVwB/UurnCCCz5ehEE4WJsuXeX5DPbMuYWa5SNWm/viLaZBOWtWmZS67OuVhXtj/9644xpILBSdsnxpdupbr77PhYXuHHr9ZOKej7q2GLZ5C6KeF3piNiOCvLAOU+nubwIlQ79z41g5uRFkRxEaC14439C6dfjG3IXSW078lcVbcKYIl5ZFQilAufcWsFdt5J/lpFO9GZnxy6ZAyt019a2AZ+4tVX4m4e2VphdY8lyg/Ab1LsLXc4rqvW2h/qyE5S3ahlJpebc7TLXZO1GiBwsHf7ejmKXZxdl98rBbaog2rjQZQsRSiIHc/9x78nBrRvzTRow9griOwyl/ywRyD506g/s/IRcibwSOVjgIsotFGbXWHITQfgN6t1yjZJX67dEDkpu093tbEEOJma9TvqsplHPzCG0GvZepY3NymO9V/nbY6gjPaO/Qxh78KeOagAqdH+8E15FifAdWlel6bu/yCFu3uc8rzect9vP6RqPmZ3ZG9uytoaLE38y1AKwT0ePhBPpRHiE1tVrrvx/czM/OukPNTWnmGgqEf7RSRvVyjb71Sv62goAKht77mRva0pGvVc6jD1WY0ut5qydpj/3RsSf2tNsaKinvbPL3mvWNKgtTOjFjNdpO91cozzb5+yopyjNH296snlxKB5kenQ1QFGjO0/Tfw/EHguqjxBcDg1Z2w3n7fazmtpWC/MogdJs8LpF22622y8aWls2rkjCyTi4+FOf7kC2smuLgb+ZG+p0fT8Jbi6CifCPucLIpCNuodXZ4S/MmlrqmM1pO6YUXUKFK1vhCqJkdLTfYrlIX+xQN/N3Dck0OoLxINOjqwOgTtd9mXYHWPj7WO8JnbnX3qWrpUoLW7JysOqY/Sv+/h+q0TYa45OCXPRun+Wcle4xqDX8zUIIkynuMQmYdtyICylREyRmvU67UV0rLY+oX+DcLMHhHQMfKyXGvBfw/tV6urVGafrSebqWqjzsvP/Ye5U+q63RM1HEf0fo0urMdrrHoH43e4+W8Arg0tsCctFxp+WkoeuSvUvf2Gxx+ua5jB/Kdzqpk+TBPR3t67JYL180tDZbrgfZNErM3La9qwKAUl+8PfXAYzlENZj6vbMJTF2wuf/vzOR1i7oaAEql/+aVrCFBCIkDoJwzZMwo8bp1NvB3u1GtAEq10UrT7tFRt+Cffw+wabyjSp3zpwnGqqtRgBpdN+1wB34Lb3hCgcBbUhvhgnNiVhwetXmXQc8xOiWQRgOEjzbS1PhgW6xl2QBvKYXaeJl2uEe91ywaFR/61iPeKx0N1MbgKysHITs5aNHpzL30xQ51C3/F2UpQZMmX4l/IRHJMrECQnR7q6TB0XbKbtbXqLibE4hwAJma/7zNrayit3flJs5LKXVApCcLsOqa/ZJ3K0fG+yWq3d5v06gO4z5oYn7w788ugpUUJAFAZXCE2M3BnoodsPBfEPeyYi+mAOCPLN0p+rfGhfjUsjX7TaZw/w9jd3rZ2s/1Sl+4gxWdXaOzIj3JIKge5p6MOo970CZ0xNz/acrExuk1nttvP6Wr35Y2/LwNu2qhW8s5KuwMsSkZ9X1v0nV32S126I83mr338pbuYSgn9VRKxl8PCgI8Q4n7z9hqNFz82qhs05l6a/so7t8klnluZHRTfS83f+lz70dDsCmQnnbpq0OIKQ4Rg2N2mBE38mrDkrOuszfcSoZWAo7Wy07MAEUIwNfNNm6KqxRlMIZGygRF3G1XR1D+ZQgitP3bpaF8cItHN9/zfDeahEAtXHjlPKMBxVziJEEyFnC1Uu3suhVKT/U0Vig4+L0HpF26f2d/hjiQQWl8Z+7ia0jpDCbjstVQCquny3ZmHP1wfCbGsIC+J6hJWn1sYtuzXD0Y4iNDzse566rAzlJ73GKopgyeW+RLURPtXpInk/oZrgb6DmbvDEVp74Dj2mV+6LCYuWxi59xVho3DP7vcdV4CDFu8CRCWUTVRBGA/0HTnF25ANONTUoYGpNSjb6OK+lA7211ee9y6nEXw+dqFra3JQUWsemmVT7KOrOkVli+tXiBCK/+w4ctazwGXMSB3rn1rFZIp7TGIvXDsK6yJsAt4++eUR9Qucm83gjS87gIkDE4x5LbWAarbdDU79MPR9aBkKL1yPeQxUtcEzn/lOsZ/2J6EwhTLaIv6zo6mu0/MUIpS5Np561xmKF+h0eCcRsRJw6E/xaa49cBxUHup/uIYQ4iIeUx2otgw/+8/wuR4mkkCydcnPXaXt88W45IL3kzpQ1z22VNy7tgdRB5FxBrxzosKzg/ifYJ1T7DNCT8AH3hLbCB+c88JjWvzDOUanxEUDfLSRCbbFWlYyOygMWaL/JTsRFfOcpqjTnlgawSdurXI/PZEs9Lxc+XHNwc0Pnzmsd89wCKGV0e7qqsPO6TS+NYVunIzd/0KroKr5e2lFQVimvyQe9jc3Wbz8mLYa7D+Km8fK90mg0H5xP5bkFkYu1Ckqu8dWJT4jG88Lj7n5zVS+kSVDmFyol0a/lzh/jgf7Wyot3mWI4MrohVND0QIJykY5YdRlp/rb9mVuDYap4EATX9T0ZH/9QYs3BlF6ZezyKcx8oXB2EMYDfU2VJg9/GH8q5GpTUS3OUApiQrrQX/MjtrDJUDzkfJfSuucgX7B9HZm6bIatfSwWNaGwpYVWSC95u6pBg9X3Eq09cGg+D6xBtDRsVAjaHkYYvSoT7oVpwgWv5SDY1+uLr68FPtdkbm4WtpNopBSEVP6/t7vnUjITtsmw6zjQuuek165LvkSIR2KMyyp1zByCv7pa9mndT8SJpdnQvTuhZcgthm5ZG7HSTVTZCNNeDZoGgqn1uM9+jBfB4sLJFkZ2+lrc/eLj1n1Uhdm7UkrZRP9c9JrranTnaZqm6cvdujoAWvqDcflGFxUVRm92qhTK5p7B0u+lKPqxONdS6yvecxX8HuTMlmRFff8kJ80U/5j4PQzbjrL+JjsU5f471s1kjF+iHMT4s+CHcDl0516ITXOLwVtWdX6xS26L9NLwhwrBGAOjjJ6i9tMTSdlOJ+ckAla85oo6XfdlmqZp+ryuRgHq+4NphHjdXF1xoOH4x95o9l67InVBEhX16tcSyPXBYs6ZLiQHZX6Cd06Jzwj/iQu8pbRRgeBc5EOt7BCAd/iCwVa2ZbcqBxFkQ3fuhFiYXAzdsjZWZJ8pIAdx5cc1Bwy7WjKDzgZyDiDp1C991gZQcc67si6qEb6/pJeGP1RU9oytwny7iSjJOHJ/y8XzkpqpbCPLDj2SkkuiH9afl6OeMypQ3XzheiCWLJhgaVFuadioELxn5sb9OU9nDVAevTD4Swy/z09Y2mfDxv2CunNRpoPKvFoU+qaMi9h5TcYPMaWuo5DlFchBhOL36TpFhemfv030nXQ9Xs8WWxC4WT/dkDG9eIIq7r9SBw6Yhqcn6HPZXe6luCY/2XbANPw7RItec21196h4Vw/rpxuyrz4CNicHOT+tzL5tCIDsr8OOD9tNn964cUldVA7ys0egweoL+2zn3JG1PHNvWQ6iOUanzLzmFi2b8J/pgOMAdjlLSXIw87VFXQ1AZYPJHZROKuAoQw6uBhyH8etRRJmuyDwmAN+OW5GDeDfDG39b5CBKs7PfO0wGE33thv0ortgltoWgS+aMw7eITKeTdZIc6YDjgOwip7WI+wQF6s4Mz2etVbQucqPRHKNTggw7uaaquByUc84CclDmJ3jnLCAHMYG3lDYqFJw3KQdlHP41yUEEV2aH+0ztH9A3rtnVlSXIQVz5cc3B+WllZqZ8AzkHkHRqLsoYAD+dJqiRTH+RRIDdKAfLNvLm5KCcP8Pl4OB5tZICVJPJPclCuQRLinLSdb0i1TvJf3ynGs66MesuBKXNpSzMSjBMyPar/IgtaqaAQw0qzg4vpdGK11xR3z32fNMB8JXIwcypRY0arYWZT6GsBt9nHc++lrJ+ugEc7AusQalb8EfsHD6m/cNQdpQozTXhy0CfhlJpzJ+c0nZ+MyUd9pJh13Gg6OTLgxCC7KN7D5/Dzc8OViramWwJ02zw3w+Xwp7Oujrb+AqUHzYkCfLftY++p8tVVsiW5SD81dWyr9X1eB3OFS+b8J/r085DFRWm4aVsqTLmKlEOJiLBJ6uIWwgwvVqVsqRz2sqQg4mQU5PpD5nCLQfvTb34ryTTh9PYx0Rv97h2fJHc6uygxM0CP9/EGn875CCM3uxUHbb5lqBcNym1LfiX1warL7uOivPTSsVBx4M1uU4n6yQ51kPOQ5mXNKGF0wgh+OJeb+f5iydrQO3FMf6/FK3LGzA7KOOcsIAclPnJOtY5w4XkYF7gLaWNCgXnzclBuWjzeuRgKuo5o6q77FtJyyshMdjy42JF4L6zZWPBT6bhJsb/gnUASadOhl3HMyfJCWok019WQ04NyOnOXSgHyzfy5uQg3p8X//vk0ZPEOhd7wNjeVfHHJeITLCnKrYech4BA+ueSWn0SjCRQMhZgbNr9uIMAhb0gwuhVYF+vL7sGjPPTSqB2jFzorwAAIABJREFUBNgichATsUVmhKy/r1mp0nz4Scd7nZm9AZvk1chBBJeGTRVUbooOLo7b1FT1Wc98EiH+Lbaugwlz0jQRQuml4bMVgNe8PCXNDnKRf5hOfCud/BMA55l2BaXS9t4Y/bffd8vRccETTRWZHYx5DFRli+vxWiwU/F3oYal5plMB9mtt10cnJny3+zo+8EQXPAaqstk5zUkWWRaScXw6wv4vZLNyMPOxEqZCzpZ9Xd6lNF8RTNlkKxifcbUrwAGd45bPP+Eb+dZ25tORaLLA56GY5zQFjrvCK7Fg6PfI/9uZWXix7LM2HnJOr6dmPD0f9nhmZI/bLUMO8subKJXOcds34ff9cM32Ue/Ib1x0SJJpEvuYKFdcO0JZfytBDuLc7JcbeOMXXu20YUyugBzkn2wTrPDLK3aeWdb5tdg9f5fMFMIX92yNVdUmzzwHM/P0KiMTSch3OjknERo45GpTAVW74/a43z8+cu3ymd7/jXIQcRHPBx+6ZuJchOlQVdTZxldgCXV5A+SgjHMWmh2U+wnWOec9hmrQ4gqvLQSDz7g8F5IG3lLaqEBw3pwclIs22yIHl4aNCkXdhZEFjl+BB/hFY/K9ad5jqAbNzhAHxWuwJJYUgC8/rjnWI0x7NVC9a7txZ8I/fttx5gNPZA3fmsLlTAilgs6W7FpAYRCeC2D7SyrkbKEolf7PE7EkgsuBvmNA+pE6zz9fqRyUM7K8HJQdegp/LMb682qUOZcxZtJnrdI4Qwm5BEuKcqmgs6UKqN4fmHjGoTQb+EINqrTuJxDNMZ0XvUtphGDSZ6s65AwVkIMo/WLc3kjVmTwRDiGElv30EVUHE+FgETmIidhCMyYiN8+f+Eb6ZXJzbGVnMX8eo6LW+OfR8LPMCZO1xoHRUCTAWDUqoNBamUB2b+yyn+6k/cu5n3NPRx3v19XpuuyXuk1m2jPNQkma2WX+8fv00Y19FRvnQ75jHPhxaurH7N93ZiK/MFatAqg0ViawmFwZ+7gabKBq0H2St4cuGR3t09dWAACo2tOuqWWYCI9ds2oUQKGxXhsLJ0R53QknYGatAKhstPxj9sWMqKjc01F+N9bGHjG46KM1SqBq0HR0f9Xf3VSlVJ8fnPDnfjX1EFPZ1bHu2twLhABxYYS5Y9PJMMfolKBqX6P+nN1+3tBuHeKXqWLLFlyGJVWQUjbzO8VWCzQ6jN7sVFGAOmy5+Wsi9p1ZfUxn+oS2GrUdV6fYNGJ/ohurG+mfcOdqcIuBf17tblUAABSt3Vf/GVjkpP42Ew4wNo0CKDQ2JhCDgqYEymOZ7bT5mWIfk2YuaUdOzt9ETSAsz/j4XVFz5LkZ3vhPZ3PGDEt2bAqM+cvU2N8ydr52L5yA4lYI//fFON1cDZQNGkPPV38530RVqy2DE4GRXLEjt/LMsuA11wFQccg5LY5mkIvedegb6nTn7PZu05nPPKFlKPZDcafjcE4idWMuepff3AdAdbNtJMpBuPjLoPVdVUOXJ8wmwjctDRWAOmz+5ufYUpG6iHKPhOR7wc4gdEhhHyzunDARHr3a3aoAlQ3GPvd3D+ZmhP8MLEIZR80PMvw0DABUY9fNWWEQ3nAhfOAt2EaywVkcHiXIR4N1mUgoH2xlW3bq4ejV7mYFoBpMX7qHA4tc9hgmAKj6DmffWWWt5iz9rX92RrY3pV/4PmtWKpQNGkP3l3/pVlPKFsvgJAuFlhT7j1y0xDSHwL1zxzhgW5NXG5WqxvYu+6UuQ0fP0HR2/7ggCCfW8/sLQnyan2lVFAAAqDTGk41KtZH+dmJROG7IBsywwDgPp/B/C1vwl7mZEsZcUQdcxhl5PCAf4mTHVknJpdEP68/p2K0u9TG9yXrZatR1OB+y/y0wdhSPcuHEOhe9Q2v3AwAA2K81tr+jbDbSbv/if26ZNcd0Z6z0J0atyTklERir4dGr3c1KQDUZv7z23UYoqGvQdV2yd39whr4VYtMIrYbzKyVEOpCtiLv587Hu+pzSUTbqLkhf7Etn9507uD1wsdHPe2/xMjzNzk36mAuNBk/sdRerKOuz3xr6HuQvG9wsr+QkMMIbD0z6aL27wGQ6gUDYRt6gwwIJuxj4++jlz27xE/mQnXv4L6ZbY/DMby6xt1QOpif761tpf3ZhGFyZHer7dBT7BXZ3AJdD310bHBlxf9Szsc5sOyBykFAcyD789grz6k7sIxD2OkQOEraBdLC/vvEzf3Y6ELKhIXoge6Ri2bylchCxIaZLraSoGvV7+pMd5s+Y0o84eS2kp52HKwF15IJ0NdtWyH2+6b8VWCRjPQFPmn0y+3tZt0sTCITNI/gW2f9dZjEMgbAJEo8YS4sSVNSo39UbTpnpodzZOuXztspBAoFAIBAIBEJJEDlIIBAIBAKBsKchcpBAIBAIex7u6b/9T4sfiUogvKVsSQ6uz7paqaoipwrz50hjTmgsB24hcGvArD6zJxfeQi4WuDVgVhuG5HeElPLMLqUkL9rGNDfjkLLmFWSUjAW+GzC3GZg5JPr7lQBXZm8NfD6W3SwFl0NDHzfnSsuGBr/468Sz8jrPm9fpIBd7wNAnavWvee+U1P3g8pTTYjAcVak63Y8fbEM83EYknvOmkoyOft5punLt2hVT5+ejmNNzZB7grwbNUHdmeB4mpgevfDtR0gIsmAjfc9N6FQCAqlH//+y93U8b19o3vP6AOfEhB0hIliUOkFCEOCCKKjggSmQJUJFl0VTzmKiVjdLIphF2g3CoEpsIT9RuW21Id/eojdXsmOzMw94xvUN74yaQ+8F7BzdxHvBLnIDzwg5OMCHB7+Bt4zFrvQfjjxl7xh6+Etr6dwT2eH1c67p+65q1rrWuD/EM2hvl2G5yhRU2nsMnO6H6/eDY3ybYi9k/zGQ442B/6W5/JmhmxT/iMOxdm3flDkJ6Zth6iQoKXR6Xe2g9MExYqccF91Rto55M4O0f6hwWZF69fMVwLpYrdkBYyjMHFJK0aLdlJl6F19KqsxOFFBVvrqL0LV9ynFri/f0WANdnSf1JZzCJEEKJiH+EMJ3GGyt5rYWRyX5tv5TD9cxa+FXit2l0B8UK8tRva8HZpiB8sac3uw1X/Iu75sO9A09zfruAyfkfOqrYzB+ptbGeqo4f5pNQwgMwGSBPEaPTPhZPVhmIEIKv7/Z3XJR6PDPhtVQB/h3CkFn4QbOH7iCPT3ai5PvBsVKqzUxhOwOHtPcMKTpw02odyd2isL90l+3CflDT3rf5t7JZ/Mc7lg+X3F3GTH+l3BdTvlNGFDB8q0u3y9cyCeKVlCdmz5GKTn95tI0Mpue/jaXAIg1pH9GY11q4Nm46bKAWi/shybD7M1262b9FozuAVpBccnXuKrH8fiFPcw4yILM6+9PVC3jjp+4XhXJ847U0ZnIvIbjkUoNjvJu3RR9447V0mkfnC/J6pdY85sPpjBGlwOaizRvfrSd//fPUXl6GLimb5QEDbwrb/q/3gLRLYn/pjt+F/Ri1PW5z2R08kEhfta8tu4O7B6QfkZpDu5bMQXUHkwGy9VBH/g3SAu4gQm+8lqbqdL4jQaTo2e81imxK+N+i0R1AKyien/7dQVhzDhggveilHIb3G1W9V0b9EUH/LDUzdESWEzDjI+SyI0MzqZIPrLh1MgAAwOpOWLJJQVjEpiw1R9KJzopD0B3cc/zm3MH8KWybv94b0i6O/aW7gi78vt3B+IKHJHpUTRp2BdtzldC3yNsHrrIZY7Dj/RMvIPt5j7pOQ4URjId+IQm9Ut5hu3pJU18BQGVT/50Ia3DMvz0Dev2Fz/XKRpVxgCC+9Sxxd/fZbqvzf0j7r5tUCtZOthY9l3SNGJATPia+4CFtemV9u+1bNsMP1mS9O/9g2NQqBwAotE522RyuB4b71LjRRvRrlR9k8keJNzIHyITHB3TdFyynlfVqo40gvvIsbSx4SOvpljp5j4PUHcEwNRmMI2bZS/ZqtL0221m8qd1IToUZCFf/6cAPAXDU5J5b9F/V18tABU7cCcVh5IFDU6m0/ey53o83ANCAmwcJl59mNSlftnkQewYy4SnS9LG276KtT9PUYiK9y+luWj5pqXuv57JDV1+BHSNu/VwwgnfnZoZ7lXIMgEMaZyC9rCTUIyQk8MxuSyI8MWQyXSAu6JQtvfmpArlaVKwQjujpuZF+nbbvos2orlf2UcEXIc93ltNtdXLDZfJ0PVZ57E8jP+c0MxqgLHidDNThZsLu8v+bo5AIoRQdHOnv7OqzDRhVjUoTFYxDSM8Mm3DcOEBc0Clbs1m8hIyZZwJi7qCYabBDc9dhOmsh+rVKlWl4hoYIwReTAydx44CtD6/HtFSYEfiEI4yY71IDUJHBvDU/QXdwK+o5WyHTu8Wu4IwFqH68Dsjq8F6C+Juf3hQ2upJjipjIJNGBG222s3h9TSZP6PMJR5/JMnhB29ZiupFOowTXgyOWTm2vzdajqm8zsVuoAgq2VdQqE+GJr3Sabgtx0WzQKA+9rc1iMXXlacUbv4vQK+VAptQPEoTrnn8n6ldEhQRKKDU6LIQ0R3CMuCjB0mKA8YWfHEZ1Haa2kedb5Bgnq5voT9LLgU1KHXF9MhQt5patjellgO/tAZl+bK3kA5Be8k+6yfN4fQUAhzTkI45HuOox1sl07tL+YKE7mJwZ+uzvGQ2ETPiuvVOl6btIWEz6nm686Qsf88Z/vU+lwABOhVFiyWPXNlZmM9vSgRsmdafRZrugbWvNZqUTdAfhyrSjUwFABf6nO6ENuPrgmvGYAh+azrvIsBTHFsyMGwtjXxtV9Vi7lbS2y3kJ94rwP3fuU31x/Sp/ChPqlyjh55H2G1HhF5syCtmVndzPqOpOUWFmd3S3kT/pkHN8bS7sgvgkXtLukKCvgjJ+kdJI9CjlGACYQv2lUOCsVOxmdTAvH/kc2VIJ6j8bWYhCeobEq0GrMwQRP4M1m4q+0TgSpGH0MXlSBk44QwmEYkHyA0ztWoIwGbjSDGp07ud5E0yY0gr9UDRzPBMkW4Cs3jiyQCfpx1dxGZCpv74fSTAr4+caZJXmyQ3Eps2u1rqX0xs6tYQvAcUbyUEyQLbWql3PINoIDL0PMlMsXPeYKgHWPHh3/tHPN8aD9Gu/va2yi+UUNjN9VSsZSKa5mO3m5qLrJIaddC1uIsSsuM+ecj+H+V7/EoXLBWTLg8gzsV/tzQ1daXnG5p2dMuwDMhhDKLXu6a0Elc3W8fnZ8Rs/PaaTBSMoO+G4/5Jhlj3nmkFl/+QGRCgq1qMCgVe2Op9CBGN+x/FT7PO0367Ejl6Z3eSF9XC0SKwQ7uPLY93HNK55BiEUnTBXVx0j51Iw4jHVA6zFejcw+/PIT8H1JFcz8zw5jkLCldvdtTrXYhyhrejk59WYmgzSEfdpDDvtjqQQfOZSy2uJ6URhIYImILY6KGYasV/tx3vcKwxCcNPvOIy1D81upAJDRyp7PespBF9NnuujwkzhJ5wGxIOkClSc9UTzYsQF3UG0FSSPgjqjZxWJgTfriBldqTFNzQwdOWzyRCBKRScHT1FLCEX9ds0pVgk3H9oPy48OPdpEzMqYqVYzvMhAhF5Nmo9gx8hgSkzBxKwSxme/aanp86ylEEIoOTPUXPG2Fk5EdZ6nFXmrgztTPxEVEiohVsriWBRqjuAYcVGSpYuAO3yJyP2v1TJMeKE6sxzYhF+4+tPsqpTt2jCFg3xvj6cDJR9g/j1+7niGhFmIWVYB2NI4R0k+VNZh2cJjv9qbmzKrjOtey5FMO7h8wtWQZbe2GtO6I+lN7WbCF810QYjQNh/aD8tkndRyerg/4e+Sp2ValGOFZkauvjEv7ztOyMBhk2cFivJ/4dyX4E9hgv0qQvgS19LESxBi14weZlq1G7ormHSEF2jyVgcFJvGSdocQEvNV0u6gdTLMwGhobECJYQrD7YLVK6nY3Wax6Ao2V7+5n/O8HMZHyEEj4aPTz7CxHTmXjguxH4q5g+Kfc9sD14N37gXpFLMaGLUoM+WL18XreJXa9QzmPZDX+LUxvYyzYwgXKY0iPZDJANlaJeuklmFymeqSAdlh+8NNuEh9fMET3SpYBBaTLReCz6TWxs7IOIvJMExpMIydYwq6JlYLpzFFeiQs8FWPsaEO7yUIgiAGzXgDAK1DgZioFomOWqbCkLMVdLqW8mLfC2RSbG8l+28i5DyRjSjKVUEH79wJ0jCxGhy1NGV9CxF6Emt8adPYinrOVtThZoIgCIIw43VAdmRohgnf6lLI5C39w5k8OrDgEw5WPcY6IWUQdgdRmMJBxVFyTnSKE+DHQkMoNaZsNnr5++eGH6R396IeY0UDbh4kCIIgevE6GTgyFGCeOltrWCPKQVTBxBrzckxfm57DigzTPkEK+eQr5+7VL1ugYAkSLC79GF9zBMeIt05RkqWLII/Q3ngtjcLOFvPoL8pDFaqLt6TnkYp6jBX53l6F0ROV/gBCaGPSXFnNSfbKNrhw3b2wZ3mrg5BZdhu62Iix1NrYGVn6RRqJT4vcz1N08N6d4DpkVoOjlqbSfMJOH+8PBTZQbMrS/k1AMBJUEsdyi+XbUWzKUoNVGD3RIvyfrxJ5Iy6hX6KNKQrhEoTZNZXXql3RXckgELF5hz/ipe2OFXVpXyVtVrIzY2tF1t2L4YC4g7TfrgQVPWNrKRT1GCuOmCdf8WvaH3cQpeiFn+wGrYG4ftP2/jbcwc2H9sOyCsPYGtyKes5WVH8+yfIa3yTY/zgBZLSPaMyUnFymumTYh865X8mPzhK9zaBmYGru+kfnJqIF/d2FO8itMdcm9rEduIPFeiQo8JTffkjBeb6UFpVyBxkfIS9crN2hO0j7iEaBdVYYXRhzGDo/JW5etykr980d3PDbjwnxXYoO3DApqwGobDS4AnRK6JMslihccFou4g4WZTAp/ChhTCE9w24/YY09rsA647cfKgxwYXyEPH/1V1zB4sKNyVeS35A7uGP141t3XglSLC5bIEdwKcEx4qEkSxdBHqExYUoL2EVQAaTo0L3rxKmWllPE9XuhYnvK7OM7jR3klbJE4Q0F7mAB8wv0rDB2cONZgD2xlTf0UtxBBOmnY/YznYYvbt68qCzNJ+wmiazG8j+r3ksfi0WC7tIdREsULse07nAR/i/hDkro1166g2Lsun13UNSg9sYdlGB3LEr7Kul/ZWfG1p5RuDxzfdI2IgsPiDuIIO1ztMgVqjPndR92OR8VHPXaF3cQhm91KY5ZvWv8zVkJ7iBK0f6vW7BalbFXp/7UOZtZKOabBLsUV2OZyryb0z6iERx2+DchQgiujRkqKt5TdZwkA4kFZxtW9V6j2up9U9jfXbiDTJjSYaDR4s2EXzA+Qi47bH+4uSN3sFiPBAW+NUceragwjGV3hSD9+N6jV7zh3fbqYHUntZi9YC9wb/Y13MXqoKyLWk5y2vZi2d2taBj0RlNF+bFU40ubBrsb1ZN7k2P78p/FwLMNxKz4qQG1Qt7mfLIVL/gkV/27WB0sPabsdJiI+CmruhZrcz6ZI4+CQ4axbMBrig7869HanLO1MrPPlf7QPzMsomDFGsNxiX5D7uCO1Y+/OphXwoOJv5S0OIQKNWcrKDRGr3kuUymWLoI8QkuEnCdKX77IrPhHv+lTt6r7vhkttlj4xmvhaHuYwrmMJ+kBhOBTZ9tJznV0O14dzCD+9J5vMUiqQG4PWoI7CJfcXQ0N1qkolMgnCKUDlpQ4/llWE/KxS3cQPnW21rQ5n6SK8H9xd1BKv/bSHRRhV7h9d1CU7vbGHZRid0iar5I2qw7X4jYMk4cD4g7GF2/1nvzhqXgvxF20tTG9TNZwbnyFYUNSQKXJsw6l6Fkq4j6NgQ4yGOOHFEhwB5lntwyf/pC/RlXgwcDVKasSq+5xLycQQih2n2ho0FGhjP6wS7td1HIyfRtqxlNE6badcIaikUDwBbO4U3cQwdf3rE1V1Qb3MgPT8eMKPXvbyE42i4v0SFjgsXlnpwwcwu2jXt+0d/yatfuL8bxY1+24g2lBKT6w3rwz7Zu6be/+1L0kYJk8zVx2a6tBqzO0uRIIvGS47wPLVKcMU6gHbk78y+cdtevOucPP3Npq0EIGGcgPe91zd5CNvMEUuP22d9rn/fm69bOB8X8z4ZGudEzVutfSdJSc2yr8JFd9IuQ8IT12MBUYOgIazJNr6eDo/r/lhy1H3FqsstX5ZDMSDLzYEDGEkmO6RHVd8KylEIIJr7XqKBlMBJ0dCqDotN+e8vmmxq8Pdg/8d5jZXKa6ZKBWbb0xMT3tve3QfeoOb4kpmJhVxoLkBxg4pLnyzwgDIf2rQ1mZ2dB8PuEw97MHdPYJu3IHd6x+HOsWKGG9tMUhJKA5ScExgsmQu19/0R2KibA09wERpUIowyGZMI9kgGxtlnRuF6HMYmFXc1PnBac3LBBNCJNBsrUyd61gZSsZTEKUnHf3n+l3zyeFH4iHJ699M8oeKE7R/m+6Bu69zpUdCwy1ZgKmYyH3RX2/OyS4DyvoDsL1mSumS75oMki2YrJ6wzV/JMGsPiC1tZknX47pa0HDec9Kgol4HWoFYOODI24tVtlCzjFF4pILuAguU50ywHVZ8rEzdzAdhwCTQbKVDc8twv/5dM2fwpZvle4XrwQuab/4T/iuwzQgfChK5PCAMLvm+U+7oruS7qDovMP7rYjd8YuS5KugZIBsa7dOre6Y8HZzspi9G1NWr//zROhl+pbFev2VieCin7KoFECmtlCT3rvZz+dfp29NfE9/5c784gPKopYBhcpC+VdfTJqPgCzkTfg5Lqdkr1ss/CGTOdAOAHZERzp65PWqHuLaxP+5m23bfMhPWVUyIFNZKX9oPtfO0H9eTxEt1UDeqNL2f/uX3masWmkanvaPi9aVRXTCXI1lmovJGzXnhmfo/4Qmr1tUMiBTWa5PhjLncJ9P2D9qaMD7bBfNBiPh5l5nADf9juPpmX4rOnnhuP1hNoYUhm91KTCAHTPdejArLFs/Z9g3ROTvX4WQCd+1axob8LM2m9nQ/aU7uA4RjIfuXU937a+ToQ3xEh4szueEH4pD4R5xlYEn8Ahknk+wZ6kAJm/JHtQV0qLZR6KF5H7AducwljvvthGa/Gu6tdfvheKQr5kbCCXD7m4FAFhT360FrqKG4igRnnBo6isAAFj9aefsOkSp194vW+QyeaNKa778F7MSk7eahqf8vF+Vajz3b1HT8K/CXO1A3p4+LBb50ahsxw3nCYterbs6S6cEPuFga8HZhnGDw5hV/0/Uza/19TIgU1v+enMkq4psJFM6sGHFY2wAhSuFbNgfqGwyjczM/iJqCMXHFC2PGlXteLeFOK9XG8jZdcgdNVDdkj0vmSuHc9RUQMGKMgDzfII4oQAAAEyh7vr4vUNKPXHNtwJfjxsVmKQFnp1BTOenpu7yRv+quUUOsGb95es/8vlnR+onqkKZElCp0UmjQHMEx2iLnv6iSdZCTL9mj/sUsHSS84CIUiGUmbcqFU2dfbaLfVpdf97FLlLArPhHf/K/Edw7ToQ9l3TGr1yur4y6S+ku0/8kmqqbiH/Swg9E/UMfyEG1Un+eIAj7D3mO5ssx/aFqMxu683qaaJE1fTFN53ULxkP3hu26uvysJB+qGhWgZsAbgwiuzzpPpzVcc/7Cx4dyMYKz32sU7CFrx+We9+pUZ4hr06tbq15CJQeKRpXO/O2QublKruwdnvaJ8EnWtNcmzR35651ZSOLYPM1conA5qKpp0py12Xq1nZaR7FEJEf4vnPs4U9jTOCzVr3zC55J29LWnVwEAOEoGt8S7ll9CIbvyaCQUh7ugu4JJRwBi847gBF3AjXmqJuCr3AjQKSY8RRrb6pSnLcTgBfPgd95lyeG8AjgY9w7CFxODX46yLxyQXnr0P5RZxQnjOHCAkTuDA/+1zF5hTy898v7N3NQtEgdTRhn7CbjiMTU2D82UTiwBX4wZjrDHANn/E15Cc8Cvndst1r1WE+e4aBkcSNec9PNSWFpMqX5jd1jCtTFDJXsDwx5i326g3Hri1A75Bc6P7xgH72rDhNeq2fk2aBlScCDcwVRg6EjTl77MsgekgyPEFak5gt4BYoGh9ibiX5m32xS94Ca+uLvj091llLEbwMid/ra+sRIHMWF89s8dnT9kszNB+tG1S1RQ+L3294EUPXvj0vDcgUgHdyAhTXPSkMLS4kr123IH6dkhbWf2ptW9K3av3cEUHfzph+GfJ1yff0rtrad0wNxBuD577fLw206y94fDgXAHUfwxZWqVg4o65Qca7SkjMeKXlEH8XQHGg5RJWQ2wOuWHnVqdiaAeCl+XX0YZbwMpevZqV/dIkZxaMPrPSycvcmLIUvSzhRe/b6WF0WdPJF9W8gdFac3JoTRLiykVZ5Nu6Ef/6gEfk1R02nGy/2fBPbtdQMr24nYRD5JqDFQ2ndvb1uYCh4ZG/TuPRNs7QHrxyYuD7BL8TnAw3MEyyihjV4BM+H/+dm9ZhLqjgdEx4cvuy/ijo7jm/PEQC4z+fXYfjx+VUcZBRdkdLKOMMsooo4wyyvhDY1/dwUTE/3eHQa3Nv8IRMhH/6BWjUjuy69AEyEQeUsTJes1OoxyYFf+Iw6Ds3n5QS2LB+SGGfci5qmrP8Raq2B2YFf/oFeNOpLcf2EO9klYf/WTUQU5GGCRwig2h+NzwpWvT+xr2wKz4KUJTf6qo/BMR/49XjB0FZrhdiJez9cTZVlX6GjmpDd4hthacbVgV/17GMiQCMpGHI45uAdvh2XhRRtoNG+ynYpRx4PH2Zzqe57A31FGSBnc7XSYi/hFCc1RDLaH9obv9dAfTh8C5l5izyIQm7EGk6i6Lyga1SIxxhsyrl6/SURopOnDTah3JxE1zv5JYQknkVfF2IL2F25XefmMP9ao0IP2IPGlwzscQgjH/V20a+23v9PTEDau6FmR4Db5OhktjAAAgAElEQVS+299xcd8ORRWVP7MWfpVAqIgZSkTiVXiNKV4OXA8ME1bqcanQ+/1VGEjPDFsvUe843nxbBl4cGcm/DYjZTt6QFWGk3QzuQWMSjvmU8Tbw9mc6nsIXUMeOTK8EDe5ayfkMvB90t8+bxbzLM7nYw4NLuyxqO0fe4JK7yyj8ZJGvdvDYO8T2WnjQDgy+rQNxcG2aULelL21Z9Xz+5WSUjcyDm37HYZBNfppa85gP6yhJofo7gZj8k2H3Z7qs3YmaYWnA8K0uXWbFaBfllGrw7wV7Z+A8yb8NiNmO9CHbzeAeKMXgm08Zv0+IThb7Znq7VvI9YOBiKLuDkkcofd+10JNFvtrBY+8Q227hgSJx9LbcQZgMkq2ybO4p/qtkmMJBndGzmv43NmWpOSI5AcN2ISh/9oZbTp7NnZIIpB+RmkP87F5ld1Ace2fg+ZJ/Gyi7gywKzKeM3yeEFX4/Te937Q5CembYhOPGAeKCTtkqdP19mMJB5XGjxaSsBgAAxQli4nlBPhzIhKdI08favou2Pk1Ti4nM3qzNLHvJXo2212Y7ize1G8mpzHH6RHjiK52m20JcNBs0ykMFexzwxeTASdw4YOvD6zEtFV71X+9TKTA2VeiSx65trORnYFMaiR6lHAMAU6i/nAgnEGIik0QHbrTZzuL1NTi1GAtQ/XgDAA24eZBwPYyEfiGJM6q6U1Q4yf/qQdh/3aSqZUd9a2n8krYJA42E7//jP+anEZtHq89kGbygbWsx3eCf/YRxThXx0C8koVfKO2xXL2nqKwCobOq/U3DTYYoO3DCpO4022wVtW2v2fnO4HhyxdGp7bbYeVX2biQpE9qaFWemphVqVCE8MmUwXiAs6ZUvvcGAdoo2Q5yqhb5G3D1xlL3nHjvffnZsZ7lXKMQAOabIXfQmOe3zBQ1pPt9TJexyk7giGqf50y01aPmmpe6/nskNXX4EdI4OpJQqXA275E2wuSBHJsLkK9P0WfWu9qsdGEF95FrcQZMJ3HaazFqJfq1SZBLKcrfuIYwJX5COUXh1MZ/5gseox1sl0bnF/UKht8QUPadMr69tt37IX1mNN1symM2TCd+26jwwWm81s0CgP5fNLLED143VAVof3EsTf/PQWClM4qBIrSryn0QBlwetkoA43E3aX/41IORshz1WiR12nocJoI+T5znK6rU5uuEyerscqj5FzqZINLikNjnhFDSG+4CGJHlWT5u3N4hIoIl8/1wPDfWrcaCP6tcoP0jGmCEF6bqRfp+27aDOq65V9VHA5T/Iwcnego9Nou9iHH8akTFTx+TGHUVVX3W67bG2p5uQseSPOhEsULgfHzxCmVjkAANSqiTthBnLmsCSHkZiC7i9tkw1QaU3OAcYFhCmkvaIdRwglwt7vTZquPtvFPvx4i/F7L5teIk9jv7g2zDOfREE3i0NcRaW3gZwTvgUAStQfGqEUHRzp7+zqsw0YVY1KExWMQ3Fezaeau/MPhlk1UGidQRqhjYWxr42qeqzdSlrb5bmMUGhb9AVX/+nADwFQgxPjofjmqv+vxsYG3DG1NC9xphOkaxEIz1xCngOPOgpIT9g/KRyy+09yNCg2Utx0r3kuiriDyDyfsOs1hvNE2kjkOLXEp7tCS9whduMOpiLu0xh22h1JIfjMpZbXEtP5/mCYwkFFk/VuhEnRodsWZRVQGMciDM8djP1qb27ocj+HCKXzA2LsdfBRv72tsoudR9kUhFWtZCCJYHz2mxY2hSJCKDkz1FyR5w6mAkNH2BSQ8NXkuT4qzJRKyKu0ToYZGA2NDSgxTGG4HUnNDB05bPJEIEpFJwdP5cguO3LiqQNF86vmPRb12zWn2I5vPrQflh8desTPn8Ctgv270TgSpGH0MXlSBk4485MmL7u11ZjWHUEILrnUoJnwRRFiVsZMtZrhRQayaaawY2QwtVctZJ8vbBWM+R3HT7FjR/vtSuzoldnNTBrW+s9GFqKQniHxaiA74bj/kmGWPeeaMxlCxcYdwXWPqRJgzYN35x/9fGM8SG+ue3orQWWzdXx+dvzGT49puEThcl75rc4QFJMMTAbJVqzTtZRktSjttMV+tR/vca8wad8Oax+a3eB1mk1qbvREC20CRibPqTlpqRFKJ1MvTCtcfNTYzJ6yeuPIAp2kH1/FZZWtzqcQIRR/NNSSzfe6ERh6X2ASzXuJDFO4YFEle5r3Ai1WDje7Lox4TPUAa7HeDcz+PPJTcB1KaXAJaXAhZgj8XKhvAaUpIpWvnytuLcYGEiSXXJ2glvAlIILLY93HNK55BrHZL6uOkXMpnuRjgaFWNhU7jE6cOyVlG4urP6l0VtxqljOLJpdvGpyMJCA9P2Zpw0C9YSwMeZ3iMJJo9yWzwfYUo0CYwtor1nEm5nc0Vxrc7E2UyaCzQ4GxqY0LNZZrPgLdLAlRFd1GGwQLjkjVH2bldnetzrUYR2grOvl5NaYmgy/F5tMCqgEy9df3IwlmZfxcg6zSPLmBEI+6mZf3HSdk4LDJswK3R1/pWJpO9tLszYf29i99MShtphOha2EIzlxinkMedfBJT8w/KRwyLg0KjhTHlIRcFEHQs0MdNelMtjAZuNKcbienzTtRUWHscnUweOdOkIaJ1eCopSnfJ0Mob1qCMe9ADajVj73kSDy1NnZGxmEBGKY0GFZLTCfWxvQyDrnDRUqjALWEL/FiTF+b1lGEBJd8YfhWl0Imb+kf9mfvoS3uDmYb8MZraQSyM2Ovnrm76oD8/XPDDzJXTBfx+XbkDkY9xooG3DxIEARB9OJ1MnBkKMB7KxStglMmFyk6eO9OcB0yq8FRSxMrefjU2Vqjdj3jG85+tJBbzqrH2FCH9xIEQRCDZrwBADY7qoRREB13WJAlvVAOYuULSSZdaadrKcl5eCvqOVtRh5sJgiAIwozXAdmRoRlep6MeY4VgcoFUdNr+wdn/5q/asrUUyZwr2Dax1OyptbEzsrTfnC//HATcwcKiJPRUwB0UzDcvJnaEJDa4pDTy5SlkCPu8k5IPNuFpMYoo0E+4HrxzL0inmNXAqEXJPglDzta0EnLBFSmb/LS65dyNbdzPL8C9bAxDUXcwNwtOWWowmX5sTYyFSnW/FBvQ21SMPGGKa69wx//vmL6WM00wYUqHpX2XgmQh3BIEulkSYnJ4uY02CEKq/iRCzhNA7VritrcIr0qyawH1qDB6otujL4TgItVZDZqvBJJbMa+tPZ0jUcpMJ0jXIoISnrleinoOPJ3h9lTcPxFoA+eHQiPF7ZqQiyKEtTG9rME8uZb+l9vO7N87UVFh7C52EEYXxhyGzk+Jm9dtyspS7iD7b547SPuIRh4LMD5CDgBOLfkIOY/cM08uefk+gWAEQIoO3DApqwGobDS4AnSRd2IhT052ZmwtBekZdsEca+xxBdbhXruDKb/9UIkwgu26gwjST8fsZzoNX9y8eVHJSo/xEfLMKo5wyXvVQk45Kb/9kGDwTelRYMTGPczswh0Ukkz6VfWQYewFRKseY321eSKKNvz2YyUCR8IUDgq5CDLL7k9P/mVGeD9dYLByvxRomxif5nHQbtxBCT3dA3dQWoNLSiNfnsXdwSUKl4M09jEcrRRFFOpnil74yW7QGojrN23vcxS+cKWfL3m4HmBjKrBmg6swekEIAjrALldIcwfREoXLi7mDpbpfig22rRh8YYprr2DH//dNdloJ80pjHyvqDgp0syRE5JCZ2iS1QRgS9Yf2EY2ZjZHCujjPsI3cgTuIlihcnl4U3AZ9ofRqJWi0eENe69lM+LWUmU6QrkXEJDhz5U8fUtxBUf8kXNwdFBopftcKXRQB5BOIoDsooKI7JMDduIPJsLtb0TDojaZEfLICuwo5WzE2AD/7PPuG1GjxvuEIQHbY/jARpjQYVmOZymQRp31EIzjs8MfnyKMVHF0Xqjq+GHi2gZgVPzWgVsjbnE+2pLqDiZDzBNbhWoQbzwKLcZSI+CmruhZrcy5s7bE7uBUkj6aVm0WKDvzr0WuuWmzTHYRL7q6GButUFHJfHZ46WytlnVQm7QBbS2IfWsgph91ONYytZX4J6cf3Hr2CEkYBio375i5WBwUlgxCCb/wOFaZQGc+fUnf9MEunMnu7PWNrmW7C9cC92dfcSUBodRDS/m+6iUwWOMhEQs/WUxwRia8OirVNmE/jQVIFcuy/G3dQQk/3wB2U1uCS0sjhwKwOopIUka+fMHyrS3HM6l3jek4w5GzNbp+h7Cjwoqvjzx4/i28xkYeU9QOFxOvZBLiX/aE0dxA+dbbWdrhCUJSFSnS/FBs8355i5AtTXHsFOz4fpDQKUDPgjUFOaUq7ny7lDhZ2s6ToReTALshJbIMQJOuP7/7VE0DWRS0ncwK/5fhfYry6A3cQPnW21rQ5n2xtj74QQuldWtn7H+KfjGRmJWkznQBdC0N45no1I+o5iLqDov7JZlF3UHCkeF0TcFHEOsJZzRGW8A5UVBi7cQeX3dpq0EIGGcgLHuKCJ+VYkNQ0W++9hognuNf3rE1V1Qb3MgMRgjHfpQaFnlqMI7g6ZVVi1T3u5QRCCMXuEw0NOirEoFiQ/AADhzRX/hlhIKR/dSgr8xfGwyNd6e32da+l6Sg5t8Uu1Dec96wk0gEl7M59Hg0lA2Rbu3VqFaIlquuCZy2FEEx4rVVHyeBWKuI+jYETzlA0Egi+YHiePv8rdoW5+ZxnmUmHWdSzW/u8x2KPnR0KoOi0357y+abGrw92D/w3P3B+m+5gxK3FKlvIOYYXDJFcprpkoFZtvTExPe297dB96g7D/Wght1WxeWenDBzC7aNe37R3/Jq1+4vxcJGpiLsJJTbuha93kt1BYclAZvEfhpPXQjwHiI2qwRS4/bZ32uf9+br1s4Hxf/NYGj51tlbyYgeZpbH+PnI2EyC/6v+h/1tfmvRjgaHWdFgk83zCYe7PO7Eh3DYxPmUDaDCF5s/TkQSC635HOyjcaoy4tVhlq/PJZiQYeJEQLapkT1kbb3WGNlcCgZfMTtxB8QZvSxqlVe7tu4MlKQLy9ZP9toMMxnjBUuz2meID6807076p2/buT91LkCf554vU2XSMXcJrqVKRwTgTvuswDQwXWawKUzioykSJxILkiUwEkhgT8hzQZJBsa7ZNvU6Js1Bh97fFBnFJmswBX5ji2ivc8dTrKVsT1mBwLzIIIbTuI44r0jdAFczrPPN5UtDNRHhiyNT/N/Gsj2Jy2E4bBLAN/dlapjplmEI9cHPiXz7vqF13zr0cFuVV6e5gep6FySDZygbhbY++WLBTEtddk7Q6KETXIkgGhWauDVHPgUcdPNJLivknxdxBkZHidk3ARRHsSIBsrQKKj65Mv2RQivZ/rczqNnczJF9FJYhICLs6SvLa+2WLXCZvVGnNl/9iVmLy1vzDicyylzQp61r1FpvtQr/1O/ZocC5D9pWJUJw9X6ZpbMDP2mxmQ/eX7mwgLfN8wv5RQwPeZ7toNhgJ91y6cOb5BHFCAQAAmELd9fF7h5R64pqPE1ca+dGobMcN5wmLXq27OkunMtcHYABU1Oscl3veq1OdIa5Nr0LIhKdIY1ud8rSFGLxgHvwufa55edSoase7LcR5vdrAzvQwfKtLgQHsmOnWk9fZpOxX7oTikPPV03j2sDoAWP1p8rJBXqfuIVy+VYb/GNvxwxgAAFS3CByizFbxy+zsL9nq5hcfUBa1DChUFoqXDx6uegmVHCgaVTrzt0Pm5iq5snc4sA6Z5xPsSVtQUa9Lv1TtdQsLWpWrFJO3sKfOueMeXPRT6YTu1IPFeZ4whcc9Hpq8blHJgExluT4ZiiMYD927nq7xr5OhDfHy/atbgpJZi05+Xg2yUDTi54cD61AwxQgPiQXnh1gujJKeHVJjgIuK5nRMDELo5Zj+UHpf4/W4UYHlrxQKjtq0b+KKvh7I6vV/npgP+SmrSgZkKivlj0CUCE98qVZgAACgUOk/bpIr9cS1aV6meTaaBFQ2mf6x8Hq+aFHFe8pGrQGsqe/WzCORckLzObE/mp38a1rs1++F4tl7AIQavCZZGjmnR1zlloK55oU28vuxLyhJEXn6ieDrKaKlGsgbVdr+b//S24xVK003AnQqZ2W5A5scyS+sR0b7lO0ag2XQosd15CMapl57ehUAiBxvRwixswVWpWjW9F209XV19o8E0+6LGBMmwt7vjcojSv15wnbBbHV6w4kiLBSKP+d3//V/tscGSFQxBOb7QmNHwqmAinU8EZ5waBoa8b6LNvOn3cRokE4htBEq1Fiu+eR3cx2iFY+xAYAKkSm8KCtKb4MQtqM/OeHkzlaL8KoEuw7FWV+nqqZJc9Zm69V2WkbYaXrb9IUQQmhj0lyfXSWVONMlROhaWFTCM5eg5zDxf+7yqINrehtI2D8pHDKeV/MfgZEanvaP58xncbTARRHryB1CXQvYw/76zvfkLXrC5ePRXbCQiHaGcs7iMv6wYCITXw2Msm/qKXppxkuda9K6IxJ+CdfGTdXtQ4HSbgdcGzNUsiflWax7raZMxEwZZWnsAgmvVeNaFOP+t71WemDwNjoOE15C45K0UPV7wV5e6bq1cE3reLhNs985XZchEWV3sIw/KlIzQ0faCF8mWA5GF0YcX0y8kEbxTGRioO3T26Vul6Znh7Sd2fsUUYqevXFpeK5UMrc/CMrS2AXg+uy1y8NFUlSV3cF9A6QfXbtEvd3coe8ce+EOwvXgj9eHx8ddn/Vn4xqlYld0XYYklN3BMv6woINUn1KOYXXKDzUf64xfUsXP/OcBrs+SPd28KwbzkIpOO072/5zbYYfRZ0+2U8XvG2Vp7AKQXnzyQvxASW4H8PKov+C6+t8x3kbHU/SzhRf7lXbyYCK3Ezo06hfazZeG1Bx5rBJgx8/lxyhLwe7ougwJKLuDZZSxYyTCk6P3wiKvubHA6N9nJd0JUkYZZZRRRhnvFGV3sIwyyiijjDLKKOMPjbI7WEYZZZRRRhlllPGHxr66g4kF54eYxEtT96ZkyEQeUsTJes3eHIDaHpgV/+gVo7J7/7IgbC0427AqsSsrEUIIQSbiH71iVGoLE5tyhMas+EccBqGmSqhiW9g/HZCEXXSniCT3qxBIPxl1kJMRBsH14MjnLXKMczEHjAepS9/9a/tpiPakI9vFji1RXGH2374OPBIR/wihOar53R0QgfQj0qDTqg4pOl0Lyf0JsGBW/BShqT+1C/3Zifz3mlEPFN6aQiYi/h+vGDu0+1JRHuek6NmrBu1HKkVdp+uJcCQQXJ8lTVrt+wpFl2shJvgEj3XfEnft1v/ZtTvIrIVfic30KTpw02od2YcTWGIlZyJe9+g8vARA5tXLVwzkXJ60z0mxrJeoIscJi0kgK7StIk3Nr6LY+ErB/ulAESRehdfYjkmQmBj2RJe2UQikH5EnDc75GEKp15NfGuzjIToWefi9rlqWSceUej15saP/zjYj5N++Ueym0jyFeav2ddCRPidxQM4LZ4dm90gsOD9UENOxhZvdJ7/1xySWmTNzCdgL/dmR/HdBQQceu1JICfqTnX12UpF0/eRzztYTZ9txwreycLP35JWHgr7e1oKzTUH4Yk9vdhuu+AVT5XEJ8K1x126pfpfuYDLs/kx3ILgpi728Hqk04JK7yyiYm+7dQYoEJDb1AI5vacDwrS7dnqyE7YkuSSsErk0T6jYykEQIwcWRSyOLaSJbmzQ3yPRj6RzmcMVjatMVO868izbsMfbkZooDaF/vFAfn+hje0OyyqGcudVXphL15P9q2me+F/hwc+R8Q7FggpfWHP/tst6Kd6idccqmLpphHKLnk6pSQYDov2d3b4a5dse6uspLQs99rFIW5yd8t3uLMB9dnyY8VIqmK3x32yh08mONbAulsK3ujAG/NHYTJINkqOyl0IfPapPlYLiEpgjHvQE11n2dNNF/nTtuw59h1pQfUvt4pDog7kj80u0NB8snS9e/EzMvu4D5gZwIprT8Fs8+2KtqFfgongOVBUoLpP5g7GAtQ/XgdkNXhvQTxN3/kiYe0nm6pk/c4SN0RDFP96ZabJM6o6jKxGnA9OGLp1PbabD2q+jYT9Zh//SxkwlOk6WNt30Vbn6apxUR6lxm0sXB7UK3AANZ67rZ/1t3XiDXrh8ZnZ8d5JaNEeOIrnabbQlw0GzTKQ9nF0kR4YshkukBc0ClbegsT2sDI3YGOTqPtYh9+GMOp5dV/OvBDANTgxHgovrnq/6uxsQF3/Owdv0roW+TtA1fZPEvY8f6JFxDBWIDqxxsAaMDNg4TLT6eHXG27eklTXwFAZVN6Xy9FB26Y1J1Gm+2Ctq01kzAnr/bSDY4veEiiR9WkoZYQ2gh5BFuF0gpR0Np46BeO0NimKo1Ej1KOAYAp1F9OhBO8KvLGl95CKBH2fm/SdPXZLvbhx1uM33vZ1HOe7yyn2+rkhsvk6Xqs8hg5l80qz6s0vuAhbXplfbvtWzZ9ENZknYjwzQO+mBw4iRsHbH14PZYxHub5hKPPZBm8oG1rMd0I0CkUnx9zGFV11e22y9aWak4ipmiAsuB1MlCHmwm7a2qaIzGEUIoOjvR3dvXZBoyqRqWJf5GsQNWCkkQIsdkXezXaXpvtLN7UbiSn0mNKz43067R9F21Gdb2yjwrSOfuEEf93hnqsSfenvxZkUVv3EceEEo5BZnn0s0+GedFUUY+xokbnfi6eymq3HYFpQzhqcs8t+q/q62WgAifuhOIw8sChqVQSU2zasbxBKWaJmaaVKNk27h3LKExSsn1xIWxr+4V8Tpuaut6nUmAAp8IoseSxaxsr09NGwaAImT9kwncdprMWol+rVOUSfjLPJ+x6jeE8YTMbNMpDRSZFuB4Y7lPjRhvRr1V+kM7bll/1+sLY10ZVPdZuJa3tcl5mMyFbE+jm3Fre0AiarQCECIT2u2x6pQzIlPpBwu7yvxHoVr6s+GbuD/nFxM5mGNN9ZLDY0sIDWiocX50ewhVYVvf810yNik7HtMil8mLyF5AVE5kkOnCjzXYWr6/BqSU+aSOEEmHPJZ2+36JvrVf12AjiK0/gqSiTS5ZhMRLmS1KAoMQKFG+VgECe0f7rJlUt6/FsLY1f0jZhWaeqpP4UNrRw9glTOKgSmDsEdL5wai4C7iS1Sfv/ZtMrZUCu1Fsys14e3vhdhF4pZ/WVcPlpYQGiYu7g22Vd6djdZjHfYYfrHlMlwJoH784/+vnGeJCmucmbV8ZMtZrhRQYi9GrSfAQ7Rga5Chv71d7c0JWe5GLzzk4Zxqb2Siy7e6pBQ/fY//tyzPppepuMmxYaxme/aanJrJckZ4aaK9gN+5jfcfyUewUihGi/XYkdvTK7ybWyWGCotdLkWYcIRifOnRoJI7jpdxwG1enFmM2H9vYvfTGImDmypRLUfzayEIX0DIlXg1ZnCKICl5/9t9E4EqRh9DF5UgZOOEMJNiU2pnVH0gvRzYQvKlh7qQbzc4SLtmqJwuVCnxfm0lZaJ8MMjIbGBpQYpjDcjkDxNOQIxvyO5kqDm737Mxl0diiwVjKYhAhGPKZ6gLVY7wZmfx75Kcj1YnkjxQTJFiCrN44s0En68VVcVtnqfMrtYSowdKSy17OeQvDV5Lk+KswgFPXbNadYxdh8aD8sPzr0aJNXVIqJeB1qBUivmXGNkNcduHK7u1bnWowjtBWd/LwaU3Oz5QpVLSbJqN/eVtnFjhRMzv/QIatqJQNJuDzWfUzjmmcQQtEJc3XVMXIulW0P/YjsOiOcUHJrjjxaUWH08IJQ4gse8jxeXwHk758bmcvdXyj4cAkZbrMjbKZ2wDqdm4uukxjGrlwyK+6zp9zPocigiFgiFyVLFsn4Xsy+uBC0tX2CIKdx1S+3ilAwKNEC80co9qv9eI97hUEsEWHtQ7MbCNGzQx016Wz3MBm40lzEHYy4tVi11r2c3s+qJXwJKKAPXOpgXt53nJCBwybPisiwCnaTNzRCKlcIcQIpsTpYSJWoYBVEWOwo/miopdnkYf28jcDQ+5k20367Esi6qOUkQnDT/1U7cV8wSkxc/kKySs0MHTls8kQgSkUnB09RS3wKgskg2Yp1upaSrHXIdO4VWITJtyPDYiSc/XUhQQVo0UERa5WYQHgqwVljK60/wshbDgxTuODcIaTz21yN43LOdlcHxUdE1B18+6wrFXvpDhZYNUcE8KmztUbteiby0pNaGzsj4wweDFMaDKslphOIVeIGcKhJ/fl4ZjGAK9yXY/raSvNkZr0lOwarHmNDHd5LEARBDJrxBgBahwJck2czVVe3nLvhj2QmFbhIdVaD5iuB5FbMa2sfmknyykR8VRCcrgq1KkUH790JrkNmNThqaUpLrLD2kg3OE7hYq6S0Nq/lb7yWRiA7M7aW4lXBq+7lmL6Wo2dMmNJh6em2yOI5vyJugUJzAAzf6lLI5C39w9kb56MeY0UDbh4kCIIgevE6GTgyFEgVuKregRpQZ/Ss5s8TuccSIecJoHYtieU8L6xaTJJrY3oZR+3hIqVRgFri/v9ztRV0upbyzqItUbgcHDeYOz92+N8IVx71GCuE5AfpJd+PdvwQwLhZj5coXC60lLhnHfElIEoGyNYqWSe1DJPLVJcMyA7bH27CRerjC57olsigiFkiH8VLLqalYvbFhaCt7Q+EOU1Y1AWDUmj+W1HP2Yo63EwQBEEQZrwOyI4MzaTWxvSyBvNkOna0xJYZXA/euRekU8xqYNSiZGVVSh8Qik1ZarAKoycqOKyMYDd5YyFURSHECaSEOyhE1JLcwdTa2BlZZf/kBhRo8zLVKatoHppJojdeyyei+cfF5C8sqyV3Vx2Qv39u+EHuBoDckLENYClCCmNvR4YSdjBhyFlAUEUKLEIaggopYp7CZrIzd1Bo7hDS+W26g1KIhQuuqCUKkFPFO2FdaXhb7iDjI+T5S0Ec0GsEBVUAACAASURBVD6ikTd4jI+Qg2yv4KKrA8Oqu7MpYvNK5laaEUfKbz9UKu4NrgeGe5VyDGDNBhe7NbMVnfy8GjRavCGv9WwmlmuX7iCC9NMx+5lOwxc3b15UZiWWVzsjocH75Q4yYUpbwh3kj0jmA/bbPXMH05t9ymoAKhsNrgCdSvnthwStWoAs2HdEMXeQ9hGN4q/dAlWLSZLTcRZp7XVRFrnAetUShctBlVyOKdRX/MJJSsIUDkSZHK64dVz6YAssxvu77QgVZhBKLlNdMuxD59yv5Ednid5mUDMwNXf9o3MTUYSEB0XMEvObV6zkXbuDIra2HxDmNDHrKxiUfPLZ8NuPFYorv5slIqhS9MJPdoPWQFy/acuuhBXXh3SbMa07LDqshd3MG5rCKgTFJUIgJWMHBYhaijuYx0t5bX41aT4Caga8q/9j/Xh4UYQWxOQvxkuQnhk2tcoBwBp7XGy0T27I2N2nQ4axFxCteoz1mRsDJLuDOyRh7sN8gipWYBHSEFRIEfOUpD9CkOgOCuv823IHpQowV8U7Yl1JeJurg5WyTmo5rRQpOvCvR6+zrMH61I0W7xtOUbLD9oebCCG4OjXwqfnCSQVoOjfJrg9ySt6aI49WcKb5jDjYPTXD2Fo2CJ9+fO/RK26wWPzZ42fxLSbykLJ+oMheO8Qu47//If7JyHJemQjtxB2ES+6uhgbrVBTyqCG/9icPSzV4/9zBRMh5AutwLUIk6g6yLzE1A97MNRCMj5ADpd1P76U7GF8MPNtAzIqfGlAr5G3OJ0yQPJomUL7m5AUqhJyt6REsujqY3h4SEm9B1VuiKz2UBsNqLFOZ9TraRzSCw46Hc1dbs5EGCCG4Hrg3+xqyhVydcHUpxJJ1iq0O5gTNXScusTq4+474NyFCCK6NGSoq3lN1nCQDiQVnG1b1XqPa6n2DENoSHJRXM8KWWNDAIiXv1h0UtrX9gTCnhUR2LfMGJbiRTz7rQVIFKnrGsoeE4Hrg3uyrIHkUcGbTop2C4VtdimNW7xrkyqqEPqSXOUVtbW1OqJsJ3tAIVFHYOHECKeEOChK1FHcwHiRVIOcA5akTu9GpeB/XfEKJeYOsqgvIX9gEXq8/CyzGUSLip6zqWqzNubCVx6Jv/A4VplAZz59Sd/0wm/abJbuDOyThzK9DzgKC+sfX/0usQOFWiQmk6OpgKf0RhDR3UFjn35o7WGxEhN3Bd8W6UrA7dzDi1mKVrc4nm5Fg4EWimDvIur2gVm29MTE97b3t0H3qDnNds9f3rE1V1Qb3MgPTAUYKPbUYRyix7DZ/5AwmmRClqwMNg95oil9yLEh+gIFDmiv/jDAQ0r86lJVA7VqCsXlnpwwcwu2jXt+0d/yatfuL8TB35YYJU2fTYSUJr6VKlYkkY5vKlbvoG3/EfRoDJ5yhaCQQfMGIaFXErcUqW8g5hhdHUlj7WqkG75s7mAyQbe3WqVWYVwVvfDdeT9masAaDe5FBCKF1H3FcoaMWGbiX7mB4pCsdlbLutTQdJee2kkFnhwIoOu23p3y+qfHrg90D/x1mIBtZnNmDiAXJE5lwlmW3thq0OkObK4HAS4ZTI1ymOmWYQj1wc+JfPu+oXXfOzU03XFi1mCTh6pRViVX3uJcTCCEUu080NOioEMNGGig+sN68M+2bum3v/tS9BHNHSVanrEpM8bFA+CB86mytzIUDwvXgLz/+ko7+SdG+P7Xl1sURSs0MHZGldweY5xMOc3/2zMFedSRdEBtC0EUtJ9NBFBnOQsKDsiFiiYVaIV4yT2Gk2RcXwra2TxDktJdj+lrQcN6zkkiHtLJBdfmDMvO8gHyS8z90yDAFbr/tnfZ5f75u/Wxg/N9MMkC2VgHFR1emXzIoRfu/VubUPg+suDrIYIwXDiWmD+mhgckg2crGHgkP66ZQN/lDs/i/C6oQaJ4ogZRwBwWJmm/mSFjsySDZimEKzZ+nIwkE1/2OdsDdLWV1j+uCCwyyiPyFZbVIdV3wrKUQggmvtYp9Z+MsATCL/zCcvFawQSF9s1hchlKOuwoQVGhNtECRVokqJBvx1XzOs8ykA1LrTZ4IFDaTPNMWUuc870J47hDR+XzqiIcnhkz9fxNet97VZnGRERHZLH5LrMueSxsoPEFbBLtzB+GSu6sOgMom0z8WXs9PXreoZECmslyfDMVzVy++p79yJxSHiHk+wZ5RAhX1uuyLUa4sJnzXrmlswM/abGZD95fu4DqEEf+wRa04ZnLPx+PzbtNRACqbjD9MeX/OL5k4oQAAAEyh7vr4vUNKPXHNtwJzNWZTO3CRioz2Kds1BsugRY/ryEe5OXVj0lyf9fczVzvW669MBBf9lEWlADK1hfKvQvbVBAPYMdOtJ685/Z1ffEBZ1DKgUFkofyTsJVRyoGhU6czfDpmbq+TK3uHAq5XC2os3OH0Vp6xe/+eJ0EuRVk167wp+/mBpnjscW0x4ijS21SlPW4jBC+bB77zLTH4VG7zxjUOEEuEJh6ahEe+7aDN/2k2MBukUQhuhyb+ma7l+L8S7bpqvA6/nc4XPh/yUVSUDMpWV8nOOh0Z+NCrbccN5wqJX667O0qmMYhzGAACguiV7VjRM4QCrUjRr+i7a+ro6+0eCaY1iI40A1tR3a+YRrzts++srOCeROcivOlpk3NmRamjA+2wXzQYj4WaPenCamj6tyVeeCWsTBoDiA8vwg1Ve3YkF54cYGxOJENp6duvUEQzUqowDBEHYf/DyjseujellR8yTrxBC6PW4UYEBoOKeidmLjqSHb9PvOJ6e5reikxeOs6v1OWstGBQxS0R5ECs5nzQk2dcqZwKEq0K2tg1C3B4EOI29IAMDoKJe57jc816d6gxxbXp1JW9QNoXIJ6efQN6ePheMIBO+Q6hrAQAA1Kr1ne/JW/SEy7cqMO3D11NESzWQN6q0/d/+pbcZq1aabgTmbxXYFBvAUNOkOWuz9Wo7LSPpdw/xYS2gbs7QPI0LmK0ghAgkHpq4am6RAazRcNk15hfolyBRc8x8YUNU7DARnvhSrcAAAECh0n/cJFfqiWvTGeuDG5Of1+fWaQQhJv+kkKyWR42qdrzbQpzXqw3k7DrkMWo0Ovl5NchC0YifHw48XyhinhJlWIyE8/qSR1DiBYq2SlQh07f/AIDVnyYvG+R16h5WUUvqj3Bjed6F2NyxJajzdIpf/orH2ABAhdCLCpdzfpmdvXvV3CYDlY16h+tHwSHYCE1cNbfIAdasv3z9R38Elhbg/GshX2ifWTe85ulVAFBsH6kA5ZzFAthauKZ1PCy8Aq6MA4Tf1wVgcG3cVN0uGs+eQ2ptrKcyfXKNxbrXahK6sLCMMsTwTu6hPIBILDj7HMXvIdlLMJGJrwZGF9MRb0szXupck9YdeVvV/7EBE15C4xIPHf9dIuG1alyikRAFKLuDHMD14I/Xh8fHXZ/1ZyPMyjig+H25gwgxkYmBtk9vi1x9lkH80VDHaWcu4VWKnr1xaXhO+PW6jDKE8Ud3ByE99+MPN8cnrn32aTZAfP+Rmhk60kb4XmeWJqMLI44vil0xWMaeAdKPrl2i3m6u1HcNuD577fLwdrIjlt1BDlJz5LFKIBbvX8bBQW4L5vKof5spfA8s4Pos2dNdJAEdXJu+ZOjnKieMPntS5GqPMsooRG4ba2hUbEfyd45UkDyGAazpQn5w9v6CDlJ9SjmG1Sk/1HysM35JFbuXp4w9RIp+tiAcofj7BaQXn7zYnnqX3cEyyjg4SIQnR++FBVemYSzw09/3LwyujDLKKKOMPzDK7mAZZZRRRhlllFHGHxpld7CMMsooo4wyyijjD43duIOJiP/HK8YObWE4/9YTZ1tV+hJOQTAr/tErRmW3tFsi2bpGCM1RzYE8OgDpR6RBp1UdUnS6FpLiu3klxSKOrQVnG1aVu98Vrs+SJq32fYWi69p/fcX76l0iRS/8l+OrybcdzcdVp22rVhr5Es4BMhH/6BWjUjuyn6H3kIk8HHF0S64lEfH/3WFQF1ofpyP8lu9C/bYDcVrYI0D6yaiDnIyIjS+MB6lL3/0r8lsPFdqpJv9RwKz4KUJTf6qUfMTt9y1ZxAEAjC6MXvlqMn1sBdJzI+dOlLZQuB4c+bxFjonc1Cb+q9GvTDrDuaGfF4oc3dh64myrAlxgJ12La8Hhr7+bfild4yE95yZOtaj0FoIgLHpVyyn+vS2/d+ypDu/CHUyH8wud7oTrgWHCSj0WOfCYvelH4qXhRet690gsOD9UENOxhZvdJ7/1x8Q1sYRYigHSM8PWS1TmlNDWgrNNQfhiT292G4Ym7nG/endI0bPfnzx5bb6IQ7wv4KpTctuqlS2FL2GEEq/CawxCudD7/T2Juc1axC2C0xF+mfnql+3gnmKfTRXSj8iTBud80aviUOr15MWO/ju/5UNG2yfJ3wGYtfAricHvJeUjwX53QcjSsD8mtl3A9VlSf9IZTCLWh/7SpP+wEStpoanXk18a7OMhOhZ5+L2uWpZJqVe0KvqRU9emcdwLl3gZg8nAd93ELa+Pxb/G7R/I2LRYMDLZr+2XdOAaMuGfzzVVN1vvrKSrg8zKHWtzddO5n0s14PeCPdXhPU1Stw1sK4fMLuvaZ8BnLnVV8dvg9xrJJVdniQvo3zpg9J/EUQ0ZLD5P7xN2nJ5IFDB8q0s3IpQCa/+wzVokWYR4pjheB/cU+2eqcG2aULeRgdK3QMEVj6lNV+SY9m8Ae6PJvx0kw+7PdNtQm2LyeRf2W7wN7wqp6PSXR9syN5XGnweeRSHjI+SlLBQujlwaWUw7VWuT5gaZfmyteFVMiNI11J+7+7q0J8as+v7JufZl1WNs7MhcCgjXxk2HDdRiKQ+HTdrBSRDHfhrzDtRwc/GVIRlld3DXKJl/fe8hIR/R20YsSGZe794B9tgdTF+vL5wRdf/w9tzBgg7uKfbLVGEySLbKTkq7cxvGvAM11X2eIvnHDjr+UO4gm1ZEsR21EZXPO7Lf4m14R0gGyNZDHXnXL0txB3lYmzQfK+VgJcPubkXxjH9iiE1Zaj/i2PUbr6WpOp2ZQwxw0+84DEA6XScXG5PmSsDJe1mGVOzeHaxqt33LJk7BmqwTEQahjZDnKtGjrtOwlgCZ8PiArvuC5bSyXm20EcRXnqUt1pLVtquXNPUVAFQ2Ce7sMM8n7HqN4TxhMxs0ykO5OSYRnhgymS4QF3TKlmwSqsKKxoNPfyEtn7TUvddz2aGrr8COkcEUm8vvrIXo1ypVpmy+V+b5hKPPZBm8oG1rMd0QSG7ILHvJXo2212Y7ize1G8mpMAMR7XfZ9EoZkCn1g4Td5X+Tex6+mBw4iRsHbH14PaalwuulxbKx4CFtemV9vkjjCx6S6FE1aaglhN74XYReKWerJP5yncp9hRBK0cGR/s6uPtuAUdWoNFHBOEMHbpjUnUab7YK2rTWd2WYj5LlK6Fvk7QNX2fRB2PHM+nxhCVBE4BzE7hMNVbwUQCXliRJhzyWdvt+ib61X9dgI4ivPYun4B7geGO5T40Yb0a9VfpBJ5FXKHYQr045OBahoNN2aX5z+Tv8eADU4MR6Kb64+uIJXtg2M3xvPiTEaoCx4nQzU4eb0mC5RuBwIyCqD+PyYw6iqq263Xba2VHOS4G2EPN9ZTrfVyQ2XydP1WOUxci6FEmHv9yZNV5/tYh9+vMX4vTcdlLNE4XJw/AxhapWzCaCIO2EGinSZtb7K40aLSVkNAACKE8TEc4anKogzEXKtkt/Bh4+nHZ0KACrwP90JbcDVB9eMxxT40HQ2XRiMPPxGV515AMVDdwi8SuW4v5oQUi2uO/jGf71PpcAAToVRYslj1zZWZl5jBM2QiUwSHbjRZjuL19cUTFfrPuJYLueSqMwziHqMFTU69/P9mhPiAtZ6d/7BMDt8Cm36tnCB4WNWp4dwBQYqcOJOKA4j/mumRkWnYzrvDnJRkoT0zLAJx40DxAWdsnXQE06IjxFTyhJhfOEnh1Fdh6lt5PkWOZbLJBZf8JDW0y118h4HqTuCYWoyGC8sDa5Of6OtzxhUKh4aJ/AjqktT6RSIeVULCW0iwqBYgOrH64CsDu8liL/56S1xkr9r131ksNjSc4KAOyjRfvnzVD5dF7rggmYrpuGFbRDh1cIyJeqVsAXlAcZ8lxryklii7bqDkFke/eyT4WJh8QihrTnyaIXsw4tXhz7Xa07qLde8Uu90hDHvQA0vl9pW1HO2QqZ3F7uWMRFyngCC+bvhM5e6CoATztBLkdGB8VChY8ApQZRbxIa7kOfvPxn72qiqx9qtpLVdzssKCJnwFGn6WNt30danaWoxkWyGWAENLDnEXB2G8dAvJKFXyjtKuFXi2L07KKs3jizQSfrxVVxW2ep8ChFCzBzZUpl+MUoGyNZatesZRBuBofdBeoxZpms0jgRpGH1MnpSBE85QnvbQs0MdNelXBJgMXGnOJAKP+R3HT7lXIEKI9tuV2NErs5tQpKLUuqe3ElQ2W8fnZ8dv/PSYjv1qP97jXmHSrxdY+9DsBkJRv11zip05Nh/aD8uPDj3iL0FE/fa2yi62Upic/6FDVtXKblqJrA6mAkNH2Oz18NXkuT4qzEgQC2SCZIuASNnPswbMXR3kfQVXbnfX6lyLcYS2opOfV2NqMjjv1lZjWncEIbjkUoNmwhdF2TGq/2xkIQrpGRKvBq3OEBQsISYscA62guRRUGf0rHLEVVyeMBkkW7FO11ISJWeGmitkOneJhBwsIm4tVq11L6d3zGsJXwJKWh2M3ScaZGwtcNHVgcnZN2a44j51yr0C8ySct5ywROHyQllxu8MZuBQT8TrUCsAuTcGIx1QPsBbr3cDszyM/Bd/E/I7mSkOa6ZJBZ4cCSyedW6JwOWganIwkID0/ZmnDQL1hLAyFu8xaX0WT9W6ESdGh2xZlFVAYxyKMaEe46pfXwc2H9sMyWSe1nB7iTwjfOn+4Qq4OOWi+EkhChBILzh6r9w1Cy8KqxVsd5FbE0VtBM0zNDB05bPJEIEpFJwdP5U1XW3Pk0YoKoycTwCQuc+Hn9xyF1gpk6q/vRxLMyvi5Bll63UJ4+Gi/XZlOVI/gpv+rduJ+QZiFGEmmIu7TGHbaHUkh+MylltcS0wkkNkYlLREhFAuSHZmKEpH7X6tlGLs2A9c9pkqANQ/enX/0843xIP1asDS46OrAKpqHZpIIoa0nTpzwxqBI1WIUl6c2IiQffzTU0mzysFSxERh6X2T1VJr9cixCgK75Y13CbAs1nN8GMV4VLFOSXglPZHmIB0kVqDjrifJftKW7g/EFD3ker68A8vfPjRQ7ogGXXGqQaWfE61ArsGZHsUj6HN54LUfzsgkXTCiFoH1EIxDehViicDkAjYSPFh+dAsdAIp+LFZjP8+uQO8MyL+87TsjAYZNnBcZ+tTc3dKVfU2Pzzk4Z9gEZjAlooJQh5rE615DF3Kpi2LvNYp5XxBFZmMIzLjzjI+TpQeLN2ZzPOVgb08sazJNrBXWteowNdXgvQRAEMWjGGwBoHQrERCrKK3wr6jlbUYebCYIgCMKM1wHZkaGZVNRjrGjAzYMEQRBEL14nA0eGAqm8xnA0Dy5SGkWa2UXcQRi+1aWQyVv6h3NXz5cUi7hIeVzJ3yzOfZUIOU8AtWuJp9kpOnjvTnAdMqvBUUtTiXlasAQRgeewFfWcreCOYEl5phWg07WU3N7eN1wP3rkXpFPMamDUohRyAcW2kGJB8gNM1kUtJ+Ey1SljdxM2l6nPPmNJR9SJEZMVv/i8ycw7UJOms7znX47pazklM2FKh6UdKX6lsSlLDSbTj60Jd1mwxlr92Evxjoj9jRBKLlNdMvD+UGADxaYs7d8E8lcCUmuevmrQaPG+QZsP7aqv/JtQVLVKu4MiZsgmrZe/f274gcC54KjHWMEXvKjMOaO2nQzu24YUAhQZPrhMdcpYF+qN1/KJULpqUZKEdPDOnSANE6vBUUtTRUa8QmNU2hLzK0LojdfSmPYh8shNrDS44jEdBjUD3tjWpv8rlf3hZpGHJVGcIOfQa2NnZJX9kxtQqNlcSLTf3OdCdM2FRLMVcwcFeVW8zNJ6JWJB+c1e9RjrBMhqW6uDkF7y/WjHDwHsgyKh4Wwzs8a4MdlfCTjTdxHEpiw16vz1yzCFg4o8H5GPeJBUAZB5l+A1+KmztRKk10RFqVvY6+A1QJBbxAosnBcE+LzC+HNo7IyMo7QwTGkwrJaYjudroMQh5tYiwa0qiv13Bzcf2g/LKgxja3Ar6jlbUf35ZHRLSrvzP8zWlfLbDwmFmAhXlFfOht9+rDCeI+W3Hyoao8PXdZR5NdFSYUY8dvD/Z+/9ftq40v/x8wfMjS+5QEKyLPkiEooQF0RRBRdEiSwBamRZNJE/Jmpko2xkkwi7QThUiU0UT9QsVhuy7Vrb+JMUk2bEbkw3bhc3gbyFt8XbmA9YqVNw3tDgBBMofAfWhjHnfC9mjOenPeZXktavK2w858fz6zxzznOeJ0NG79o0agDKay2+KJmRQZYduoNkGK8VbFwhSP4S6DnfYvnk3r0rmgLrtFgLUgRnkYfexthiVkF6ZiM/DloCLyFaCFqr5VxbY6g6/W2PxWjB++653i/GHaQX4Iom75OnnvZO/HwNqHWMhn0fXhGh/E7dQfojvSfE/T0VxpWALYEs0RLpVGEOLIpPWbTHbbuDCK0M29WKA47/WQhdOy1a6H3tR7xGUWb5569j7tPZdDziolXYHRRXQ8QcgzYqAcBq2328mIQEoQd53EE2zVlc29MQWzkGUIp96PWI/TA40B1a+B/n6X6xsCxpIwlXpgNuS8s5/F6fS1POWnL4PJKhifyOmI/07iPXuEm3Rh9KHrQEno7hF7zT6Xw/lmPixG0OT/V20x0UM9dsCslUW6nGxexqnjYLy5WkBonQoYA7mBzBTXoBDPjIEusJOO83KfJ5kJsxzxG+MsrxOOF6xH1I+M4mVHbBg+kwXpkndpDZht8Vd5BtW7brDqJZQq/EjP/3/pbnQCMnBjwJXCmCxe+MO4gyZOSzBqxSa+0w6c5lg3sKj3sz5jnC9v23+qLPgCyBrThTSP78ePw1FO+I1zi9ec4Kd4XL0ceTr2OeI4xrQiNDRn8YX8pZBNqFP+AYzb4ckWG8lglWlXIHUzPR56uImo8Q3TqVssn7bLMwWXZjd5A5gcpSJvKf+601Nc7RFShnnRZr4afhv4oTPMcr3u7gZiF6IoQQ/C3i1mIqrfXSGV3r7UmR4EIRwMT9VtVRZ2gRSrqA0osEfBmwHATvva879WUsHfM2VSjeq2twZnm6q+4gjHsbsZPe6TT/9/S+Mus2HBXGlUDTEyH5ncJfvI2Vzb74pviURXs85ZtZ36Y7yAQtaPT6j7a4z0V62nsSw+q0OhvzAzjrFxWtwmImroZLcPV5dCaF0skI4dRV8pNpFdgdZNOcxbU3vTsoIbEoGwCjel9v+JN4kL6UkdxI+NtUNVdDKxkBH/k8kqWJ/IGl494TDPG5xi1fa3T+s6PHdX8amIN5fyzHxIkb+Rcxjxbkzr921R0UMdcsyFXbvLuDfMscvifVZmG5ktIgHh12Y3cw9wjvUIiLtVHHgbLc9lWC0G9Fj+QDGelpFNn0Krw7SAdcVUjcLM6Gcu2SO8iyLdt1B+Ev3sYDTd7or4QJo7fwaVBhXKk41PNknS+B409lsfjdcgep5/ct527zD7BljJtmturDm2OvKJQhI59pmNPVtSlviwIc1PcMhsJjoaE7zrZPhhJpiY54jdNhf5hK3/MgNBYOfdfn/Kh76FdqI+ZtVgFVS8+D0XB4dKjvalv3vziJi+DCqFODqdv9c2mE6LfwGiaNhZQ7mBhoZQIfl0OOuiOep5uFybJDd5DeAMNUuu57wz+EQ4M9pov+n+4ZsfIGz1OKH4AoLtYiLSSWxQnOAox7G9nndBL03Ij7u8xX/PE1hCA18w/LqTv8baiNKX/X+S7/1AYTRdvNvbaSSfrPYqDZE1vLxkkU4w5ychDQx6O0QRdQHs35jWrQ6I2vz0ejryi57uBWXPNazHMiG/bK+31madRVh9VY/DMUQggth/FjKhMxQ/FeZOFGzNNU7xpdSktMmTfgtZjHUO98vJTP6Wf/zZsgygoPYK/BfPItBixlWG4fN+kXFy3OAF4FzJWg5lJwnokoAuUdweWMuBqiWaL1cnAxgxBMh5wVPE8O/uJtLOfEAkrSnKb0RO9hhcjmwS6isAGUklh6RjNEixpIXsaUMpJzfqMaNHhiFORGDiEk5FFBy5briI7coA1vNj6PZ9zytZZZDLSXgcP2kdco/4+liJb0G7HyRu+z9WQs+nJJzOakNmKeRgxTGT4fS6YRXI64j+eGzYFM/WVH7wjNNRt51FZcwnljWBexqynJNgvLlcRCxqdDOu49sc3YQbgc+/6b72PLzP3C8J+b2h7MM9eD7F0i1xrWpn2tKiZ0Fa6Fuivp2EHJ3yOE6FOyxpwR3iJ3tPcwc9a8FvdfMXf54yIXWei8gwca8MfJrbyDycd4wwFW3kEp7shxB0Vti1SDEu4gEyEAN2KexgOdwcUMXHrsrKtQW/xzFGS21VVmYiYllMC0LBa/Je4gk29WUW3+fHgqHiGcWgVQaJ1EJD5Fp/2sNt8cjqdWhu1qbCvvuLLWcLH//yWn6Qyi75lvPpya+Ylw6BRApXUQkQX2ZCGVeIjrKgF9y9Lc8p6ywYz7wvRdOfqOGDtbunhHj/uYxr8aidPrQjox7DZUlwEAgPJ49p4mpBKP6GtcAKgbtu5IskG9GO75sKZG3+m6YrdYmdTnqfjwLXuDAmC1lhu+AGf8yW+smuN6yyXcYdaZbk2SK/ECZJkg/ytB0tHRR1vfx1/Fh2/ZG5QAqzff6PuG869V9uyYy1BwIYRrlUBVqzXZv+i111coNR390RfTucHEZiKEQ6sCLSz2eQAAIABJREFUCp2DiCxAQQvZufMJzsbmM2+TivWSJ0rPTXLskzpFAz62xMRT5xLSq2r1l/qjy5D8N16nrsP/TaLMUrBDBQBvdwcujeINaqCs1Rq7vvhrRz2m1tj6xyJDWXH6fnLy+y3Rigtz4q8/6Tl2kbltsDJsP5ZNRsAW5vgqswEDAFbXeX/6VVySVqyWE4QeYBWqekPnFVdna0vXQIzMILQaH/mK+X3f4+x40olht6GmVt95xWU/14YPxpid0XQi9KVVc1hjvoS7LtudXvpqntiU70bJDKLmQh6bpqrR7HC5Lnc5/zaaoCB3IuyRj0+yxY8zwS1/aXHE3px7bRXBchhvzd0yERWtsTCXknQCEfq+qvtG+3tV2vP4nTG2mLHUcG7Qqj2ub3Pgl8w6i2eSd4E9Pe09ibFD38RpvjWbgFnB8k52HfIM4H+l2IcQQnB15OPq3JkDG1tploVGMrUUut6gVChrtUb7jb/aNZiykXXrkMsjOZaNWUXKVXUtna4rnUZT1wBj3Eb6HFoFUGgdfSPxVMHW1n7E378ezm3ViP1YkmhJSEeOgvI62z+mU1DC5qQTw9d1KgwAAFRa8+k6pcaM3xlb4M9Jjv6OhB6xNIJvrsUyIYirrZSE81RMzK6KtilzYRVfyPjYnPY2YaxdPZiMfDNwr9dcDYBC6/iKuJ9dFoVPPr9/5jAGKrXWbhzHe26HGF4vDVlVGBDeVkYIUa/GPDaD9VOf71Or6RrDsjy/p0+KRTLCZBYD5xVMANXSGN6gqPtkjBTdKIRU8gnBq0pCPGFFHoty58fZKaFjwIWkbRFtMBgaFtr5WUKvBBUH6gwXXK4OY4tjIMa6HW+ordFfcLnslrbrfvp7EQksyOJVlmxPLUlaDLnhMntesxgmH17t/uccBRFCkJwdD31tr2vzJ3c/Gdi+dbQreLdGKwOZxWCnmnk1lAMqOfxp9yD9WpwhZydCxMU6oz/J+1U65DS8qVyGReKtzYspH5vPvMbetzlZF1wcsqmP525d5KN5ZjHQXt6Yzb77liI97e10C7ZG9h1/qASHfzDA+aCtlrn0vWtYDjlt8tJ/buv38GXAcrhRTrb5vcMu2PM3k/x8J9hrd3At2nu8Dv8h++aaIaf9+CeP9qB41L51tCt4t0YrD/DlcJfhXGBO1iQyE72Hm/BwNhACrkwPuD/hJfODy5N3bvS/+eJ78vAOu4MZMvbt7f7vhn0fn3vbU/lTyeHupnMPmJxEeWieGu9tPut9W4UHkk+/uX1vaPjOR+cG5CnMnqLkDv6eAZMPu5o6A/ly+BWFDDl591r/U9lV0Yr9PUxNft7ccjuWp97xPqDkDu4BYCpG2DRqgFVpTrYYTTbuRu672NGu4N0arVxActzT2lm4uBBCCJExolOjxLAqzUnDaZP1OiHI7wDJmWcvi8iZ9CaRO9+5MRh557z6VMyjw0D5u1HoEy5PetrbiDiVh+ZwceyapUskzuZtQSbmOYoBrO7ykNxUvXsH1ql07zfyz5VKeHeQISdvtbZtVZzbGeDK82fFuJZF/h6u/PvaqStvWC92wZ7njnF7ByOCYIa3FHt+WFzCHwvUi5GvRxPviPSX8G4inRgZfJyQOkqCa9Fv/y4snFNCCX9cQCrxP18/fgt2ogtgJToYECthVcJ+oOQOllBCCSWUUEIJJfyh8btzB6kXP4Rf7F2isRJKKKGEEkoooYTfGd6IOwipxKOe1vN4nxe3nOsZfiHMFyzxg3Ri+NNWy7W+vmuW1k+Ht8IL6PRdDGraAnMw9bT/2p2xpPz4A0glI4M3rRrjwJ4EflLzkcGbVk3bLgVrp5ORb25am437dXFhc9rbhFXwU7PuK9LJyABuOGLY2ZT3fSJ0WmB2buQ3287vGW+BlBYCnauZl1674L+2DUmz8y6J0zvA1gLYLWpnyMlbFuOHWlVVi+/Zm7x1mxeQHPdYTEbtQVWLb1r+vf6C8i9nDaXmIwRuqD5TzDr7xnVhd5a2XcGbcAc3Yt7mWjpbPVwMWCpavFNrMn4AN6ZuN1fQKVszi4H2iubbUxsQIbgR9ZzBB8fCNJ4t0Nlblh51NV8ZTuYXi/TrxCKFUC7ws6h7QNRi4nUeGYLU61evKcgK1t7Z3b2t7phA1/27xwrJiX7nNeIN3tPcpSnv00RygpEho/eczoFt3ZLbkp8dtvNHwZuX0oKAy9F+3En8nL1stWV/hP/afh8yzM7bKU5sgWd9WwRbWfR8i7BL1N585m06hofnp+91nLr5RLo8iBDihN0bpKe9J1X42Nr0vbZTX0S49ULyDaOA/MtZQ7e3zr5pXci3tO23PO+FO5heiH5363JLren+S5H/0pUhsqnk4XOfTlWD/7hW+Ae/hRy1W1XA4axPB47i4WWEfgs5WuyDU4Kk55nFoP0QkzheHDBxv9U0IFbISA42Ev6PTHm8Ezjrb7VyyoDuyB3kdvcOpzXZLt6ZKRcSDJngyE8Jv0Nw7c9uNbq7ZmcfsWOB3xN6vjWAsz5dkUUmtp7cP0sCn/t0FeK1hnc6DDnC/E4J/BYklrb9l+fddAch+b8hwm1pOKLt/MugIG9IFmvR3kZWLRcyjNcCdqUBqR+sT/QeVrDKl4dxpeJw70Rm3m9SAAAAVnXCQSfTz7U06jhwmKm2JDLacY/hoERdy4KgU5MLi6xvtb486Tmt4lWF376YCrp7Z3yj3cO7MeVCgiETfPkp4fcGgf3ZlUZ31+zsI3Ys8HtCz7cJ26g5htC+WxKpkq27MIw/ljv4RuR5V9xBZjuwrr4V73scL3BL/FXAXMn39hTnWVU7JX7w7BuzAnDdQaAwBxYhORsZ8Xsu6avLADho8IyzPMKFoLVKYfKL+YMrUcKhr1KAKr0d7/FFfmPcwePdt+jKSNixLjorMlyO9nfq9FYX3mXUfMAUilmLEl36KqCo0nfg+NcRfv0cuBYluvQ1ANTo7VdxX4RkxFTnunXNUF0GQHld18NsOqN0YrjXZruMXzZpGjr6RRNkCLtLEHpQcdz1BV0DCqtzZo/F6VK/Fxx4l1GjtfVPkBCm4t97HH9qqHqv/YbbVF2GHfXEMmKTSk0F3FZtlfq464azQZ0rppSaDnrwdm1dNrhB2AVC8OVI9ym9tdvVqa/GRLXxt0hfp1aFAT2RQOnZYI+xthwo8TC1Gg/ews0NSiHlEV0cz2ywXMJddotBczCnM0KircaDf3OcbapSWm54zlZj5Uc9T/mCyJ5IajrocZk11XwawuSTv5jUAJTp//wwvopS8Ye4vkLr/pEujejutDmuXjY2NTB1xqjkCN6st7pcF/TVB/TELJdT/aORf3nw89qqrViWdCJ4zWTucpgbq7XtLhz/NDizKSJgPPl5kox/z2mHmgt5OgzGDpfrgr7uuNVDl6eTmJEAcOHfbv1BAI7Y/E9nIrfM1QpQpscfxlMw+ZPbUK7BR8UnK0phGdIrpUQCmYHJR93NLVbXlU79IYyxg+lE6EubobXTdaVTf6zB+mUokT2Fjw10tbR2urqt2lqNjYgtTXGldM9RiIyuoVCAq3f4/e9u4e26KgOR4NufX+PBrX/BVPx7D27WKJtFzAX1a7DbbL78sVlTq7V24/gXwdmteBWZZoduf0ucBDKcg0yOr04HPrNqq7HjTo/zuBIAgB02ebN2WERWNwUW6Yufxnkjz4JjfPIMVWjPIZUY9dhOGzuvuDoNdQ02T2hOWNJXZC4PrupUGMAaLz6ITPo7a7F6c28wnqLI6F2brsXqcl02NjUy1fnEbNejpxP9HRolBsBBgzeaQmxqb+TjbD5V2iQjX7vMGgVQaswOHP86Qm6IjQchuBwbcLQYO1yudm11k414usgXiTzWw3m2oUrZ7vaYDmOYzvM0ntekiykmGfG5zBoFUGjMVxkuiErm4whfrn58lpN/CXMh6epBKvGox/ShxeFiVomt3xS22DMpnmkVMdHRX/KsUFuDICf6bXq9tRu/bNI00jUVt7e0FSXPMDX9T6euEoAKzcXBycm/22pVteabQanCg4WwI3cwux14TH/51rfRAmF6WcwSeiXf2+PwWOIHYz494LuDHN+Z+nXo4jEMO8UqhpOKebQiBbzZHfF2B6s/GphegeSER68Gjd44pAurq43+OYQ2Zn0toBIPpyFCBTereLJLf6y1DsRIuPKz55QCnPDG0wjBtYj72BnaYSUjPRrsyM1J0SphvO4ShB4oqq0D0+QG+fMtvaK80fsLRAit/afnWLt/nmLKQWLHeydXEcosBzvKQXm9c2hqcujutz+T86KTglTM08A0m2Hqc6s7g4sUFfM0bPUu1kUm2nuYruQNX49c7JR4OZMoJE899TSUi1AekZO9zdnC4XAjerOeGYME0WAyaKsGWIPzUXTyu4FvY0LXBLImwp4sl4Yw7mtWAqbgXnra2+4M/YbQSqTHcMb/AiK67LrySO/4emai9/AhWzAJUWZl5OoZmj4cTq3FPM1ZMYAbMU8j1uKb3UAbE731ZcyLiriA8eSH3c5KpKepvJWePl3JvqLRE93IMyMBHdbC12rAAZP/BUTrM75TWa2h5v0XzvhfQNHJIiSg8G9ypVdsjgKZWYn2NpbbgssQwZXhi2cGEgiuRdz15RY/fdKwEfM2q7BGT2wDwvkHbZUm30yKKX6N6Tyx/3KkdD9QkIwCvdt46mkoz6oA1/5Q7H/R7Baai7WY5wNM55uFtDrQXbMh0+ywxElUhnNTlMdxtgpTr350n1CAQ7bgPJSUVQFloPRiv8XW/EPl0XPtPz31Na0MfdamvC0K7ANPjB1xJ2V703P+djWoaQv876uA8xwRp6tp+41qzOhPMoe29Xh4Jcc1tu1SnHD/+Iqi5oIX60F518gq5CqvFGcLLwTc3UHR8VDzAVuloX+Gggi9HrEfxo56YhkeYaU4guBy0FYOsPqrj6bGv7s7FB11S5t0ScWU3B3kSabQVrPlX5ZJzCI13ttQnz0DXI32vs+yk3IstgwTLblCbSGT9J/FsLP+ZAbB5z6dshIfS4uKR4GlbRvyDKk5v0WtULc9ePUqcOHcjpKN78gdpCKfa6oqtc6/R4q4w7sQtFbxvT2Oxybxg9nvrGV8d7DMGlxht706Yi+nxYj5UYIwShTPRuLuoNBZgcuxh49jZIZaiA46NDlx3I47yHxkKfZC0FpTpe/AcRzHr9r1NQCwyo2zIeIOZj/mNHBzJXihrEpvx3Ecx3G7vgooDvdOZIQHDbImRQdxVlmDC6zvxbugEvdbVQplQ1e/ZJCANIWlvl8MmBU19pFFwZSliMZuUwLsCYrTEDH1l0GtI/QbWn/So/00sg7RStBaVqO3X8VxHMc79FUKcLg3Ss36W6uA8v2L/T/lispwaMjmO/03HRRbUMCk5WcxYFawJAHOEAYVYzElZyTARtTTWKFoIebgxhzRqgCKQz1P1uEMcfpycGVTfLIZJKCwbOkVmyPky8xGwt+mAuqGi3ez9uRVwFzJ0lAqQZgwUI+Hk3Hvia0wYnHm7g/yk1HkgI8t6nnsj5S5mCX0Smbi4vyVaXZY30MxGc5BJsd5S9eo4wBWZg2uSMuqgDLSx3xbbC0wVPYYMouB8wpWazBBGDCMWaRR/rkgBOcCbTXgYJ3u46Hs1l2GjD1+GFuG1EJs0FGXEzMpmyZUfBG9Lmoh4FJMbDzwF2/jAZ3veb43hDzWgytRAvVkQ0oxV+S6gyK2mkVJWSaR4cti4LyCcbu5vci12DJMtCSXc4Bk7OHDGAnTC7FBR12ZmI7LWdrYkC/P1HzApgaVtborQZmbchLY8WExXImP9OGm9xtMeN/ItOA+hxC7HTvIaXyW0NcI3EGpeAt57iDKkNPf9liMFrzvnuv9XXYHM5Geg/LizGS5g6uRnqOi0QYC4ytvUglCD9RG/xzre6kuMmT0rk2jBqC81uKTSCtfnDvIH/PWGCSJtlvuIEJrP+I1ijLLP38dc5/2PttEKBPpOSi2VkFyot/WqAQAq2330ec7ku4gXI+4D4GDlsBLiBaC1mq1fXhFkheS8kOPlDV91v66fHcQbcwRrQrspPfpfzwfXsA76sGB7tGnfR9eHF6RniyfwvKlV3yOApmBy1H6oA2rt/gmSMEJQHbu0TBeK3hBZ1N+ltArs5mn9jSQKB8ZkYje7dAdJCM9GlDWHljMoJWgteywfeQ1dzzFu4OiMpyDTI6LzAUz+hPSsrodd7DAUAVmhN2a8DQpr/TCGV8zhqnbHmwFGkHyl0DP+RbLJ/fuXdHsujsoQ5V4FBMZDxXGlcIDAWGPEtaDbzGkTbqkYs7ujjsoyyQisXZyv5FtseWY6MLuIIIr0wG3peUcfq/PpRE9AZCxtHFQjDzTJ1pqW7Yy9TYN4G5dJaHz9nXoNCc7b36Td7OQ3nPaGuIsoVcdcIwKbhYLf/BbyFGbm3+C0NP7N5y2f/E2nWIlENqF3UGYuN+qOuoMLUKeOO6KO7j51HOkrMwSWMwZnZ8fj78WcapluYP04Xh7LhATLkcfTy5BgSmRNykY9zbSCZly30t08d+Z6PNVRM1HiG6dSimRJKw4d3Az5jkCWNZtawySRNs9d5BJRlWn1dmIuQ2E6MHQZoJGhoz+ML60/Dw6k0LpZIRw6iqZpFmS7iBC8LeIW4uptNZLZ3SttyfJjDQvJOWHfi9kqQwZxmvBIXdkvZjdQYTgYsBSVvaetvmUJ5qe9jZhFe/V6pyh36Qnm+GbQtnSKz7HFE9mYqvPf36e2qSSTwjnByrspHcqRhhU4EB3KJuuggrjSqDpibyOe08ARSvNmly/b+KyUR4yIsESvmN3EEEy7G5QqrTnL5lOtnrHBa/f23AHV0VkOAeZHOfOBf7ibTzQ5H2WkZbVbbmD+YfKI6AJYy8QVBhXKg71PNkKJMonvXBhtPuc/fIpFai7OJKEiL4VW1PjHF2BPAXfJXdQhipxKCY6HviLt7Fc0ULMbe1oRn8YX0pzXP881oNnMfjqyTLp9J6iiGKSu+IOyjOJzChjHi1gDtw5vci22IVNtAx3cCPhb1PVXA2tZKR1XMbSxoF8ec4sjV5vtdtPq8qqLz5a2kHCnN1ONMNsFmrq9Je9IqG7CCH6hOVwLq1gOX0Evhb3XzF3+eMbUOIHcCPmaSzP5R0sb/TENlKJkTt/GaQvFGfIyF9aux+zyLEW7W0EuZ1kHub8RjVo9MbX56PRV5Q45zJJ/1kMNNMjZAUZ0PEN5Y3eZ+vJWPSl0P2lHzzhja8ko7GXlJRdXpvytijAQX3PYCg8Fhq642z7RLx6N6878YWfjgXBVPqeB6GxcOi7PudH3UO/UoKDBslJJQg9qMgeN6zFPCeY+IZcdxJdJAZamUiI5ZCj7ojnqZg7+CpgrgQ1l4LzaSYwkY5NkVK2jainsQKoPrw59opCGTLymYYZmxTRdtEdpJd5LPt2yMTHAFVLz4PRcHh0qO9qW/e/EtQM0Xo5uJhBCKZDzoojntgmj1Or7FdPauYfllN3RIJORHghLT9wYdSpwdTt/rk0QvRGZo2JjnAqxh1E9PsV7VTRidzpVUFyslBAYZnSKzFHvsxMvCAuMDFA6ZCjQuuJrS6NuuqwGot/hkIIoeUwfkxlImYoCOeIFgWm0nXfG/4hHBrsMV30Jzbe0N1zaTIWcAfz2B8pc5Gaud9x6rZoPCgNmWaH/f2siAznIJPjrFNs2lAf6AwuZvLIqvC8gjty1hTZm775hsqh58bSY2ddhdrin6MgE+WpMhMz7H0Bqbmk5/z2D72xDSpOmKoAvcYn/UasvMHzlOLEH6NdcwdlqBKHYuLjoSMWKnXOu8NjY6EHbtM5fwJyCbuRlLQePIuRz6RnpBRT2uzw+JvHHZQyiaLuIB3th6kMn48l0wguR9zHmdNeuRabKmSi83CZK3sNnhgFuUHAxS5t25BnSM35z314Z2ojNUOYVeCIM7S4bYdwj9JQQyoZGRwc/03qv4mhbtOFG747N6yWbube0NIY3qCo+2SM3JT4AWJu/Vg/9fk+tZquBRNphFYivR8ogVpjvoTjeM/tUIITU/IqYD6YW9H5oGOVAFbXeX/6FZOGutp8czg2EyEcWhVQ6BxEJLk4ijeogbJWa+z64q8d9ZhaQ99RogNZQHmd7R/TYhksYeJ+qwoD2FHb/WdLTHrM98w3H07N/EQ4dAqg0jqICH2Fk752BDBlA30jSZRmrO6WpoZvmquBotr8+fBUPEI4tQqg0DqJSBKidGLYbaguAwAA5XH6mmoq/riP6fGrkfgqQgguSUwqQegBVqGqN3RecXW2tnQNxMhMNk+motr8+XB8FYl0gVDyG6vmuN5yCXeYdaZbk+KHxXQSFgyAsmqT+0b7e1Xa8/idYOiROOUXIKQSD3FdJQAAgEqdueU9ZYMZ94XFibYaH/mKebbvcVw0pyh7IpPj0jSksRzGW/HwMktoH9E3dgFQNzBX+eYGrdrj+jYHfsmss3gml7MbCTSnBiYmv9/iezyVWRn5eKt4DgCqWv2l/uiyFC+k5CeegvT0a2r0na4rdosV9z8lIXd24jPii9R6xH2MsfibKyOXj+X2TkQnK0ZhedIrPsep+1yZWU8OdmqOGyyOqw6z3sSkCEgnht2Gmlp95xWX/VwbPhhjRCsnhNn77zwp3TdIkVGod6ssIxNPSdqfKWlz8XLEfjgnQco6/cWveYEZMszOvdHQdyxxeiEiwwzkc3yW0CtBxYE6wwWXq8PY4hjYusglIqsiFok78l9yXhuHrTHpoSKuPV/NynBtjf6Cy2W3tF33C++WCecCk5F+h0511OafSqWm/LYjAJTXWe9EkokQrlUCVa3WZP+i115fodR09EdfTIuvGj/NTG1R/vvJnBFg/13UQgBT8eFb9iYFKK81u33fRBY2F8TGswxzjZRVm9jnDyzCSliPkT6HVgEUWkffSDyFCpp0McVMxYdv2RsUAKu13PAFIgscj4k1jJ8m+XLFUY3/ipiL/rHIEMcGckZyXafCAABApTWfrlNqzPidsQUox2Iv/ZdjWkVNtBSXIwu5UWSWQtcblAplrdZov/FXuwZTNtr6RyOSD0ovbcXJM7UQ+dqhq6613Y+nyLi/sxYArM52W9LmF8DvrmYxC6ydxRLk4d3I7feOgkoOf9o9SL9PZ8jZiRBxsc7oT77pYZXwzgC+HL56fZDe14Hk7Pj/EHYtK1T6DaLYHP4llPAW4o9uon/H7iA52Wts8UZ3XPTpj4SSO7h3yEz0Hm7Cw9lYBrgyPeD+RJC/qoQSpJCJ9h6uux7O7tNAMjaA3yxUh3N/UHIHS3j38Yc30b9XdzCzMuY+1fVdYp8KNf4ukDuXuTG43d3mEqRBxohOjRLDqjQnDadN1utEvqQ8JZQgQOpnwtaoBGVVmg8MxjNWfKCYDF97h9xJX+8g+wSthBLeLfzRTfTv1B1ciw7+fVJG1psSSiihhBJKKKGEPzp+p+5gCSWUUEIJJZRQQgnyUHIHSyihhBJKKKGEEv7QeBvcwXQyMoAbjhRbe35z2tuEVYhlPKZzYls1xoE8oc3Sj79loOYjBG6oPiOSoPVNA5LjHovJqD2oavFNb7zBs/l0MvLNTWuzkZhFu8PZDDn9T/en/vtXa7FqfacrW+aILsGOX+nUH8Ikc/qlk5G/uy06I1+eZYklfxixgYsNbTnWp572X7szJjNiDK7Ev/fY9U1a8yUcdznaW3Smzitm47Xwaza50OYzb1OFIKkvf1LT3pMYnZNcPqj5yOBNq6aNL7qyenwHUEjStkW0PceujGqPpsZR5BIQQtuyG283cuoPqeSTAXfbXk4NUsknBH6q2lC651QYe+QOpl8nFuU6L8wNhqIvtEJyot95jYhtJTLd6jQb2pz3ppvg8bcTMMUkRtpJra1i2FFMs9Pekyp8bG36XtupLyJre+cOQur1q9d5bgVxRUhaMGQiQ05+eerUnakNMoz/qTdK50Wjy/5kubAx0dv4ibg7KCnPssQyC9qKXTDrazEu6+HSo67mK4Xvk8LlSc9pleo0Kz1bhpwesFbX48MRzgjhcrQfdxI/572DnyGj95zOgZhoQkeJEUiKrqwe3wEUsiE8ohUS433CroxqG/IgDWox8TqN0PbWgreEqvJRrDkqym68JcjLlJz6b29qRXG8UBdbslfCHrmDMHG/1VSMv78b+U24nf6eEh9Il2+Sh6LZIbfd5z5dRf4iILvU0ay/1Vpg+tIiVOz04cq/8SMGT2wNoVTs799EmQoTXHcQrUbvPYiJJtvONxj5YglTs7HnZIYK40ph1fag/RBdA0ASdFFzdQsxw/1RZjHw8bnAq/3KKLRT0f1dQY4Y7z/e/Kg2Ev6PTKLlN+XgzY+/OGzLGr9ry1kRTCl+akVzPE8XXNn7w2P33UFIjnsMB4tj8I4XJ0Gn75r+5MOO1tTtsEPuuAqWQdsN0LtcBacvIULFT38t5vlA0eyb4ftaPHcwL3bBHWQg5g4itDbqOHCYqecmivUnPYcUoOxCcEVwjLky6hl4vl/lfUvuYBYyxXif8eZHRVcqUolXYy+INz/+4rBda/xOLWfFMaXIqW2H41JdCGTvD48duYOQnOi36fXWbvyySdNI19VZiRIOfZUCVOnteI8v8htdXMVtu+DAu4wara1/gsn/Qr0Y7jEbLJdwl91i0BzkmQA4P+ZuUYGyWtv9qZmxv5nfA+CAHh+Kp9YXfrqpL2/qHno85MHbtXUGYlas01lCrwTHu2/RFXuwY128ZJKp6eDW46npoMdl1lQfd31B17TB6pzZw7gMGRvoamntdHVbtbUa273I5JDH8aeGqvfab7hN1WXYUU8sIz5BMeIgmHzU3dxidV3p1B/CGAFNJ4Z7bbbL+GWTpqGjP0of7UEq8ajH9KHF4WLIw1OA1HTQ4zzbUKVsd3tMhzFM54mlts8O+HKk+5Te2u3q1FdjAk2j5kKeDoOxw+W6oK87bvXFBuKJAAAgAElEQVSMJiiIyIjPZdYogEJjvsq0TGM1HryFmxuUbOI/ejrR36FRYgAcNGwlBhdtlj8v7Sd9t7r0NUzQni9CogwZvWvTtVhdrsvGpkam9BBrFWFzljv9rwKDbv3BnCBFvrLW1ujd/+ZkSlv7Ea+pEKu5LOoO5hlM+TGrw6ZRAwCA6gQ+/ILaaoThu4RecCHuDqKFoLVKYfJL+YMw7m0EIFtDVgy5RXc1HryFt+uqDERClHfDLyGCqfj3Hvy8tooJYIXk04Euk7Hzisuqq9Z0EjESweVof6dOb3XhXUbNB0zpQnF3UE6P1MITj1GNgTI9/jCeQqvxh3/WVzRf+3EeiumLmFrtPTiShhBcjg04WowdLle7trrJRjxdyhFtYy1KsMR4LD7Wq1dlZweTkTu2WlWLe4zNT5rmZo2y2XXrmqG6DIDyuq5/TU3ctWnUAGAqw+3sQW06EfrSZmjtdF3p1B9rsH4Zoms2FmYlb1QREolq5WYq/j3X6H3x5FmuEbFxPsymLU0ngtdM5i6HubFa2+7C8U+DMxzNWosSXfoqoKjSd+D41xFyky6bLmKKRQQMioyfDbFHUtPfuq26Kkzn8lxqUGK5Ym6pqYDbqq1SH3fdcDaoc8UP6VmImGgx3Rczy6wBiVrjUY/ttLHziqvTUNdg84TmxNwcqeVMZAxwYewvxuqslcuk4kO4/rD22ihdtK2gwRFR7SIFjMuUx5Hg3xxnm6qUlhues9VY+VHPj89y6p+d2rHzuK1RSVdswx8mqAwZ6bNpK2nTsTk7dM1Yh4FaPPz/iUnsi2F3p81x9bKxqYEutcqw7FOToc2BX7FbDJqDYofFQtkTn6mQRMJ1VooaIk8LuABT0/906ioBqNBcHJyc/LutVlVrvhmMrwrcDyJGVyjlz5dKjuDNeqvLdUFffWAn3u1O3MFM0n8Ww876kxkEn/t0ykp8LI0Q3xlf+0/PsXb/PEUX9zyEHe+dXEWInOxtPsAU+oQb0Zv1wjfCtR/xGgW95sEZXzOmbPbFIUJw3n/mjH8e5iklnv1Y/dHA9AokJzx6NWj0cutSsx+n/1ZUWwemyQ3y51t6RXmj9xeIEJx/0FZp8s2kENpcGflYjek8sdXlYEc5KK93Dk1NDt399mdSfIKixFmL9jaW24LLEMGV4YtnBhIIrkXcx87Q6zoZ6dFgR25OrkOUGu9tqM9u/6xGe98XbrHA5aCtHGD1Vx9NjX93dyhGrm+bHZlo7+HyjuByBsHXIxc7uR2tRHqaylvpEcKNqdvNiopGT3QDSe8O0jW82cRXnHD/+Iqi5oIX60F518gqzNOsYF5prksx5zeqMaM/iRCc9elAPR5eQYjt3+QRDLgecR/aOkJdf9Jz/HqYG/K4GfMcAVXW4IJA2kXdwTyDKatzPkpSGTL+wKGpACprIElxBiMuNnxIuIOpmEcrvvmXewrke+dm78Gwa64LeccoDquWPJwLtB01+KYohNDKsF1dcdTzNJP0GzG10T+H0MasrwVU4uE0lNwdlNXj+ozvFAbep2M3N6dv652ja+L6IlSr/QFb0qj5gK3S0D9DQYRej9gPY0c9sQyLaHxSkJEeDVC0EnMbCMH1yKfH8R8FxTTpx2utAzESrvzsOaUAKp07lKTS88FLNaDGPrKIEFyLuOvLLX46Xe5GzNuswho9sQ0oi5X8UUlpZYZv9CC7EeE4T3jjaYTgRszTiLX4ZjfQxkRvfZn4CwxvOzBB6MVMMSpKwGiIP8IebTr542c6Baa2DS1C9iqQoZIht04F1J3BRUrcREvovsB88QJKBNa4vqbV/wIihNDalLdFgYlWVZVaziTGMONrxsrqeyc2EEKbz7x6PLQGZRkcEdWOkkULGJcpMBm0VQOswfkoOvndwLexZchWf3pqdVdHkmlITgUcTRiotgQSkNsIFcaVoBYPk2ISazhDE3D9Sc8h5ZHe8XUEU5N/aTjQGVzMIIRo2RM3hhzZk1YlDiTcHklqcCHOBUjN+S1qhbrtwatXgQvnBuhAIDH345XIfDMTvYcP2YJJiDIrI1fPvCF3EEEy9vBhjITphdigo66Mw2Dm782V4IWyKr0dx3Ecx+36KqA43DuRWQyYFbQ5QwhJHRCsxTwfYIpWYm4DzhEtCgAOuSPr63PERx/RqzXnKTF3kPlIhvFaEbeF/ThnddzyctJx7wnhFgtLNKUnKE4cuii1uuHi3Ww5gYWgtaZK34HjOI5ftetrAGjsjZKLgfMKxm1C0msq3xvbNjuoxP1WlULZ0NUvTMK+GDArWKyBM4RBxRhWycNiKeKzJlJEs7zpZ8jY44exZUgtxAYddaIczCMYcIZoUYP6m9GNzbWQ6zhtMXPYXAleKMsxVzAp4e5gwcEguBbqPgAqzYFXrMFIig0PEu4gTRMtd++BNY2Y5wgA4vaIhiSJCvMOxr2NoMU3y6UcXI49fBwjM9RCdNChkfA2uMQs0COCi0M2teKAY3QNkZEec0+ElNCXZYFa7Re2yAh/8TYe0Pme80wFa/p8UsA5okVBr9m/hRxbN5akHueanRz7XgXMlSy7RyUIE8a4BTLUkDcqaa3kGr18jQhWblpUJIwwEnUHhaa4WAGjxy/nkd9CjlrmzUpEbauswaiYyK1J6n6BEBo2UzKLgfMKtkgkCAOGZV/jpZ5iU1JiDHA+aDsEDnSH1jbXI59qe56syzM4Yqq9QwFDYqyXUn86DAZTmAOLMt3BlaC1jM72kE3+cLg3mnkVMFeW20dWRbrjgsPxPDPlUqnwOisl7Xm4QEd7V9bqrgSZk0kx90N0vtSsv7UKKN+/2P9Tcmd3qnYWOwhXpgNuS8s5/F6fS1MuRpfVSM9RISf4xkUq8GuOaFFUNHmfPPW0d+Lna0CtYzTs+/DKCL0psufuIBnGa4VrKnfw4hOUJA5cjtLHpli9xTdBUpGeg8LYBd6A5bqD22YHc+igUQNQXmvxRVlvtHQnrBGSYbyWGcwO3MFimhWso+QvgZ7zLZZP7t27oinWHaRfs0CtIxQPOS/4Zta5I6f7ku8OyhgM85HnDkqLDW9A+dxB0XEihBirmmf7cCfuIBXGlcz2DxsZcvrbHovRgvfdc72/K+4gQsth/Cgoaw/8OoqfvjO9iVBGVF8EagVpZtHYy8CyLTJSYVyZ3cfKIZ87SG8iggPdoYX/cZ7uF8SqImk3i9cvZxuYpVlFu4N5tHJb7iC9GX/QEngJ0ULQWq22D/OXViTbHSxOwGjIeYRKEEZAb/aIjERtHPi7uMhJ6X4R7iDL6LGYJ2YWpF+ZRMeA4Fr4Wg04aAk8HcMveKfT+dYpFkRUe6cCxh+wYDoiC7d8dzAT6TlYeGWU5w7mmykXhddZKXcwLxdg3NesBGpbYJ5FN677IT5f5vy6UQkAVtvuiy5DtE0DuBN3cCPhb1PVXA2tZKQZTJ9qtQcWsx4GXI4+nnwd8xwBLOspFT4MXwYsB8F77+tOfRlLx7xNFYr36hqco2siT+3Z7iBzoIMQQpD8+fH4a65lFJ/gEhQlDkw9//l5apNKPiGcH6iwk95nTzxHysosgcUsyyH58+PxFzGPFuTUUqY7uH12LP13Jvp8FVHzEaJbp1Ky86jRL6wHHFma08Q85I6s72h3sJhmeUcPs/7Wmhrn6AqU5mA+wWDODhTvn9T/aWCOvwYXuTsoZzD0Ozd2yjezzhqMlNjwe93e7iCzsy5ysxihjfjDh/GNne4OslqGy9HHk4tz91tVR52hRVjAB0Kye0Qom9jvqPaDP9HdbT4V05eF//LUat/y/HF2B8sVLURWojJk9IfxpXReUtBBMqr39YY/CdmEkCx3kN7AO9AdysY8UGFcCTQ9EXIb7mAerdyWO4gQ/C3i1mIqrfXSGV3r7Un+ySmXhsKPLFMAE0UJGEJyH0nHvSeYFJgiaitlol9DKd0vwh2k959qHaFs4DUVxpWKQz1P1vM9xWKl1BhQNrff0eM6xsrJMjhiqv2Pz/7PTgQMFecOwl+8jZXNvrjMw+LNmOcI875BI0NGfxh/PeE5UsZypOS5g/lUiQ0566yUO5iHC5ml0eutdvtpVVn1xUdLECEx92P4/3bVC+e7tPw8OpNC6WSEcOoqd5LPdSfu4JzfqAYNnhgFOcFA9PeN3vj6fDT6cm3qdrMCU+l7HoTGwqHv+pwfdQ/9Sm1EPY0VQPXhzbFXFMqQkc80oEJw1IKyO/a0gG7MEa0KNns4CsDu9BW1O+4gvT2JqXTd94Z/CIcGe0wX/YkNrmWkI2wEExQnDpUgLjARgemQo0LriS1OeVsU4KC+ZzAUHgsN3XG2fTKUSG3EPI0YpjJ8PpZMI7gccR8HwuM5vt3ZATsSA61MHOdyyFHHuUgBF0adGkzd7p9LI0QHdNaYiDglMoAtyDATRTSbSfrPYuCEN76SjMZezt03YuUNnqcUL0ZQ0hvjCQZCjCCxlYolcHFvo/zYwaS/8GDQWsxjqHc+XoJsykiJDR8S7uBatLeRicLcmPJ3ne/yT23wn/x16OIxjJN3EEHy6cC1z4OJ9E52B5kDd9UHznsPx8KjD3razvnj8/6zGGj2xNbyhqZxiSnHjNIvhOqPmQMBOr6Kry+rArXar4SGOTLSQlWpc94dHhsLPXCbzvkTkD19rhjTZzo0JdnLAwdyDoszS6OuOqzG4p+hEEJoOYwfUzFJiOSs1txRbSSltHJ7u4PUzD8sp+5IRizQSPqNWHmj99l6MhZ9mZYwxfQ4hQImRlUGUo+wj7AR2oh6GrNR2glCn1uG1mKeEwdsQ4tQVOTSkrpfwB3kmKONpcfOugq1xT9HQWZLT2UmZoTSK8FKqTEghFBmMdBeBg7bR14jhKTXKS7EVHuxaAHjMUW+Owg3Yp6metfoUiZ7kl5/MThHUa9+dJ9QgGo6PI7T+NrP3mYVULX0PBgNh0eH+q62df8rQa3GPB9g4KDh5r+TFITkf9yacvF7dRzZW5VWJQEHRdZZOe6gFBcgNec/9+GdqY3UDGFWgSPO0CIUdT/+d0JsvjNE6+XgYgYhmA45K454Ym/CHcwsha43KBXKWq3RfuOvdg2mbLT1T5D0xhgAWF3n/elVhNKJYbehugwAAJTHs1cOIZV4iOsqAX2ZyNzynrLBjPvCCwIlWn/Sc+wiExO6Mmw/5o7QeeCYhKWKavPnw/FVxmdnOn3FZJ6sNt8cjs1ECIdWBRQ6BxHJ3SFlPz45nvt7Kh4hnFoFUGidRCQJWYPHqs96J5f+G3/c59ApgErr+GokTgcniE5QlDiRKX+n5rjB4rjqMOtNnnESIkS9GKbvIgFM2cBcQEYonRi+rlNhAACg0ppP1yk1ZvzOGHv8I30OrQIotI6+kXhqh+xIfmPVHNdbLuEOs850i/8ST70Y7vmwpkbf6bpit1hx/1MSIpSKD9+yNygAVmu54QtEcoxblSD+TzNTdFLi98w3H8bpG1JizQrmRb/lYwA7arv/SwouhHCtEqhqtSb7F732+gqlpqN/LCzOTb5gZINJVkfs1bm3QA42n3mbVLyoGrgQGbxlb1AAAJQNds9gJHtvUnQw0WVIzYU8Nk1Vo9nhcl3ucv5tNEFBLmXiKXGx4XT6DdHfa34PAJXWcYsYeBzPpfx9FTAfZI7eyH/jdeo6/N8ix8ZwOTb4qVVbX2/sdOG466LV4vgqnExzdYetLOOTEryb5fBuk0o8oi9+AuywyTtOQgSXRvEGNVDWao1dX/y1ox5Ta2z9Y5EhDsdFJESqxy1VhWvh6++zr1mI6EsmOShQq30AzwTlBkZfVqWyWbiZ6XPEOMuh1ZGPq3O7cWxA9uNTMz8RjNkhIjMxroSnE8NuQ02tvvOKy36uDR+MkZk8ashlpWBUIloJU3yjxx7b95OT34uPcyG9MvKxGmxBVau/lL2Wy57orL+1CoDyOts/ppempEzxpoiA3Y2SGTGqZhsWf4Tesi1X1bV0uq50Gk1dA08ZgUkQeoBVqOoNnVdcna0tXQPMRRBREy1liATmiwueOYJU4lGPobZGf8HlslvarvtjAvpIsjKysClhf+jn1n7E32dflStgcGiaCVW7SAGLLEC2xf5pcuQr5l99tAUTmMHQl1bNYY35Eu66bHd6ty7zMkl5AMCqz3puWJRVunbcF16guBxnDRioG7ZyO1AvhvETKgAAwFS61tPvHdSY8TthwUUmtuyloMRMeRBdZ0cjBV0OSS5QC5GvHbrqWtv9eIqM+ztrAcDqbLdF3I9lKD7fuUGr9ri+zYFfMuss7Pf/YvE2FKkroYR9xeb0HaNbeCJDI7MY7FTX34y+yZp7BQAXA5Zy0RuIJbxbSE97O92CBCm/F1DJ4U+7B2eYyL/ZiRBxsc7oT77pUUmeL+9TMs4SSnhLUXIHS/jDAC7HvunrHxryfdS1FZAh9rOXw12GcwFBYOHbAnKy19iylb6xhHcQkHz6ze17Q8N3PjonDGD9vSAz0Xu4CQ9n49PgyvSA+xPxZGz7iZI7WEIJ4ii5gyX8YZB56jlaDrBjF8Wi9NiA5LintVMsiOeNI7My5j7V9V3iXSrSWgIfmZjnKAawustDYnlufy8gY0SnRolhVZqThtMm63VCmMdqv8E65u79JsKOTcod/d/IRYOUUMIfCSV3sIQSxEC9GPl6NPG2LQtr0cG/T+5TbFwJJZRQQgl/GJTcwRJKKKGEEkoooYQ/NHbTHaSThLGz1m0L6WnvSWxvkoft0gh5yDPgbc2Fmo8M3rRq2oTRLazxp5ORb25am43ELOL8/S4inYwM4IYjdO1XHo8gOe6xmIzag6oW3/QGZH989vTWdrgpTd7dBDUfIXBD9Znd7kWS13sj28Lec5wqQYA9tF07QzoZ+bvbott7E5EhJ29ZjB9qVVUtvmfS8bl/AOyFnZFlVXZFSSGVjAzetGqM2yz5CBcig3+11mEAAFWt9qSexklNFbaT6Mx3dqWj00A2eac3uYTdn8VINnbsDlKLiddbN8Mn+p3XiNi2Lsrl2smQ0XtO50AstftHYjsaoSR4A4bU61evmdCubcxlK7pFIvk4PX4m0kWpJ2Y5f7+L4I6fy6P0tPekCh9bm77XduqLyFqK83H+/xXPTTHysmR4l5CPifkfZAmPGKR5vTeyLbf34pF+nVh8K0zgbmIPbdeOsG8mYvOZt+kYHp6fvtdx6uYT7tX3XeR4ITV5813ItgBFGB95be6I11uzzqaDkVE5Sbqx5z5dBXe0mcXg5dZiB7ZFond3pYPL0X7cSfyc4hB228vEXmGH7uBGwv+RaRd4s1vtvAWAs/5W6864m7/yUhbSZTDePUiWpXnu01Xk0nnyPm4TPPLukezJYyIPcoTnzfJ6l3qHifutpm1uPJSwHeyL2MBZn06iduJucnwXbOw+dCHHAhRrfIpfGooCZ9bSxTzkQix1/8r3lz+NiGZdlwCXRO/6SoeQoDJN8cvEnmFHaajJyS8NKvF6jm+inbcAcHnSc1q1U+6W3MEseCn+C2T8lwlOVYY9k73i9Vym8Lz77iCTYHZHK00JRWJfxEZQvITBbnJ8d2zsPnRR0AJsw/jspTvIn/XeuIPFQUCid32lQ+h36g6uRYkufRVQVOk7cPzrSPJZ0IO3a+uyIQvpRPCaydzlMDdWa9tdOP5pcGYTZcjoXZuuxepyXTY2NdI5tTnt9I9G/uXBz2urtsIj0onQlzZDa6frSqf+WIP1y1AijVLTQY/LrKk+7vqCztCN1TmHkxRCCCYfdTe3WF1XOvWHMJ4op6ZZI1yNB2/h5gbl8e5bdMZ57FiXSE6sDBkb6Gpp7XR1W7W1GhsRW5oKepxnG6qU7W6P6TCGaf98358d8MZalOjS1wBQo7dfxX1PkvHv2XOB5NOBLpOx84rLqqvWdBIxEsHlaH+nTm914V1GzQfZTPESIsIZv5Q7mGdekEo8ctsuOPAuo0Zr658gIULw5Uj3Kb2129Wpr8boEmSCb9gQGTBMxb/3OP7UUPVe+w23qboMO+qJZcT64oF6MdxjNlgu4S67xaA5yBx8s+ZIRnwus0YBFBrzVbzHNxzkfBwd41ADLscGHC3GDperXVvdZCOiyUifTVtJk3FzduiasQ4TVr3kyTC5FXe3SUo9Li17TE5/04cWh4uZE8NEMWqkpnmC9EnfLZbwREhRZWHxGi6E/2Z+D6s98+fbw/GlKXmyDanEULep7bLjrKZaZ3Xh+KfB2U0qOYI3660u1wV99QExp1zIqeeS9KF1drjXZruMXzZpGjoEhShWooRDX6UAVXo73uOL/IYQpBKjHttpY+cVV6ehrsHmCc1xxW51OvCZVVuNHXd6nMeVnJIJElTaD/DoNpPK6Xtq4YnHqMZAmR5/GE+h1fjDP+srmq/9OA9FhYE1UwneFSeQj6Z+okvaA5XRG9uqa1d+zOqwadQAAKA6gQ+/yBaI4o1HVKPZgxTl1yYZ+dpl1iiAUmN2cLWJx/Ff48G/Oc42VSktNzxnq7Hyo56nGVGZEbM2YjbWrFE2u25dM1SXAVBe1/WvqYm7No0aAExluJ09uBe2L0VqXhe8LOHyzR33tbPAwkeTS1RxpKwKTxjFzCn9vbvT5rh62djUYLsbJTOIDiyx6fXWbvyySdNI11kRznqW0CuB0IbkXyA44LmDazHPNSJBITLSZ9Oq6BFuzgSvmWox+iV/lS8Yn9zp55EoQehBhZjtFZKuoBgzhFsY69WrMFDb6Z+KR/5mqQagTP/nh/FVuPCDW1+j6X68APPrbMEWvgkN3cLbdVUGYTk7ibWeT+SFSF+nVoUBPZFA6dlgj7G2PLsvImrSpXmSFzs7LOa46uyyiXAj5mnEWnyzG2hjore+TGHyz0NE1/vDjP4kc6xQj4dXBO2w60vCtYi7vtzip/NVbcS8zSqs0RPboPtSVFsHpskN8udbekV5o/cXiNaivY3ltuAyRHBl+OIZ3tkEr7jkU09DOaj+aGB6BZITHr2aVfQ6+8D8g7ZKk28mhdDmysjHakzniaXgctBWDrD6q4+mxr+7OxQjSekiray5wLlA21GDb4pCCK0M29UVRz1PM0m/EVMb/XMIbcz6WkAlHk5D6TcGeVV6pea19p+eY+3+eQohuB5xH8KO906uZqK9h8s7gssZBF+PXOwkEpTwG84QxAecWQ52lIPyeufQ1OTQ3W9/JsX64s6FnOxtPsAUSoYb0Zv1WcnJVwCU85H9S2o+YKs09M9QEKHXI/bD2FFPLCOrCLr066Z0JVZx2UMoNd7bkK1/ilajve9nnU5xaggEKc3le35leU5O3mpt3aooKE+2N6Kexkqd7zmkh6cw++cplJnoPXyIrge6MnL1DJ8UUpySpM9axH3sDK3vZKRHgx25ObnOc9G4Gw9r/+mpr2n1v6BrxU55WxSYoOYKe0ZMDdNDtuA8lKLSPkCEbmzbtT7jO4WB93ujqwihzenbeufoGhJXQ8mZcuySfIEECt1nPybT1PzQxRpFuX1kFdFiU1bnfJSkMmT8gUNTAVTWQFJKOAUazWagNL+kdgf5HIfJoK0aYA3OR9HJ7wa+jf0mLjOyzCNN81rrQIyEKz97TimASucOJan0fPBSDaixjyxKyqQ8UgsZL8/csRuRs/BJDFLKqnAgpaQrkR7DGZpT6096DimP9I6v02V/sbP+ZAbB5z6dshIfSyPhrGcJvVJInAILhJDpW1dJTmqqMDGry7bqfMFYhjz7nCD0IrZXyubkFeMclsP4UcYYwrivWYk1+2YgQvCF/8wF/7ykAS+iBcnqxuKSJkZkiZrIoiZ9u9hFd5D9kV0mnFPcmow9fhhbhtRCbNBRJ37WySbQq4C5krVfTSUIE0brkrg80RUh1Q0X70aSYvG5nI4K1pxOx70nREpf848sJau5sz/CuLdxq276FuBy7OHjGJmhFqKDDo1EIxLjlzwsFp3X5krwQlmV3o7jOI7jdn0VUBzunaAS91tVCmVDV382QywUfCNjwLxlQLwvzovZYsCsoC113nnlPyze+iX8xdt4IFt7PsenvXEHpUaYWQycV5R3jaxC7uPrktTIJ0gor7KUH2u3tTTfiLBLasqR7QShBxU0oXIzogt3Kt+/2P9TUri1JskpKfosBK01VfoOHMdx/KpdXwNAY2+UV0+PPTy6Vn1O2mGCMGBYdokSfQShtVHHAazMGlyRotI+QIRuHJrAxSGbWnHAMbqGyEiPuSdCylINSbtUrEBym+J5HqHuA6DSHEhIjUfascvHL7nuIN/eSsiMLPMohyxSMimL1ELIM3fc3cHCC5/oIEkJq8IdmJSSrgStZTV6+1Ucx3G8Q1+lAId7oxkEydjDhzESphdig466MgnXRJw4BRYIIdO3GqReBGwdBdxB4UIs6WOwH5S0OdICyQa9e6VuIWYgnCFa1ABoeiIknCNOfxRckaWz+VvgEbOwOyhG5GJM+naxR+4gXI+4D4GDlsBLiBaC1mq1fZh+Z4fkL4Ge8y2WT+7du6Ip6A5SYVwJ2OELtADoiVnp14vlaH+HRokBrN7iE5xRFucOkmG8VrhluD13kArjSnDCG+c5qRly+tsei9GC991zvb+X7uBqpOeoWCBIhozSByvltRZflMyIfVNwwDxBlOqLR0KW4O7QHaTCuDK7RcfqZH/dQZ4IbT2+LEmNAu5gHmXBKpQVmOLkzQnWOawc2V5/0nNIUWYJLMLNleCFMvXHIyubiDk8alQCgNW2+7hnu9KckqBPJtJzsGA4lGB4nIvefK0XPMJ8ZLZbRKhEr0M09jAuR0A3HgeXw/hRUNYe+HUUP31nehPJUY19cQfpj5XmwJTUeKSXlnz82qY7KCkzcsyjDLJIti/PHUwQ+qwwiU1Tiqfcd4OCC5/4IKWsCkekpZQ0E+k5KCr/cGU64La0nMPv9bk05UW5g4UWCAF5cw1ukuOhcTqEYHfdQWmbI9dDgjNEixpruvX06ZcfdnZ31JQdcDx86tVyYEgAACAASURBVLNdHHktT2fzt4CKdQfFiFyUSd+mAdwjdxAh+FvErcVUWuulM7rW28yRFpz1t9bUOEdXYB5vhkUgOEMYVOBAd2iNWaGoMK4Emp4IKSFPMPX85+epTSr5hHB+oBImANvG7qCidau+LSR/fjz+Gm5/d1DdQsxkK3guRx9PLs7db1UddYYWYb5GJMZfnDuYinm0oKw9sJjVXrgcfTy59N+Z6PNVRM1HiG6dStnkfbaZEnzD6h8mRAfM0zqJvlhexmbMcwSwHLhd2B0sV7QQ2fKvGTL6w/hSen/dwVTMowU5j3/rcVKSGvndwfzK8tW3vpaDnCpnsmQ7Q0Y+a8AqtdYOk+6cd5L2/FafR2dSKJ2MEE5dJdbknWaxXJpTEvTZfOo5UlZmCSxm2c1oDYe2PINowkCtI/RblgxhXKk41PNkXfIRRO8HN3mfbUpRaT8gpBtfc+lkkEe1H/yJUfzCqrE/7iCMexuxU76ZFanxSK+j+fi1TXdQQmY2xa1N8e6gpEzuyu6gFE/ZC5mMhU98kC8krApnYFJKuhnzHGE2ZWjQhjGV8Lepaq6GVjJ5XRMJ4uRdIESYXnAh27k7KG1zZG+YZRYD7WXgsFZ31hNbnPaexBQ1tQ14aA3K09n8LaCi3UERIhdl0reJnbmDSb8RK2/0PltPxqIv0+zdQWrmH5ZTd/j7akm/EStv8DyleKFOnHZW2XvsS6OuOqzG4p+hEEJoOYwfU5mIGQpKyBOVIC4wYRbpkKNC64lxy84W5w4iOEe0KDCVrvve8A/h0GCP6aI/sZF3Fc8k/WcxcMIbX0lGYy8prmvbogaqD5z3Ho6FRx/0tJ3zx+f9ZzHQ7ImtcaOO9sIdhBtTt5sVmErf8yA0Fg591+f8qHvoVyox0MpEnCyHHHVHPE83hd/kuqdnJxwwT+sk+mJPZCPqaawAqg9vjr2iUIaMfKbJ7nhvxx1EG3NEqwJU6px3h8fGQg/cpnP+BKRPteovBucoJtqs2hZM8rdweDLMmqzE41IjpM8LMJXh87FkGsHliPs4AC2+2XVJavAFiSs8c/fFlWXrKsnSY2ddhcrwJfOuJUe2qef3Ledu87eoZ4nWy8HFDEIwHXJWHPHE2AZeklNS9Fmb8rYowEF9z2AoPBYauuNs+0RQmXfOb1SDRm98fT4afbWx9NhZV6G2+OcoiBBcC1+rUZkFBaNnCb0yG7kBN2KexgOdwcWMpEnZDwjpJtBc+DJgOQiyu7CyVEPa7hcpkEjaHVyLeQz1zsdLUHI8edZRKM0v6ac4HBdspYvKzKqEtZG2sZJespRMSpKa2wV/hZVn7lgDk7XwLYkNMiVhVbhBR1JKuhHzNquAqqXnwWg4PDrUd7Wt+18J6oXfqAYNnhgFuTFtvFnPSJxOChaIjSl/1/ku/5Qg67i0O7gYMCsUNReH5ql08sfPdApAR/yLLMSSPgZb1CVtDl8gqRfDbnuX6NXGtVHHAYzeU4BzRIti641Ujs7mbwEV7Q6KrMKvAuZKUHMpOJ+mkiG3TgXo4EJxk75N7MwdpKNnQHmd7R/TS1PZEuCfD8dXVkY+Vm9tsANVrf5Sf3QZwoUQrlUCVa3WZP+i115fodR09EeXYa6dgYnJ75kS4zcfxlMQoXRi2G2oqdV3XnHZz7XhgzEywyo3/vnwVDxCOLUKoNA6iUhifrBTc9xgcVx1mPUmzziH6+yn4q+YbJDV5pvDsZkI4dCqgELnICILHEFJJ4bdhuoyAABWfdY7uQxT8ZE+h1YBFFpH30g8xa6JfvNhPAVh4n6rCgPYUdv9Z0ucf21SiUf0faite5FwaRRvUANlrdbY9cVfO+oxtcbWPxYZ4lJAbPyT4+J/55tXbi5AeZy5xZz8xqo5rrdcwh1mnenWJJkR+YbNcPEBP+xz6BRApXV8NRJf5dEt1xdXdKjEQ1xXCQAAoFJnbnlP2WDGfeHZGGdet+wNCoDVWm74ApHZGP9jbtariHoxTN+AA2XVJmY3mklvAQBWfdZzw6Ks0rXjXw2HvuOQly3D3OzBYo9zR8iRvSRE6cTwdZ0KAwAAldZ8uk6pMeN3xsQpzxckhJjNV1p4fkmJKstYmNX7L8NdxzCAqXSO/tHRR3JkYHnYrsayWokpaw0X+ydIODdo1R7XtznwS2adxcN/v5Tg1AIlTp8FisULTNlA31vkgY7xBVhd5/3pVebupKG2Rn/B5bJb2q77Y8J33FlCrwQVB+oMF1yuDmOLY4D+jZRJEbFWuw4e3Zb+yzUFCCGE4Fr4+vv4j6zYyfyqsZrHLhUpkPGpXFPxFDUX8tg0VY1mh8t1ucv5t9HsFWzheGAq/lig0WyI8gum4sO37E0KUF5rdvu+4RlSNsdfxUe+YubV95ghlJjMiFmbu1EyI2Vjp2Z+IphhE5EZKfuw1X5eUrM1kTt3MeKI0pAlDP9NFlr4/jGdghKKI2VVeBwRVdKN3KID1A3MvfvMUuh6g1KhrNUa7Tf+atdgykb6tixr1j9NShFnXrBAkP/G69R1+L/ZLwFwITJ4y96gAAAoG+yewUiSO146qQ0A2GGTx92urNa243fC01NCwZDyMXi2V4R0YpxaGrKqMAAE+0QIIURGek5lr+y8HrF/2JO7U15wOcvfAlvSxlmEnVoSsRgIIbF1mcm5gwFQVm1y32h/r0p7Hr8zJmHSxcdXEHtUs5hKDn/aPUhv6WXI2YkQcbHO6E/uTWcllFCCHMDkw6vd/5yjIEIIkrPjoa/tdW3+ZDFJYd8Ydp4FrYQSSihhOeS0+WbWC//wXcDumvS9cQczE72Hm/Bw9ngdrkwPuD8RyepXQgkl7BvWor3H6/Afsu+OGXLaj3/yKPluqGXJHSyhhBJ2iAw5efda/1Ph3uC7iV026Xu0O0jGiE6NEsOqNCcNp03W60ThS+kllFDCngKmYoRNowZYleZki9Fkw4knIpll3kbkTlt6B3mnkCWUUEIJ8gBXnj/7Pbkiu2zS98gdLKGEEkoooYQSSijh3UDJHSyhhBJKKKGEEkr4Q6PkDpZQQgkllFBCCSX8obGb7iCdczVvXsptAFLJyOBNq8Y48LuLIk9Pe09iwlzZ+46iGbf5zNtUwctXvHuj2cvGt4u9ke3dAqSSTwj8VLVhuzctqPkIgRuqz+xdAQ/ZPaaTkW9uWpuNwvSBBQWDmo8M3rRq2vZvFr9bpJORAdxwxLB/SRzfSkiJXGF94YrxPtm0DDl5y2L8UKuqavE9E2QBfOPYLaF6W9bNPcA2vJ3dpMaO3UFqMfGaGQckJ/qd14jY9krmQer1q9ciUZDZKPKiLhWyRvUWI0NG7zmdA7FsijIJCuw55DEu/TqxmK2ethztx53Ez3tyP2tPGy8KuybbefD/s/d2P21ca9v4+gPmxIccICFZlnyAFEXIB0RRBQdEiSxBVGRZSav5maiVjdLIJhV2gnCoGpu88UTtttWG7N1tPY3VNCbNvGjH9CntxiWQ/eDu4jbODyziFJwXGtxgAsHvwLZhzFrvwYzxzHjGNp8hzVxHMfGsj/trXV5rzX1zpLp9bMtH8tjMkbaH9dzK7ZFNrimWTbqEYez/LHaOXdH+HqCIFnYR24zS+xgnxU2uDEsTCHB/YtrGE9/JE0R4fvpux5kbD1dLP7C/2JFRcZUuWDf/TNhGJN9NaeyQDq4nAhdMuxIy4Gyg1SrhXVvNMbF7o9pPFJPAqwdM3Gs1/fk2aItgP6xo96S6wzwsJapy7QHKK72zW20eSBxon9rzin/b9a8DESfLsLT9LpmI4KxfX1ZBtleHbcvkQCh9f/AqM2rthA4yabJLlqsvA2yOcinv2pKAdm9U+4kSEnjFYMshvEFZ3/bDinZVqjIdLNrmwcNB96m9ZTPb9a+DEicPIh0suz7vq8P2ZHJQlL4/eE3p4GqU7MJrgKIG7yCIbyLJJ0Ev0a6rz90MyCSGe2y2y8Rlk7aRKRsF0/EfvYRZqzzlunnNoKkAoLK+aygJ4WqU7MJrAajF7VcJf6TAnGdJXAmau28yVWiwE11sRmtIJ+57bBcdRJdRq2PK7AhHRW0g+tmwp9PmuHrZeLLRdidKZRFaiQf/y3HuZI3Sct17ToNVHvdOZlEmEfrSZmjtdF3pxE80Wr8MsTWCIJ0Y7Da1XXac02r0VhdBfBac3UAizaang16XWatpdn3B1AXC6p3DSRqJD5WRxoe6mrNkYp0vgbH4WA+uwkAFTgzF0zAZuWWrU7V4xubFt4Nh8uFfTWoAKvC/DMVXUDo+ROBVOs/PCxkqesemb7G6XJeNJ5uYCkXp6aDXea6xRtnu8ZqOYpje+3CcqzhIjffacNzaTVw2aZuYaj+pKOnAaxSgBrcTbn/k93jwJtGur2FvqkE6Meq1vW/svOLqNNQ32ryhOVpS1wghOjlCnMKtLtdFXFNdEBpWOI2vxIM3CXOjUkT1HKSnBjxWXY262XXd2ajOlxMU1bLI7BBCWSrW19XS2unqturqtDYytjhezLbhcqzP0WLscLnadZqTNuYMSMTMBGr6Y6T7DG7tdnXiGsxIJhb5Un2J4HK0t1OPW11El1F7OlfqSkqMjIt9ZjK0OYgrdotBezh3xCDVjuODxpq32q97TJoK7Lg3loV04r7b9J7F4XLZLQbt4VxxbcE4i4TgrISBFfMCkR4FSJA4qCp4fKXA6gq9klmk9WKy2iNkEsFrJnOXw9yk0bW7COKz4MyGaFwqqX0plGsV/5wav2PTqgHAVIavcidH5QdhhBBTKc5ssHxMsOpR4uSsqELvT/3aa2tSAgBURh97g0IqxIn1JYjSqbnyTK5wpRANPkVB/x7sNpsvf2TW1ums3QTxRXDip9s2nYqZ7MZM8JqpDmMq4RaanIT1ivp+nvqUHdNE2ikeLTexQUW+cZm1CqDUmh25hW8u5O0wGDtcrot4fbPVO5qgN8TigLTpUZN9XSZj5xWXVa/RdpIxComvkqUmJTSqp1Tktk13iBHgxuzgNWM9tklkhdF1cpGn9IdJzrpZIjyK+KYoJPiA0HcQTN7vPtVidV3pxI9gLGMT+Zp0YOSvvLG0mISl2I64itLlSqMs7OywmEf2ucW54WrEc+JsYB4ihKiIW4sduzGxBnOVyOusfTEKph57zyjAO754ptSPrVkSVwLNhb7pFKTGvbgaNPniEKHVX9wn2gPzNEJwLeI5gjX3TKwUjCoVcRvOBp5BhNDaQ/cR5bGeR2sIIZgM2jQAa3Tej0780Pd97OVqxNNQaQkwKSrXY75TKqzJG1uHaD3qbTqk9z+FaCXa8zZQmAPztESzjAQUGmvfNLVOPb6JKyqbfL9BJDVUbl12gQSoiFsLFK3k3DpCcC3yWTOv7GkBYNx/SgkabkTXIUKZaV+7M/SSKRuPGQNJ9hyhgQinEEJwOWirBFjD1ftTj364MxijshzFZZOBcxh2LpDMIvjUr1ceIsYymyrY/MnCLXy++ou7obaVEQVTShw7zak6X6Dr7HjP0SO2YBKibGrk6tnCAMdtnPl3oer5k+eIPcuW91Z3BhezBVpenBebHZz/ru2QyT+TRmgjNfKRGtN7Y2lp26bnB2yHDL0zNEToxYj9KHbcG8tKmBkH2WjPUaboOHwxcqmTTNBCqSYDRkxtDMwhtD7rbwGHiHCmiMvA9MRfG6s7g4tZhBBaH+9pqGCbEm8nuxzsqASVDc7BqYnBO98/pv7zqKexIVdhcyXa8zZjfmLjlIKogUl7QVq8R2GrCRIXfZxrGOJeyThRoaz2CHA95m3CWvyz64z8FabAvERcKq19KZRrFSq9J5SkM/PBj2tBrX1kcetBmJroOVVtG1yECCG4Hr3RkAvmBQoFCv3nPycz9PzgpVpFpX1kBRUPcWIa4fjXVkyOHyclg48UVmPe05jePwuZCVabmGe5zk6HCSVDB/kmJ2m9Er7Pa7OcmCbWTsloyRUNb3cwFXGfrGxltA/Xp746pahq8kbXC+OAFF2AcwNtxw3+KRohlBq2q6uOe6OU1CopOSkpo+LpkTNy0egqWBy566ZkeBT3TSmI8YEC31mN9jRV2oLLEMHU8KWzfQlJFytv5U3NFkh4MivFdoqZdElplItdpIPcjwtBa20N3kEQBEFcteO1ADT1RFeLGEFpOsjGTSpM1AElEaY3UsGLFTW4nSAIgiDseA1QHO0ZzwpGlQpaK2px+1WCIAiiA69RgKM90Sy3HaaL5wPmQ5zQTCdIE8ZoMUHioErvfwq5A5ZqVjysSA2VO2uhBOAc2aKoaOgZX0cvQ44PeqKFheS5yC4GO9WgzhF6idYeunWfRdYgQlkq9mAotgzphVi/o1403hXoEVKxoaEYBTMLsX5HfY5hCJeuzY/ZxYEPFdxhJ0gDhh0ixjJSumZKkivfvtT7q0T+dG5foqoveIJP3VZD3dWgxhpcKHxEbHaZuO8doPfPwiJtcj7C33xN1Yw95CFpZnnAxL1WlULZ2NWbr9DDlypcjg09iFFZeiHa79CKGgbHZZ4PmA+xK7GgKfF2BKtFdnHgQ0Vl18gKuy+02YvYOKUgYWDiXiDZYzFt8myVM0dRr5SU1R6B6a7FP7teMi7RJbUvha1ZxQ6C8OKAWcHwSMRvpxyNlBPipMYp6hrFZc40WCT4SGGWxJWss3MnUnqC0tZbzlpQTkwTbYcuGS05ouGKd3HArOCELzhDGlTMb4ky/QLGfU2sbW9CepWUmpSkUUmtDmLRVRgrJNfNglAg8M0i0xV8R9R3lhOBNhVQN166E0lmpL+2WubKKyZhVO6SJy6cnQbAvaGD2Yj7sOi9kF2kgysR93HxYMr93RlxHxZvli9oOkwoAbc1RnE4OYvWHrqPKCosA4twIxW8WKH+aCS1IdmseFiRGmoxOsj8NgLV3aGFfznf750pueW7+jNRq6iw/PfvY573c/lQIPXbgPvDFssnd+9e0ZZHBxFMTQ94LC3nibu3XdrKUnSQChN1vGHnJSlpmpAaZ06asLp2P7u7zsUO6SDzkdlQKXhEZHZUmKgT+QUmZdt0mFDm9qtykDYzLrJUlDnOq6yz+KNUtkCqWWr6e7fFaCFu33W9XcLDhUrkNiXajiA6CCTDW2ULxikJcQMT94IiPUpLXooOinnlvtNBuBbxHAGHLQN/QLQQtGrU9uGUpLOX1L4UtmIVaPtBWCiurdHBckKcJB3cislxGywSfKRARdxaUNE+sJhFqaC14qh95EV5E5S03rLWgjJimlQ7paIlRzQc8ebXr9zEN2VVpl/QYUIp2FsqskpKTEraqIqENWF03RYdFPXNIuDrV8p34HK0t0OrxADWYPGPU7SUi5W18opIGKE/Ix3cmPQeq6iwDCzmtAqpxw8evYC7SQfTMa+OdWy2j+Xog4klyBvVRsx7jLUJBlkq+u9HS1mhoJkfT9XdodXchYcwoQRad4RCKEtFPm/EDumsHSb9ed/EMizSrHhYkRpqcTrIbK2r3sYNH5Cl2WAu/1C9Tm8j59YRYt7Gqq11jqZgkXgn0ON6ItCmqr0aSmWlQxj3I/MDsc4Ryl1+osOEUnHE/XBNUtcrT6MzaZRJRkin/pBYLq6d0kEY9zWxeZgEj4jOLhP3vZM7l0do01aL7Q5WKlrIuc2q4dF//zp6Q8LMOEjPRJ+uIHo+QnbrVcqTvicbfKnCxL1W1XFnaBGW4+Ebk95jFRwWm29Koh1BdEjHvDqQD0acb4qMUwJSBlbEC0R7LKJNKToo5pX7TgcRgi8jHh2m0lk/Pqtv/WqCyiIpZ/9PCe1L9rAlq0DbD8IbMe8xwFmJt0YHywlx0nSwfJMTCkEq+EjLkwp7GpUq3Ycfm95t9T1ij0rLnKCY9Za1FpQR0yTaWS4VLTmi4f7kTpAGDKt2jOYOzqkwUQeOeCJrW9odVLdsLj1wOfrgH5//f1KrZJFJiRpVkd1BYXR9tJTZOh0U9c0i4K8U4r6z8J+nj5+mN+jkQ9J5WoW963vyUNzFylt5xSQ8sQRfXzqYDBixyibfk7VkLPpHhjPz1SlfiwIcxt39ofBYaPCWs+2TwYTwjiBnuNlk4BwG3vHFU8lo7A/hrriogJj7EJgKd38XGguHfrjtvNA9+DstGNVsxHdKBVQt7u9Gw+HRwdtX27r/maBhgaCzS6OueqzWEpihEUJoOUycUJnIGRoi+uk9y/mvBBR+PSberLjupYbK25IRkQCcIVvUnCDLXNbu7pX4jQgXBywVWP5nUDJgxCobvZM07+pbcTo4FzCqQaM3RkPefRfm702++Np8NPqc5pKPpQfO+iq1JTBHQ4TgavharcpMzqSldT1Ltl4OLmYRgpmQs+qYN7Y7dLAqd8SwGvO+k7utInhEfHZwjmxRYCp9993hf4dD/W7TpUBiXdq21+fIVgU4pHfeGR4bC33nMZ0PJNYk7IE3yL5WdlTLIUf9Me/kBk+qz+YC5zBwinPtsriHr8a8pzFw2HDjpyQNIfWLR1sJ9P5ZyBhSYTuC6MDcrcFUhr+NJTMILkc8zezZSuE46WfDHnsX80oEF1IGJuUFUj2KaLMUHRT1yn3fHaRn/mE5c4u/ryzh7CW0/1wi4EtpsxyatcUgvB71NlUB1Xs3xp7TKEtFPtdu+lRpjZQT4vjj5PpX+FaBcKTAj5PzUsFHCumZex1nvvpNGD8XB8wKRe2lwXk6k/z5c70CMFfEeBOUst5y1oJyYpp4OzOlomUefDK0MOrUYur2wFwGIebsqNZExuny/YJZfVSnnXeHxsKj37nbzgfii1KrpOSkpIyKOehvuBSco+nnP3veUQCNLZiEotEVChbHsnYHxXyzCAQrhajvrCTIi+zl0UzIUaXzxhbFXazMlVdEwrPwNd4dZO6Bgcp62z+ml6aGb5g1QKEx/204voLoZ8PMqzEAUzYyr3BuZu98y3xjaGrmV9KhVwCVzkFGFpgbSxjAjtvu/cb35lxiRo35xnBsJkI6dCqg0DvIyALMJIY9Bk0FAAAom53B3+nCUaU36MR95oU4ANSNzDs+aCU+8jXbzu0H8fxbeB5DbR3eecVlP99G9MeY3xOpYbsaAywwZZ3hUu84BaFIs2yaTYXG/LfhqXiEdOoUQKFzkpEkRIVD5UkjnoZiEoArIx9p8r/wskvBDhUAQDIoLIeJViK8nHt6IUTolEBVpzPZv+ixN1QptR29Y+Hh2w6dAih0jtsj8TRCvGHHl5dCnzYqFco6ndF+/e92LaZssvWOU3A9EWhTAYDVd96bfs7RSDzNvHBnqKvFL7pcdkvbp4EY8wKjlK7/T79V14y3OYiPzXqLd0JAbbnqfjQhqXr+vBMkDrAqVYOh84qrs7Wlqy/GvD8u1HJWYnZ57eTeSi7Ttis0JuZ3p5g9CJD81qptxi0fEw6z3nRzgsqyu5WsVFfg0ijRqAbKOp2x64u/dzRgaq2tdywyKOUyiH42TLyjAgAATKVvff+tw1ozcSs8vyHeztBt9tmvR+IrOYP/VK/CAABApTO/X6/UmolbYwvzBeNcGrSqMAB03pggHa+EgRXzArEeuaKSdKL4FNfqRLzy/09OS4YXUW/ZMTZSIx+pwSZUdfjHvdFlMWcvrX2pPrZmFTOxHQThdToxROgPAQAAOKQ3t7ylbDQT/vBsrCyNlApxQo1w/Wumv0A4kuDHSdHgUwQvRuxH8xpT1uOXvolS2VwqEwCwoyavp12p0bUTt8LTBRMUtd5Sa0H8eXkxTTSGzBWNlnmppOPDN+0nFaCyzuzxfxtZgIjRfm0t3um6YrdYicAkBWE6/qAgDkhKOj8e7KiJ3UkVXSWLrNFQ3KgWaDbREgCY5pz3ukVZo28n/GEmrAmjK1fpT5byRvXjxMSPEgaWkfBNUYjxARHfySb7O7XNBovjqsOMm7yPKCj6tbJXXhEJF5GklN7LkUa5AVCuWVwCMDl0tfu/52iIEILU7KPQN/b6tkCy+M7zbiEz7ev0CBLvZEJOg7+cw+M3CPue4uvNw3LIafPPFDmF21e8Uq/cBJ0c/qy7n9kpyVKz4yHyUr0xkNzfQcjYAuAfw1c/7Wc2zCA1++hfpF1nDMy96mHJ2HXIvrkdyHSwOFajPc31xL9zx2RZajpAfHJ/j5OZIUhNfvvV3cHhWxfO981x+4LLE7eu9+5+qbTXHDId3FtkqYk713onX33ZQBavxiuFyI73HD1JhJdyV39S032eT4olCZPxipGN9hyt/zSc232EVKyPuJFLiinjTwTZN7cFmQ4WB0zHSJtWDbAa7bstRpONIB+WfOF/58jGvMcxgNVfHkzwbkdBaubJHwe/FvP+In8uc70/st+U4I0ATD19UjIDyH7i1XhlAagY2alVYliN9l3D+ybrp2TpPCkyXinSj0lbkxJU1GhPG4xnrURfLmOIjD8ZZN/cDmQ6KEOGDBkyZMiQ8UZDpoMyZMiQIUOGDBlvNGQ6KEOGDBkyZMiQ8UbjtaeDkHrktZiMusOqFv/0+gG7OUbPR0jCoDlbql6FAFlq4qbF+J5OVdPif1KQlm3nYBJWM4maXxG2KZm9GUn/Dau2jRnJxrTvJFZVNBFuSWSp6f/2fDbCucaYpSKfN6qY9FFUrPfz/xqTyjOXQ3rqO+KMBgNAcym4edUdJiP9f7PWV2L11r/3S6Ue2EVAOhnpv2HVGvtKVc5gkElGvr1hPWXc83d6tjqwg4qNJ76TVSK5hbnewbfPUtiGZLaktTLbh3TyIUmc0RjIxO741KvFgXWE1wWyQMSxLdfYQ3qwb3Qw8yKxuAcrf2ba966KGFudvtt25ovI6oGig5s5gUqWL+Nj44nv5AkiPD99t+PMjYdF6rFvaTD0i+cv2Ov2WSp61+nsi6Vflbi2K5ntoLjhCUcCqfFe5zVy891tejHxYkukOUtNfHnmzK0pzi8TmPqJaKjkZKNPjnQZu0q+5sZUVQcY/3fO+qzfVFDTc3exaSq5JFilC6khhDbf6dm7V7w3VbnFHWuvZQAAIABJREFUgR1YwOVoL+EkHwvSOXJscn2LnlK2ZDYNe2taK7N93teEPnUQsDW/PmiOsJfYcsQrA6+1QPYS23GNPaEHLPaJDsLEvVbTHvyUh0/9+qoSWbtfJYoX3xMHnPXrd72aApwNtFpf/VZcHtuRzDZQhuEVGcl6InDBtJUQBlM/EccM3hjHSeHi2LXzlnMnuMnl4eKg7YilaPkEhBAVJo7X1KgBqGr0hHNJVegEad7bqMozlTLr6uawlxl/+Krc4sBeMxQvX1kc5UiGb9hb01qZkj/ICtqyXx8oR9hLbEMy5eF1FciBw57Qgxz2gw6y+cf3IjQU1ls7WNgO6dn94lpszv192IorH/tBB8szPKmRZKmJLw0q8QrlEliNeU8rTnGThGdTY5+dvRGeJo18M30ZctSr2cJcUqDCBO4a/NHTWAVAnW1glmZHu5d0UGgqB2UVLFDlQWYbO8ee0sECw36z6OA2/BodHEfYS2xPMuXhtRTIQcSe1t7cAR1MTwe9znONNcp2j9d0FMP03tgKFb1j07dYXa7LxpNNbJmdVJR04DUKUIPbCbc/8hKhTGK4x2a7TFw2aRs72NIx8I+R7jO4tdvViWuwwtiXSYS+tBlaO11XOvETjdYvQ4kMoiJ+l1mrAAqt+SrbMgf0XMjbYTB2uFwX8fpmq3c0QUOxMacR/Xuw22y+/JFZW6ezdhPEF8HZDKTGe204bu0mLpu0TUzxmZV48CZhblQ2d99k6tJgJ8SO/CCduO82vWdxuFx2i0F7GAAjOTc35mlRAVCB/2UovgIXfr1lPa7Ce8YW/pMcIU7hVpfrIq6pxsmnVOQbl1mrAEqt2UEQ/uHhr2y6Q2yt9NnBa8Z6DNQR4f+bjv/oJcxa5SnXzWsGTQUAlfVdQ+xlNbgc63O0GDtcrnad5qSNnFyMkl14LQC1uP0q4X+YjP/oJT7U1eTu7UkKymXWappdXzBVdLB6Z0G+1qyIuos9KCYZrqLFnr0/9WuvrUkJAFAZfeymOqQTo17b+8bOK65OQ32jzRuaoxFMx3/0Oj5orHmr/brHpKnAjv+v2718w4PL0d5OPW51EV1G7elcVUPOcpueDnqJdl29gZxFq1GyC68Bihq8gyC+eRj/Hw9+GIBqnBiMp9cWIl9b62pxz0+8C3yrPxO1VdyKqzD107Wz3on0ekJIBzdSwYsVCnOgWDIsKkzgRJiiZ0iTCgOqVv/0qpAO0s+GPZ02x9XLxpONtjtRKgsXxv5q1OTGmU3HBwn8qO7aKFMCy2O76CC6jFqdrXecgoUS++LXR1xTiVDMKihq8AVdIyQI+oU9irg5TN7vPtVidV3pxI9gksttYQzZ4sD2AmUGwPTUgMeqq1E3u647G9WcQogr8eBNol1fY2BmLeUdm/aZXhjrwVUYqMCJoXgaJiO3bHWqFs/YPD8E8YlLoTT4hh2hNpiS34UOKxYDC9rnIZMY/sxkaHMQV+wWg/awAuBkgutTCImpW3Q5EHNV0TVCRN00P6jyKUjh9EUXFyG27Qgr0wOfW3UarNnpdTYreQXfNgHT0997rPoaTO/yftyoxPL12cQXrJ14vXiYHU7SYpLhDFGgOCpy26ZTMXPcmAleM9VhmxEuS8X6ulpaO13dVl2d1kbG0lDKxvgQDewIIQSpyb4uk7Hzisuq12g7yRhV0MudsdFbYmslVSBD3V/uBfhxzxvLbkVQqHCRfZzehinyXKMcdrFRHj3YPlPc0e4gXA7aKgHWcPX+1KMf7gzGqNmAUY0ZA0l2S7OBCKcQQvwIAlcjnhNnA/MQIURF3Frs2I2JNZiN9hyt7AguZxF8MXKpk08H4WrE01BpYdfO9ZjvlApr8sbWofTuYCriPlnZyvTClFevavJG10XG/H9j3tOY3j8L4Xr0RgOoNgWeQaZQOnYukMwi+NSvVx4ixjIIIXrS21gJNBf6plOQGvfiatDkExbJTj/qaWxgC12jlWjP22xYX3voPqJQtJBz7MQ/IMLLKDvec/SILZiEKJsauXqWnEVC+i9VlJqpZ19n7YtRMPXYe0YB3vHFMwjR8wO2Q4beGRoyBTqx495YVrDBwDzLfJQSFFN7W6Gx9k1T69Tjm7iissknKP0+J6Zu6QelJMNRdMGzQKH//Odkhp4fvFSrqLSPrCCEVn9xN9S2Bp5BhNha49hpb2wVoexysKMSVDY4B6cmBu98/5iC/KUrGTBiamNgDqH1WX8LOESEM5AvYX7FcT65WYt4jgB1CzkDEUJrD93Nn4b5d1U3Yt5joMYaXMjNZnHs2ofXxhYh0wXfTIVfFgFLBxGik8POegxgDZ+OpTIcOpiKuA1nGTmsPXQfUR7rebSGEJzxn8IqGnrG1xFCG098OBFahWj1F/eJ9sA8zU4Ea+6ZWBGTmMBUZklcKWbw4l3zJCbWY4Gbp6I9TZW24DJEMDV86WyRY30BC9niwPYG5QVArlVn6WTIo1cBdWdwMcvGE2ZSkt7B1QgVcWuBopWcW0cIrkU+ayZ+Lrg8xBVUGWpiPxY6rEQMlKSDMD3x18bqzuBiFiGE1sd7GioATiZ4PrVaoG7x5UDUVcXWCLEJigVVHvh+Lbm4FEp1e47AXTXo5z973lGAIzlFb4IbzzPJnz/XKzDm9KDAxpZ27PXSIVpyD69QcYI55hdiOP9d2yGTfybNFvVmKKy4jQk6kQjscG6g7bjBP0UjhFLDdnXVce8kLdILJbFWFspwTRj3tiYo0UV2G6bIX27KYRfl0oNtYmeHxUI2lqViD4Ziy5BeiPU76vOGxY0gC0FrbQ3eQRAEQVy147UANPVEV2HiXqtKoWzs6hXJHv58wHyIE4DoBGnCmFArRQcXB8wKjlnDGdKgYpd/4SOzJK4Eev8s5Ns0FRsailEwsxDrd9RX5HrnToQKE3UFfWcXBz5UVHaNrMDcUDe1tT5HtirA2z3RFbQ66mj+a3QdsnXclW9f6v11s6xCefqW+Dv8zddUXfCqgWCN53wsIigJb+dOVlzd4g8WkQwHkp1uSj67OPChgvMgTJAGDGPWqgJ/4C9dcDk29CBGZemFaL9DK34Yxx2AIDjCGbJFDRpuRNc3VkOuZiby5rGRCl6syPeeTY153rv2UwrmJisQX4LEQQV3K7EAm3QQIfgy4tFhAFNbyJ9vn2OHlApaK2px+1WCIAiiA69RgKM90SxCcD5oOwKqu0OrG2uRz3Tuh2vM2GpwO0EQBEHY8RqgONoznhWRmBgdLDR4qa7zEhPvkRa6+Xoi0KYC6sZLd0rVhxCjg+UPbI9QZgAU8I9QdzX7S4Bv1eLewdMInCNbFMyq/zLk+KAnulJMUKXVhITD21oM5OL5gPkQ+4NN8LV8+4XqFl8ORF1VZI0QnSAtElR54E1fenGRkurWHKFAYqujjmqswhrkdyDwu5chRx2ouBhMbQhtbDe8XjLMStJBMT8VbyQT973DrqdSMpdYTaQCezruawIt/lluuBXtRZobFfTIj3tbFJToIrsLpliSXRSO/EDTQQSp3wbcH7ZYPrl794pWdJ7ZiPuw6O2ELBW9Y9OqAaiss/h5Rzx0mFACbgBiusXJWSk6mP8CCypM1LFSEz5CRdxaUNE+sJhFqaC14qh95AVCCMHU9IDH0nKeuHvbpa0smw4K/sh38tSwXa2odvxrIXTtfT/L+yE1zhyGYnXt/ugyLFffEn+nw4Sy8IeXJB0sJqjSDiyhbvEHi0pmE6XpIGeEBeZRgg6iLDX9vdtitBC377pEd1+K0kHmZyioc4TiIedF/4xg14lpZ7N3ZpwCcMaWIHFQ/Norhw4ihOg4aaoBQF1Xd5QZUjbiPix+pQyuhq/VgsOWgckx4qJvOoPQSsR9XPSAb3t0ULJrzhmZRI8Fbg6Xo70dWiUGsAaLf5wSi5kFI9n6wPYIZQZAEfrFbH3xrVrcOwQaeTFiPwqqu0ML/3K+3zsjIq68ZMpQU8FH7oxKx8AiohClg0ioblp6ORBxVaHxSE2wMKhKTr/I4iIh1S06QqHEZklcyWwhc8UnEqKZrVm+YHfF67dOBwsUB4vG+cJtrdKriWRgnw0TSvbsi/9lYS/bpoNbFJTYIrsLpribdHCWxJW5RWcL8XBX6SCcDbTW1jpHU1B6nhuT3mMVFZaBzUv0kHr84NELmJ6JPl1B9HyE7NarlLxMPMyWVXV3aJW7f6Z1RyhJmpIgDRhW7RjNnaRQYaIOHPFE1kTOlyEV9jQqVboPPza928re6lhPBNpUtVdDqSxfSSUVlo55dSBvuwInX4n2vA0UWhy/QM4xv3VWnkZn0iiTjJBO/SEmA9mOdwcrc0fSCKEsFf33o6WMFB0sJqiSDiylbvEHi0smh9J0kPn5XucI5a6K0mFCqTjifrhWig7CxL1W1XFnKHd6u2U6yB6BKd5+F/+gb07o2YLdQS52vDvIjH/pgbO+EuSGtBHzHgOHLQOb90sYXWcRyiW0O96sZ8eZjnl17G8etq3l6IOJJbhNOijZdV5iEj3+R+DmsZWnj5+mN+jkQ9J5WlUsF2ZZdLCYTPYCZQZAviHBuK+JnenmLIp4h0AjzJ0W1du44QNSjA1yJFOGmpBwePkZlRMDOdiY9B6r4KzQonQQpgXqfvJQdDnYEHXVgjWCFp/gcmFQ5YFHT6UXFwmpbtERCiQGf/M1VRekmhNoORP3vcOOnG9ju+L1W6eDBYqbzhTbHWTvM+QVCkvTQcnAnon7mjZv6bCzCP98s7CX59ulg1sUlNgi++vojZ2a4p9tdzAZMGKVjd5JWnAojuYCRjVo8sXX5qPR+KSvRQEO4+7+UHgsNHjL2fbJYCKDEn2t7IuWyyFHPX+ZzC6NuuqxWktghkYIoeUwcUJlImdo6buDcGHUqcXU7YG5DELMHf9aExnflBnnkfTMvY4zX4ncigON3hgNefd7SisMrse8TRimMvxtLJlBcDniaQacjW44R7YoACf8zZKtl4OLWYRgJuSsOuaNCekgs4XecCk4R7P3TjS2YBJK2gFzJH1I77wzPDYW+s5jOh9IwGwycA4D7/jiqWQ09gfNebaIoEo6sJS6xR8sIRkWpekgw4qq1JbAHA3Z38QqM5O0pcAfuIb3bC5wDgOnvLFV/u1JaTqYDBixyibfk7VkLPoHs04z4uW6PUf3cV+T+HVAETqYjfYcBbX2kUWEVuOBK+auQFx4XWk55DjlCC1z/pKlxr/Qbx7ur8d8p1RA1eL+bjQcHh28fbWt+5+JXGrJxYH2CpDb6mZvhWIq3P1daCwc+uG280L34O+0iMQEpjIjbvBSXXMWfvEehW4+/oy8yN6jyoQcVTpvLE0n7nts3b3CX9JcVT6npTyxmEz2AGUGwASJg6rc6dJqzPtONSuEzVkU8Y6CH07MpQXu6sUDRzJS0hAYtrjTlRMDuViNeU9j4LDhxk9JGkLqF4+2kj3Oy7dPJ4TqXpwSWQ5WkqKuWrhGiE9wpjCo8sCb/ork4iIl1a05Qu5Z9mQTrse8TZs3LDmWlCCN+Xi4HvU25S6SCmxsN7xeMsyKRLzN4Qn9FC0OmBWK2kuD8zRz2RGwlwvnyBYFptJ33x3+dzjU7zZdCiTWyzprkgrsjMGrTjvvDo2FR79zt50PzG6I9JKWWCtL0sGtCkpskV3blinulA5K0YNtYidvFsdHbjt0CqDQOW6PxNMIIbgQInRKoKrTmexf9NgbqpRa5k0x5uYBwOo7702vIPrZMPPuDMCUjbkX1pLfWrXNuOVjwmHWm25OCN8HzCSGPYbaOrzzist+vo3oj1FZlI4P37Q3KgBWZ7nuH4gsCH5sPBt2v1dbi3e6rtgtViIwSUGxMTOHL5tQ1uOXvolSa0uhTxuVCmWdzmi//ne7FlM22XpHI0wyUo35xnBsJkI6dCqg0DtIQX2ITGL4U70KAwAAlc78fr1SayZujeW+szhiP5X/AYTm+q26ZrzNQXxs1lu8E0v/iQ/ftJ9UgMo6s8f/bWQB5lJsAIBpznmvW5Q1+nbi6+HQDzfMbwHwlvnG0NTMr6RDrwAqnYOMLNAc8eZeT2M3xjCAHbfde7LEJrZ9y3xjKJ6GUoIavmHWAIXG/LfhqXiEdOoUQKFzkhGOqYmqeyws/WBxyRTpND6Vl3w8zbyDaairxS+6XHZL26eB2DJEMB1/cJuVw9cjceYKE8/w4NIo0agGyjqdseuLv3c0YGqtrXcsMpiXxtJUfgDxFfZmJ6ist/1jejNl98qIXZPfS+Bh44nvpIq9dMK3xQI6mF0c+FCh/mgktYHQ0hjRqKj/ZIz7Kl86PuJ34aqKGuOnvayhstY1F+hs5by6y7zyBoC6kX2RP4fVn4m3uS+7ZBLDHoOmAgAAlM3O4O+0uMS4pvLrhKTBi3XNVV98RazHQjdfS/Z3apsNFsdVhxk3eR9RMLsU7FABAIShk6vK5/EtDWyPUH4ATJA4wKpUDYbOK67O1pauvhiVzSc3Zq1a1Dt+np3ieytCCMGVkY80+R19LgRtSkiDa9hcm+c5XWKxRAyMC9Nm0s+GiXdUAACAqfSt7791WGsmbg3/z/28VSwXqBuJLgdirnonOnWvYI0QnaAgqBac0An9WmxxkZTqNhxhlsSVoKq63nDR5eowtjj6YgVDYulgpaq+pdN1pdNo6uqTWrB26PVFY7toxEMIoayI4tikVABgR01eT7tSo2snboXnIadT9iX6claT/NQEgZ0/5fx72QW9ING10h+ejfFlKBr3tigokUV266bIs5MiMS0vn3RZ9MAfXihgkeXhtS9St1PAP4avftrP7I1BavbRv0i7zhiY26vuNp74jD2RtT1bomTsMTambxk9DyVeVs0uBjvVDTeiJYslwj8GLEeZV91liCATchr8okehryV2OelaZtrX6RGeZso4sCgnZ+E+peWXIaMI3nQ6mI32HK3/NJz7OQipWB9xQywl0k77oWLff9X7w7D/o/PiN35kHGzA5di3t3sHB/0XujYvrIh97Y/hLsP5gYKLhfwvpSf+dqrlq1dXJPBgAy5P3Lree6Bqmu0Qu0QHITX57Vd3B4dvXThfeHVVxoGFTAdlvB540+kgSj8mbU1KUFGjPW0wnrUSfaUSXmyzm5hXj4HK+ks/7OHplYy9Q3bSe7wSYCcuMXdKpAGpR97WziIF6GDqp2tnrgyKpLqVgRBCkJp58sefSDj5I6Hr/cLTsa0hG/MexwBWf1k2ntcH+YPmnn7BtaJNbFapfsvc863w1pMMGfuFN54OypCx66CfjXwzmhAP/alo/8AelsqQIUOGDBkytg6ZDsqQIUOGDBkyZLzRkOmgDBkyZMiQIUPGG43dooOQTj4kiTMaQ/ELs68PmJSehXkjd4RMMvLtDesp444vlW9M+05iVQW5TPcQu9RjZtr3LlYs2/DWQc9H+m9YtW1Fb2HvmuR3CQdtPFvFdv1dUlklDQPSyUj/DavWKKhrLPX3PzdKiut1NzAZMmTsN3aLDuYuzJZ4f2rfkHmRWNz6jVzOU3A52ks4yceSbwRso1n2UvmW3jGE9IvnLwrePoHUeK/zGrnXb1/Si4kXmR33yJ1CloredTr7du+l2s1b2KIv5e1E8nuJgzaeLWN7/l5EWSUNQ6rHVx15OD6yjy2XEtdrb2AyZMjYb+ziYXE5r9PvE2DiXqtpy7sF23tqa81uNeUEnA20Wl9R9oH1ROCCaefLyZ5PQTJHw44kv9c4aOPZMrbn7ztJqCHV4yuMPLvkI3vR8mtvYDJkyNhX/AnpIJune4sj2d5TW252SzGaTfv+SpJRZamJLw0q0eryW8F+TEGcYexI8vuAgzaeLUOmg7vkI3vU8mtvYDJkyNhX7JAOZhLDn5kMbQ7iit1i0B7ePLKBdOK+x3bRQXQZtTpb7zgFYTr+o5cwa5WnXDevGTQVAFTWd/1zavyOTasGAFMZNrPyZhKhL22G1k7XlU78RKP1y1Aig9BKPHiTMDcqm7tvMsVhsBNdw39AhGDyfvepFqvrSid+BMPJBEpFSQdeowA1uJ1w+0fHgl7nucYaZbvHazqKYXpvLA2p8V4bjlu7icsmbRNTFon/VOT3ePAm0a6vMWxOZ9Rre9/YecXVaahvtHlDczQSndEQP7GYoNmXTPXSZtcXTDUbrN7JpryGy9HeTj1udRFdRu1ppobYapTswmsBqMXtVwk/pwpBejroJdp19QZyVlIyMPnwryY1ABX4X4biKygdHyLwKp3nZ6aKnafT5rh62Xiy0XaHSXoiFONqlOzCa4CiBu8giG8iySecHhFCmUTwmsnc5TA3aXTtLoL4LDizUXoKD5PxH73Eh7qasywboOdC3g6DscPluojXN1u9owkaovR00OsyazXlSQlJMIyyJS9lq44PGmvear/uMWkqsOPeWFas6/TUgMeqq1E3u647G9Wb5ZI2Fn7y4IcBqMaJwXh6bSHytbWuFvf8xMs6JjEeMeNECP4x0n0Gt3a7OnENVkh8J/u6TMbOKy6rXqPtJGOUmKA2qMhtm+4QI6iN2cFrxnqMrX1JJ0eIU7jV5bqIa6pzBTpFjETa3zeRpaJ3bPoWq8t12XiySaRGHKMsPd9lGFfiGIaogTG0ryACcOggvTDWg6swUIETQ/E0TEZu2epULZ6x+T1J9SnwkcSvt206FcPANmaC10x1GFASYTo9XRiCJMQr0XLyCb8F3V/uBTjikpA5hw4WBEkZMmTIEGIndBCmJ/7auFmNe328p6GCXR5Wf3GfaA/M0wjBtYjnCNbcM7GSK0ZeZ+2LUTD12HtGAVR6TyhJZ+aDH9eCWvvIIkJwNeJpqLQE5mmE2HLdWJM3tp4ro6650DedgtS4F1eDJl8crkZ7mtjK2anhS2f7Cousw+WgrRJgDVfvTz364c5gjFpLBs5h2LlAMovgU79eeYgYyxQ8xavavvqLu6G2NfCMqUA/5WtRYKc55dW5M3rHFxdc9+E3myBxoNBY+6apderxTVxR2eT7DSKmdrjaGJhDaH3W3wIOEeEMlN5KgXTM25gvrS0qGYRg3H9KCdiaaZlpX7sz9BKhVMRtOMvMZe2h+4jyWM+jNSQmRt7uArdHuB7zNmEt/tl1RukKU2AeljkFTkF6lIq4T1a2BuaZyu5TX51SVDV5o+tsXzuXUnmSF7fV7HKwoxJUNjgHpyYG73z/mJoX7Zo71CydDHn0KqDuDC7SaxHPEaBuYSrQrD10N3MLiRYZT1bUOLPRnqOVHcHlLIIvRi518mYK5wbajhv8UzRCKDVsV1cd905myxBUvhR6drzn6BFbMAlRNjVy9Sw5K2Ek0v6ex1zAqMaMgSRCcNavBw1EOMVXCjOGQpfhGoaEgTEKLbRzfun3iFsLFK3k3DpCcC3yWTPxs1ht312CYAdOvOB9YQhaEhNvsZYLWqA44pKQeb4F0SApQ4YMGTzshA4+HzAfqrSPrLAfN4PyRip4saIGtxMEQRCEHa8BiqM941mp1QhxI9fzAfMhzhpDJ0gTxgY4XtAPE3VASYRpprC9uvHSHU41EQGxy8dlBpCKDQ3FKJhZiPU76jeXNMGR0+bH7OLAhwoO24AJ0oBhh4ixTJEZ5VFISkQWDASXY0MPYlSWXoj2O7S5NqVP1nirhahkEFtCF9Q5Qi/R2kO37rPIGkSpoLWiFrdfJQiCIDrwGgU42hPNiolRcqljRtXin13ndVfWFDgfFwfMCk77cIY0qFjisjtSKkfyUrZaoE3xroWkeTXUXQ1qrMEFBGfIFjVouBFd31gNuZp7xoWF7aSog5hxwsS9VpVC2djVG5kX/jKI+5pYXXD/WlpQ+QkydeuVb1/q/TXJbCyJG4mUv3ORpWIPhmLLkF6I9TvqRQ4rpVyG+3cJA5O0c/7PvzmyRVHR0DO+jl6GHB/0RFfQ3qE8OigMQeLiLdqyMIhxxSUh83wLokFShgwZMnjYAR0URqjNoLwScR8Xu8pTBh2kw4QScJ9lOsHJWcnFAC5Hezu0SgxgDRb/OCXcLRChgwimpgc8lpbzxN3bLm1lKTpIhYk6HtvID3L36CDKUtPfuy1GC3H7ruvtXaKDCK3+TNQqKiz//fuY533fkw2EshH3YdEGC8UoudTBtYjnCDhsGfgDooWgVaO2D6fKnUL+I0ezDDhy3h0plSN5KVst1KZo16JSYrblNlIjH6lBnSMUDzkv+meEuz/SlFfUOLNUlLlWUVln8XPPFukwoRTZky4tKO4EITXea2tSAoDVtfujy7SokUj6Ow+Q+m3A/WGL5ZO7d69ot0kHpQysLDqI0IsR+1FQ3R1a+Jfz/d69LRC+LToo6YNFWi5GByVkzm1BJEjKkCFDBg87oIMbk95jFbnzGsQJyumYVwcq2gcWc4sWXI4+mFiCZdBBZououjuUO1mjw4QSaN0RSmIxgOmnj5+mN+jkQ9J5WsUm4ipOB9cTgTZV7dVQKsv/phQdZHYo6xyhlyjfoOKI++Ha7tFBmLjXqjruDC1CkW2SHdBBNj9ZvU5vI+fWEUIbMe8xdqFlkKWi/360RIuIschSB19GPDpMpbN+fFbf+tUEc/uwrCnkPzKbrNWO0dxZHhUm6sART2RNcndwi1IqR/JStirUpkTXBYd6cV/TZjY45qDz7XfxD/rmChdg8fFIGGd6Jvp0BdHzEbJbr1Jysz/CuK9p81Q6N/7FudKC4kxw5Wl0Jo0yyQjp1B/CTvqeTIoZyYtxCX/nAM4GWmtrnaOpwp8TLMqhg+IGVjYdhOvRGw1A9TZu+IDcWza4PToo4YPZYi0XoYNSMuf8fhMLkjJkyJDBw04Oi1dj3tMYOGy48VOShpD6xaOtBHr/LGTugWEq3P1daCwc+uG280L34O90WYfF2aVRVz1WawnM0AghtBwmTqhM5AwNJRYDOkFetAXnIUIoE3JU6byxNHOZBjT54mvz0ehzWhhJ5wJGNWj0xmjIuyAoeIrTHVx64KyvUlsCczRECK6Gr9U0i+sOAAAgAElEQVSqzORMuth+Zx78ZsUXjGwycA4Dpzj3EdljoGTgHAbe8cVTyWjsD+6t/HLpIIKLA5YKLLe/wl7HBKoW93ej4fDo4O2rbd3/TIiKMRkwYpVNvidryVj0Dy47hPTMPyxnbsV5K22ZU+AuYwujTi2mbg/MZRBiNjJrTWScRlLLqlQXUnSwHMlL2apAm1Jds2+E6P1PIesR71TbBhdZyazPka0K3sLPgfh4JIwz0dfKNrscctQf807mk4Ezp9Kq0867Q2Ph0e/cbecD8XkJXSwOfKgADZeCczT9/GfPOwqgsQWTEM2SrZeDi1mEYCbkrDrmjWVEjWRFwt85k0oGjFhlo3eSFlxvzaOs3UExAyti5wXElJEJl+XvEQQ+sjhgVihqLw3O05nkz5/rFYC5sSckc+I+CIu1XIQOSsmcd7tD6N3r8UCX+Uogvof3KmXIkPF6YWdvFtPPhol3VAAAgKn0re+/dVhrJm6F5yHKJIY9Bk0FAAAom5mXTHMZaN8y3xiamvmVdOgVQKVzkJGZ2PANswYoNOa/DcdXEPNsbR3eecVlP99G9MeobD7ZrMZ8Yzg2EyEdOhVQ6B1keOJep7bZYHFcdZhxk/cRBVHurgzA6jvvjT8aue3QKYBC57g9Ek8jhFB2KfRpo1KhrNMZ7df/btdiyiZb7zgFOU9NP+d0F08jSCfuuw11tfhFl8tuafs0EFuGRWa0wOUlvMHkZzoVj5BOnQIodE4yktxYGiUa1UBZpzN2ffH3jgZMrbXdiVJZmLjXqsIAdtx277d8Qmw2xywjsecSkonk3mNdDhOtRHg59zAzlyMYAACoG9n3ELPJ/gIxMlfKQGW97R/TS1OcHlOpkY/UYBOqOvzj3ugyLD2FJ0scicXTENHPht3v1dbina4rdouVCExSkD+70lLqHYsM8trcouQlbPXBbVabX4/EVxBCUrNDCRIHWJWqwdB5xdXZ2tLVF+O+JboyYtfkt7rzkJxjYlHUOOe/tWqbccvHhMOsN92c4L2IylEodtTke0RBydGyyXcAwDTnvNctyhp9O+EPL/yffquuGW9zEB+b9RbvxDIUN5Ii/r45loUQoVMCVZ3OZP+ix95QpdR29EaXc1+Qcpm7o6EfOErMihnYs2lxOx8J3ee6KtvRyshHmvzG856B6yNpmEurBAB21OT1tCs1unbi1vD/DAtDkIR4pVpemuIHMZ4Y4/9Jish8LMxx2OUC796gxj6pVzQSY0t7LSEZMmS8LpBrFsvYKujk8Gfd/TPsZb7Z8RB5qd4YSL7qYb0aFM3utjF9y+h5WHBtUEZx7NzAMtO+Tk9kj2v2yJAhQ8afCDIdlLFFZMd7jp4kwku5y2qp6T7PJ8Ni56FvAkTpIFyOfXu7d3DQf6GLubIpYwvYgYFBavLbr+4ODt+6cF7svqYMGTJkyJCATAdlbBVUjOzUKjGsRvuu4X2T9VOyIPvJm4L8me/1/ggnAXl20nu8EmAnLg3+/oZKZkfYvoFlY97jGMDqLw8m5LclZMiQIWMLkOmgDBkyZMiQIUPGGw2ZDsqQIUOGDBkyZLzR2F06yGS5215eK8GzWWripsX4nk5V0+J/NLn9ZncyhoOLjWnfSayKm3/uwIGej/TfsGrbyAT9Ggn2oGKXBMhTigwZMmTIkMFid+lgloredTr7Yult3OLmP7vxxHfyBBGen77bceZGeH77zUqAXky8KFxZdzL+fQWkxnud18jYK3x3MvMisSjNKTZzYeTqaAkEKy7/HWOPmn31KNMyt6SU1wp/Ws3KkCFDxoHAAT0shrN+vUhK593CeiJwwSSRHERGOYCJe62mvsLabhxIl1TZK/m/6WrdmVIOMt50zcqQIUPGXuOA0kGJCh+7giw18aVBpZLKFSejJNhsxmKlfjmQYh57JP83Xa07U8pBxpuuWRkyZMjYB+yEDtLJEeIUbnW5LuKaapycScd/9BIf6mrO5habTCJ4zWTucpibNLp2F0F8Foz+FrxJmBuVzd033e9pMACwE13Df0AEOc+uUZFvXGatAii1ZgdB9I5G/sltFlKTfV0mY+cVl1Wv0XaSMQrB5Whvpx63uoguo/Z0rrDEj17CrFWect28ZtBUAFBZ3zWUhAitRskuvAYoavAOgvgmQuWrv3LGsC75OEIILsf6HC3GDperXac5aSPHJoL/5Th3skZpue49p8Eqj3snswjSifse20UH0WXU6my9TNn4LBW9Y9O3WF2uy8aTTWw1AoEYmaplz4Y9nTbH1cvGk41M9Qsu0tNBL9GuqzeQsyg9HfS6zFpNs+sLps4BVu8cTtIF3xd+5/7Ur722JiUAQGX0sYfOkE6Mem3vGzuvuDoN9Y02b2iOlaTjg8aat9qve0yaCuz4/7rd68BrFKAGtxNuf+SlmPwRh3ms8wyDL/+H8f/x4IcBqMaJwXh6bSHytbWuFvf8tAC5g3eea6xRtnu8pqMYpvfGVkTEKKLWTGK4x2a7TFw2aRvZ2hgweb/7VIvVdaUTP4IVMCdIjffacNzaTVw2aZuuBhMZhFamBz636jRYs9PrbFbmK3/A9PT3Hqu+BtO7vB83KjEAKjSmryaorNiA04ieC3k7DMYOl+siXt9s9Y4m6I2yW9D95V6A7wKF40xFSb5SxC1wUynphbEeXIWBCpwYiqdhMnLLVqdq8YzlS4zAhZ88+GEAjtkCkzORm2aNYvPLv3oMlVpidCEjogjRwfPsxxvLijmClCULNZsR8Zc8RF1MhgwZMmSUwA7oYHa85+gRWzAJUTY1cvUsOcsvkArXY94mrMU/u47Wx3saKhSmwDxEbCVWzYW+6RSkxr24GjT54hAJSsHydwc5/wXnBtqOG/xTNEIoNWxXVx33TmaTASOmNgbmEFqf9beAQ0Q4A3NP1Vn7YhRMPfaeUYB3fPEMQkUqSXDHIPU4PT9gO2TonaEhQi9G7Eex495YNhm0aQDW6Lwfnfih7/vYMlz9xX2iPTBPIwTXIp4jWHPPxApTRRczBpLsaXgDEU6JiTEVcRvOBp5BhNDaQ/cR5bGeR/zKFtzipMy/FRpr3zS1Tj2+iSsqm3y/QZHvc78DFPrPf05m6PnBS7WKSvvICkJo9Rd3Q20r0y9anfK1KLDT3tgqQtnlYEclqGxwDk5NDN75/jEF+VVixeXP3YgqrPO7KX+4FvEcAeoWcoadb/OnYX5VN7gctFUCrOHq/alHP9wZjFGzImIsaHY14jlxNjAPEUJUxK3Fjt2YWFuN9jQxZWRhavjSWcG5ajYZOIdh5wLJLIJP/XrlIWIsg/gWy5b6PWILzkOehTA1ajG1bXARFg54KeI+WdnKDIapklzV5I2ub6EFSlgGunCcgtK94hbIVQoVcWuBopWcW0cIrkU+ayZ+5ld1g6vha7Wg2hR4BtHajP8Mhp3xz6whRM8HLp4NPIOi9iyir7UC+xF9UNqSuZoV8RcuxIckQ4YMGTKKYwd0kKmqqXz7Uu+vSfYnOHexYf7d4p9dl643z/27VG173n/BuK+JbZM7kuXY0IMYlaUXov0OLX8AYg1K0sHC8Rc8Dn/zNVXr/U/5fIs7EYTQRip4saIGtxMEQRCEHa8BiqM941mUpWIPhmLLkF6I9TvqmTEUijEVtFbU4varBEEQRAdeowBHe6L8/UHeFLj/Fpa6F/s+7zub6sguDnyo4BwjwgRpwDCGahSc3fOZR2n5888oBfKHM2SLGjTciK5vrIZczT3jwjoewkmJiVHY7ELQWluDdxAEQRBX7XgtAE090eVEoE0F1I2X7kSSIu8lQCo2NBSjYGYh1u+or8hNUECzRh3VWIU1mBIevL4MOepAxcVgakM44MUBs4I/X4MKHCLCmbJb4PdVxjilLJDfzhzZoqho6BlfRy9Djg96oitCiaxHvU1VihZyDq7Pka0KoDjifrgGZ8j3LwdTG5KKKDDCAvspQ4PcRrh/Fwk7XEi0LEOGDBkyimJHdwchNc4cOGJ17f7oMuQtNsyuz2HLwB8QLQStGrV9OIXQDukgHSaUm5t8eWSp6e/dFqOFuH3X9fbe0kE6TCgLt98EdHAl4j4ueosLUr8NuD9ssXxy9+4VbW4MAjHSEffhkre7dp8OUmGijnerjA4TSsDMogQdLC3/onQQbaRGPlKDOkcoHnJe9M8U1PgtmJSoGPl7SBH3YbHbZnA52tuhVWIAa7D4mfNT7v+mpgc8lpbzxN3bLm2lOB1EsySuxIyBpJAO0gnSCJhNO/6AmU+cwWyKOl1mC0IBlh6nlAUKxvxixH4UVHeHFv7lfL93RuRYdX2ObFVg7/omf/G+d5HoaADV3aOTt9+7xPiyhCJK08EyNChFB0XCDl+Hoi3LkCFDhoyi2AkdXHkanUmjTDJCOvWHsJO+6Q3BovUy4tFhKp3147P61q8m2AtwO98dzB0sIoTgcvTBxOLcvVbVcWdoEZbD59DOdwcrFS1kriJqlor++9HSMp8OpmNeHahoH1jM7enB5eiDiaWN2UBrba1zNAW5YxCK8cmk9xhLo7ld8LcHd58O0gnShIE6R+hlThhhQqk44n64VooOwkRJ+Reng4i9TvD2u/gHYqVmBZOComLk/3tj0nusosIysJhrDVKPHzxa+M/Tx0/TG3TyIek8rRKm8VtPBNpUtVdDqSx/goKt0N98TdUnfU82hNQqE/e9g530TW8IB8zss1Y7RnNHsVSYqANHPJG1clvgC7CccUpYIBT0CNejNxqA6m3c8AEpxgYRgosDloqKt3SnznijmWnfSazqrTq9kzESKUWUpIPlaFCSDhaGHe5wJVqWIUOGDBlFsRM6OEu2Xg4uZhGCmZCz6pg3xqODkJ75h+XMrbhwkdkRHWQPFlWnnXeHxsKj37nbzgfi84FzGDjlja3y76hJN5gMGLHKJt+TtWQs+geXEJTDJplTs0N6553hsbHQdx7T+UACCnYHmfthmAp3fxcaC4d+uO280D34O50MGLHKRu8kzbv8VyDGTMx3SgVULe7vRsPh0cHbV9u6/ym8Eb/7dBDBpQfO+iq1JTBHQ/bemMpMzqQL1IGYG1qgyRdfm49Gn82Vlj+fhYjIn5EqlwRz1cKflLgYBc0uTflaFOAw7u4PhcdCg7ecbZ8MJlYS5EVbcB4ihDIhR5XOG0tzupkLGNWg0RujIXtfkEuz9P5Z5uZfzNtU3RlczPKvQzDnqg1s40L+ujDq1GLq9sBcBiGEVn8mamtNZJwuvwWeAKXGyVXKH6uiFlj4ZjHjUFziKMTLkKOOvWLIfPmIJ7IGiymiJB2UelDKSnmafVIQdjiDlWpZhgwZMmQUxU7o4Fy/VdeMtzmIj816i3di6T9sktu3zDeG4ulsauQjNdiEqg7/uDf6bHr4b2aNAmjMN4ZjMxHSoVMBhd5B/jo7tfnsjxMT92/aTypAZZ3Z4//2Iee/huLpDTpxn3nxMPeOJ4JLo0SjGijrdMauL/7e0YCptbbescjg5lNTM7+SDr0CqHQOMrJAs9ePQGW97R/T+by+m0l6mTH8KPk4/WyYeS2afRU0FR/5mp3I7QdxtsFMYthj0FQAAICymX3ZFi6ECJ0SqOp0JvsXPfaGKqW2ozc6EeCJcRkimJ8jUDcWvh2Zjg/fMGuAQmP+2/DEo/y/p+IR0qlTAIXOSUaSUPT7vO/Ep/LqiKfZfutq8Ysul93S9mkgtgwRTMcf3Gan//VInLletp4ItKkAwOo7702vlJI/T5jxNBSX/8qIXdMdWi1gg+n4yG2HTgEUOsftkXhaUozLUNBsXk2YspF5/Tab7O/UNhssjqsOM27yPuIfFmeXQp82KhXKOp3Rfv3vdi2mbLL1jrPvzVRV1xsuulwdxhZHX4w5oGSoVaWqvqXTdaXTaOrqm6Sg2IARYgZTW4t3uq7YLVYiMMl5z7dkC1zLHIqnaYlx8pQiZoGCdtj35FdGPtLkdy4LAdcinhO2wUWIENpIjVw+4X7IHueLKmIsPCwcfIH9SD0oZck8zT7rF/oLd7AStiE5OxkyZMiQgdBe5h2kk8OfdffP0AghlKVmx0PkpXpjILln/cl4rbExfcvoeVhwbfAgQHB3cBM7z+F3ELIAZqZ9nZ7IKyxvI0OGDBkyXj32jA5mx3uOniTCS7lLfqnpPs8nw2JHgTLeZMDl2Le3ewcH/Re6yDnhK8UHA39OOgipyW+/ujs4fOvCebH7mjJkyJAh403C3u0OUjGyU6vEsBrtu4b3TdZPycj8a1QJQcY+ITvpPV4JsBOXBn8/kOaxEs+dp/f0R/LJsbkHrz3fRha2Mfadt7AjZGPe4xjA6i8PJuRawDJkyJDxpuOAFqmTIUOGDBkyZMiQsT+Q6aAMGTJkyJAhQ8YbDZkOypAhQ4YMGTJkvNF40+ngxrTvJFZ10vdko/R3XzF2b6iZad+7mDAJ8+5h44nvZJUwP/AOQc9HSMKgOftKX8LNQWqCvEHukZC33mx+tJBORvpvWLXGvsJ6OTK2gY2Y9xgAbF1BFumYVwcAqLAGU4hNhw5AjTW4kH8sFbRWAMBkTGT+DQAns30ObHodQfsIodWY9zQGuInNN5vFVIYvcwn/2TGmghcrBAPg9bKaCPd5bEZdnQoAVZ3e7Lg5FGdbYOfCSRZ2yRua43ogTD8L93lseL0SYMo63ObpCyfYZFEbs999ZHxHe/JzNkslQgjOB21HADfXPYJrkc9Pag3t9tY6II4Ka3CppJx5EPsvMUUUGTzaVC4LTFlnsHtHczm/FoLWGgBAruQ3F2y+J35fG+lEuM9zAWeEjF/w9IUT6c25MDo6bBCmvloIWmtysxboAgAgSJsqNs3dMYk24vaDOJXNNZ6Dsh633wyxN485Mhd8jafLi8GlqIhHSPWY++/1mLcJA6Can4lM1LmKCkTMYVGRv5chwKJ6oedC3kt4nQqAihpdp/fHqZx+M4nQTTterwQAqznV6R2KU1JpX/cV+0YHMy8SiwdgJUcIIUQvJl6wqymkxnud18jYa5BoY6dDzc86S0XvOp19sfTevFAKl6O9hJN8XBCrtt9i7q2L8l/ChfSL5y9EatruynBEJygY5B4JeevN5kebey1GrHzinmEvFfGqsYt0EGCnvTEuu8stgYWr1NqjnmOVAACgZtKh85sFlfWXfuBkKi229kNqkrQdxwDANIbLf79Nkre9xIe6hq5cs+xcFDrH1+Rd/3VLHQYApnWOMq9UQTox6GxUA6DWWj713f3G527TKrF8mtXUsF2NAe5Pl9VRRzUGeER2bcZ/BgNHO//30PckSZIkefdzs0YBgErnuMn8oS80m9l9Olhq8JvKVegdX98l/R5zXSUAlfXOB0sQ5ekgqGryRnl8cD3qbaoCPDqYSQSvNioxoGy0uG/evXvTbWlU5pOhbuoIFLxRJ0IHFTrH14xcyMHoywIOIUIHd24S5samzyKrMNc4o5qvr5sbMACwetfoUpYnc7gY/b6PJEmS7O0xv8Ubc99PsxmhRxTrkcXKRE8zBgAAR9gs/eI6FcMu0MHiApTWC1N9gEmfTH5z02U6fe2nFEQIZZdGXfUYwOos1/1379680nLaM5Z6k+ggTNxrNR2QPYn1ROCC6Y2rVfC6z3qLOVngbKDVuu9biQchj2BxSCXN2TO8GkXsE3aLDipqag4BRS3xc54Pwvmg7YiipuaQsH24GuquBjVabY1wddxkluCwwRfN/VaRXvvhH8NdJzCAqS19M2nRnXwBr3oZctTlydz6E3/LYcDb08pSE18aVBhQtfqnVxF8FjBVA1BtCjyD+ZEDAEC+sA3zHYU5sJl2QkxipeVcbNhizZYcvLDT3ODZDaqFoLUGKA7VHFKA2mvhPHHJLgY71czf2b7g+rS/RYUB1fv5lOlwecL7vgpgqhb/9DrM00EAgMroy//gF6GDYvPlQJwObt0kzN9McTbnsnQWFjbOkntmr1d0eGUooniPDFZHHdUVNdrjNQBTs/nwxZoqQyDbpYNFBCitF/bZwk1c5rdExTHv5EE7k9wPOgipR17D4f3dk5AC4/OqN6x01Z9g1lthWmy03X9aJtNBPl6ZIvYJu0UHKz5wXmmq4u72wcS9VtXRD4mLDYL2mfPWaufQv/5yBACFKZDng0xT77adr6/k7OFJrf1wNeJpwABQtQUSUvk+BUsd85GhgwJ6tAkuZWR2/jb3AqmIWwuq37Oerc1vha6OOqox3iz2gw6WM3hhp+xHLh2sMLqu6DAuKYezgVaN+sPujxs2++Jz6E3wuBSjo+p328/WY5v7bWi36OCumYSgcfbjTuhgOUaYXQx2qkGdY+if7iOKkr8cio95e3SwqACl9QLj/lNKACobiH8t8o5HGL8AWMO10cWDlWp3B3QwPR30Os811ijbPV7TUQzTe2NpRD8b9nTaHFcvG0822u5EqSxCqSjpwGsUoAa3E27/6JjIUyiTCH1pM7R2uq504icarV+GEhmE6OQIcQq3ulwXcU01Ts6i9NSAx6qrUTe7rjsb1QAATHPOx/7kyiSGe2y2y8Rlk7YxX5YKUpN9XSZj5xWXVa/RdpK/hsguvAYoavAOgvgmknwS9BLtunoDOQsXxv5q1ABQjROD8XQ2HR8k8KO6a6MLEIlNio/CL6Snvvt/7b3fbxrH/v8/f8DecMmFJUsIiQtLVmT5wpEV2ReOEiHZUS2EnEQIR42w1UbgVoEm8o8qAUdho7ZYbck5LWrNN2lwG+T3CekJJzVN7JyP6YlpQj42ckkNeduNaYxj13wwB+zFM9+LXWCX3cWLjZ2k3edVfrCzM6+ZZZ/MvOYxluNyADDlxTszjz2mw1iTwe6LpOFaaKRXrTFa8QGd8nju6LAfHbheKeuwDl/R1ksBqGoe+GFu+luTUgEAJtdeC6chSkfyVUVoPeobxvWtsvbBYfIcNuzoAIn45igfoVSI1uqRyeAPDvx9VV0+D48r+OmIz2HVK+vbrV+Qx+VhzZbxePFLHSanR0wajXEQv9ilbCPXPtajvmH8rLpO644JbBpv90Eidt/W9bbBbLX2GbTKAxxOiyueqZB7QNMAQIOm7zLuYh64wfF5YvmxQ6fAgFSD34um0Xr03iea6o4rD5cg97CkN5Cvkpvp6I+5IG9yBeFe7gzBTMx3pUs/YNa31avOWnH8U9887Qup6BGYpxVLcPbR/blHI6Y2WWGaoai2NDvIOVQ4H2pa+IjYpMN0Wtd7ydqrbW41OfyLBNpKBm+YVLVk72wtjF3RNWOgCQ/8P3ZHFD+P4SRPmYJHDtezCeP3Bzs6jdZLvZqD2F56X8Z6IiVqgaw8O2j8n58cxzFQb/DGIEJUdmDN4L8ffVH0loLxOwa5pMY8mdp4bDsoYeSuUUXd/W3q4xYMAOrAcb53fzJoU4IiQ1ks5quOPLGamu3ju5xY8uglufm/rYjzGJabC9wMOdpkCtOd2Vt6CSBzoOFGcOggYOZDl7CDJeLMVW3a+l1+DZosVljlGRaBPFQ9fwlp1D74509ftGGY3HAnnj/QHGsy//vfhSaQ3VSYIs2JmjqVHLQ93sj30dgvU3gbBjB5l3uegJVaLK7YkGAWDhfdnRKQ82c7s4MCBiGMeQ31oGbQn0oEbUoAFJ3uecjZWE5VxA6WCmCJfsnNN4OqZpM7TLMN1AQZAFjzeXf4NTpCc1ezg3DNZ6oCWMvl+3NP7n47Fk6uBm3ad8hxv/HYdlB22P5kA6GiOQnWVUQqONRSZaBc/2bY2SHH2hzh9LS98aDJF4com5i4/I57AVHH0kvqjaORZJaI+4fUcqDo9a0QqeDQ0XfIIZUM2pTY4aszGxDBRW/PEa1rLpfIUn3EMZuNuTWFg+0Z59zDeVcHJm2xT28ihLaeOjW4PwURSvA0Ki+eDxDzHkMDUJi8L/7Xe27APZ9GCKG4R4cpdJ5FhDYXXJ2gFg9kIEKpsKMDgCbjaDgJE784TkmAXD3kjxOZJd+FBtDQN7FSVFVEzDpaq0D9B6ORBExOOzQK0OaMQr7yEWK0mrwdaa0gd/A36aHeTP4yrJFUtTl/ZQ7cbNxzBsPOeOJZBJ+51LJafCqTrxvV3YKaxt196Sf21pbcL+/1kP0tDjvI3V7+WTruz5M/196yh9YRQluRaxrLZIo/MowG8laSHmR2EE44o5nc+6PTtbCJNqftLdLir8Us+xFg9B2rj4BE/dnDeIZYGutvkFT1TawXdwftSeQZKqzHk/bKSf1sa2nopl5sqTlnp4Sa5mEEnAjgMtCEB5LFHcH5PPKWKWTkcD56qZC9rcrkW4MIJsb739nDHBXmbgOGyrSDvrV5VwcGsA7XPCSnjqoP25+ki99S5EAl52PIaSdZhysKacVKjb4ESoadOjkgU+AJnnc/lf1WcraJ/qr7bth8XA4A1vpZMJnlvzy37knWmTRD2CnX/Aacd3VgNV2e51uFlpLNUdroP9lK2MESceaqNpfIYgVVnu5Bbw5fVMsxgKmGgn/AfPSk53xrc64OGdlAskeww1dn0rQmUCuGpeNPsxfpkFObX8WuyFaSyg0Jeu7gza/M6loAqluHAkmIdmoHtx+EcN7VgTEmpKlnhN3YUnXepR0sEcDS/ZJNRr43tyoAwOTqj8dpwH+YfHrb3C4DAMhP4OPPX5PVk90tFhMBXAZkeIBqTMJnlDZo+i7jOI7j5zV1EtBoD2VR8RJV0VXohVdfS1vAImLuLgy04A+nPd11QPZW/8ijeH6ulWnmyDQaoy/kMzbUac7jOI7jl/s0DQC02UMpGHW2gU7XAnM+llEC86/UQsygP7W1EfxUZXu8UapROfF/AC7d6VFIDzSd+NAXy2eNhO89CCezxHLotlmZe1PyvU2Z1WPUnB7SZABvogLKXX7RtfTb8QQ/kGBcUtxllGAyfO9eOAkzy+Hb5mYph+cQ1LRlru5Lrnjfl1QNTKxDVp3pNdg+ngI+j+DKmEkhqTFPplAyaNPbgslSkSk0MB4JgmAAACAASURBVMtfSb4/s90SOURpnVio7QLrEWA2jbeP6F3A82e+ocLT14hsLC2qMObWYlgtPpURZge5nscdlElrNfejR27tVLT2fxuM7+2BKxVbLDb6EuQsCHbcEU7EvUY5dtwRThWXT25TkHc7xh8GAj/9YDshAYD6iYLor67cb1FQ1WwZfzbG+e7PWT3GL5CcHyLrxn7VFSYjOS9HhQk2qgTSszb2TbxY8uglpG0iWyHRe5b+19NVU8gjpKqwD4vFgirP8qC0eanCvN1G3GuUg+o2R2gjfscgl7U5Qpv0e1F/5psdJBPI6LNNkFj0GBQYwJSWydBYRRaLdzUk2IXThkNhO/zO7OB2d6Q20dfpHL5AIDD1g00toW262lc7yBfA7fsFJp96+o5ihVTR/H8kIp6BZgzk01VfuSppB7NB2wHuPKGSdpAI4DJAz2ci/1/jXoDJaXLlC2s66yIXEDnMnEI3+j+2AxyJcUQAl1HTMDSVsIMIpgJXGsABg3d2Cj9HbojjbxSlkh8gf/429HjzEIlsMvIvm0FnwG/ctL5VeTvIXT6/HeQPvhA7iGAi4h0ydL6H37xhVXJNQQlpWjbI1X1F9ojP4W0fTwGfRwitBfAjQHrW+9skfvp6ZKvUsKQ1sEQlhdhBcrHsgMH7O0TLPmO9om+86DuF9QhUzg7yhYLXDiYDeBMjqoUQCbKDXM/jDsostJr30YNroZHzShkGsBaDazrJ/aapgLa3KVT+EMMNQPpEYOF9Q+ZIVbd9MTrcISfXH4t3MwSuNLAnvPJvR/qrCyGY+AlvqQKg/pSunTNRbGPm6mGsCJXCbQelRl+Cot4c6HQ93USokH5XtLuZQsnkU+W2EhMfKoDk4Ce3vzcdzDlXcomwse+u13ZQWpxUt5+5gyUrT7tpJubpkTNe54V5O7gyZlJgWNtn/xzuxORGb5xg3ovKHWTsgaB+fxblDuabnE2QS5OK47oTNRWzgzscEtyFw9itbtq2mx3nDm5zx9RDvEHCGvG53dz7bAe5AyioX3LdzZwIR/khR+YMvHpV0g5uhR2HqXcbqWwy9J8nq9lt7CCcd2vl9KxeIoDLgNIW/P1ZaD6NMvGg26KupTBvTDMHo8427KTz6WPHYanU4M0/bzD5y4MnL7eizjb6Tzq4Fnows1rKDuYgbUfa1e+Okg6Ov1G5K/g/AFcfDHafv3i6DtRfnCD/JXarW37E4l+BguxC2XaQp3x+O8gb/KQAO7gZ8/TIGy77E1l+zyGgaVuzXN33POxQgYJ74HZ4QuIp4PMIIQrreER1/F1ywJSITKGBaf5KCutf+EdwSIXJVcYL76i7r80Up6Wusx6BitlB3lDw2kFyfpQGjSMCuIz8IhM+O1j0PD6evllumYVW8zx6RPrZL8/SW0T8sdtyXL53fE1BNoViBOaywfL/knul0d83qYd4gwQ7UHcAowLCKJ98c1DrkmQAyRmmKio7hfnqKuxpBYD7lQkXvT0NANCxavx2kJ31T23OzS8XIoSyyeBnrczZDrjk6ZIA7NjJkzXS3DuP/BUkaTj99lsYa9psX3cWl6o846apn20tVQDUdXsWGIvFiS3qlyRWU3egirK2TMdD9UJhoTn31BfvLKY3ORVxdctJ81M5O7ijIcFXeCJoO4YBTN59K7bzxeLSdyR/INHSIXLTt1Q20b7bQa4AluiXjbU/ci8PKoWUfK4hsbZGrSdRP41YO41ekSq6WLwZdnbIgbzTdmcyEJgcu3G5Z/CHGAERWvToFKDNGd1YCoVeEMXvGxLD02DwzBMIIbQWwI/Ku9zzxLy7+6JvJYsQzPgt1eQ3VMytAdVq17NcwvWJGtPYCkzNOTsl4IDGdtsfmPKPXbf0fDQWy1C5z/Ljlpv3pgKTd2w973kWYNyjw6ranE834uHQ75liO4iyK96zUtDYN/ESbdMotM0HiHnPe+8751LEvLtLLm2wTCZgNu45g4EOWmpUZe0gX/lkoli+1eu02/EFHwqwg4senQK0OsIE5E1QE9Q0zu5Lb4YdbRgm1/59Kp5BcC041A5YS4087SX//YQzmoiHwr8XOos/Pggh+LvXcAAoPpygvhH4I1NoIOSvpKDZQWL+H4ZT16OM9yFdC6xHoFJ2kD8UvHYQwdUHluZqhcGzSEBqsorKrSbXfFv6fYsE8eLh0AkJqCdTHhkdsfG/7Odxi7dMASOH+9EjYu5zVDZnxm+u5kqxqpCE2BQYvzfQXFXg233yThN99yjjfUM6xcL6L718GL9jkDM34TK3PrBeXQghIj5uacZ43v0IweS0y9BCQ75RMDkuO1iYPFP03FmCCCFIxO7205tGovuK4HnU/ChgTI1Q+2oBY6MoFdN9sYMCKs+8KWlNAFCYvEsE0w7mCJG8i5iZ2NjFZgwwuYMAa744xuAOFpGZSQJLsR1k7I/5V+iPoq+ObexgWUNC0/e586b7O+fnfdpTw+HNYvuVm/Ei1752agdL3HFj0WuoLxoh5K8LaiwxOIgU2PBfoZUSvy649iSNhf7I8v27gADy9QvcjLg669sMtuGb7m/sxjZZ3v1vPnV1NisNHztv3nTZjUoZ9qdYLE5HJ26YVRIgUZlvTETTCFG7LLUHMQAAULRaxnK2iQK1Y829t6afsK5CCGVi40PahiZN7yVr33s9+O1wMovQ4m2jql3TY8Yv6NUGCtoUc2sAVi1v0fZesvZ2dw6MUqnuxPNxco8tA+9Jqw/W2OV8koS5fCxQ1Wz6R2R1bvyqvh5I6vV/H4+uU3VJPcTf+piGkuJrFCrxAbj8aMR8XN7U64km09FbpiYpwI4Yr/0cX5nEWxVA1qTSDXzx5fkWTKE0jUwFx67qDwFwSH/13tz8I7dZLQFyldkdnA8XqjfzhFbVFxRPuF5/dTw8H3SbVXIgUZvdQa7yvw0ls7RWj07P/Ji/XTQNuYOfjhZuNxcNui0qCZCoLO5gnNb47Kr/41aZRNak0vV9/mWfEpO1mUYmg4W6za1SZOaSTYuu83RfJjb+sZr8KSZX6U83y5R6/PrUMn3NZZW7vdRaBnbEdOtXxs5Yns+T/5kKfPwWnf3GPSzXacGPprkr+XBhLt/wH2doAWcEYTmTmPhQUVgEkTdpLuQ3xSOEWI/A6n9p8YzSRy+jj6JzhRo+meH+c/S/nKGIP+V6PIuGelOD5pzV2mfo+dgTzm/hz+2Vqz/j+Nwgq1OfxV2BZYLZEVzPI3eZeaZ36ZGT5Ho2s/Hbvcp2rcF82azXdBWf9FBJCbMpkIg/zp1IQZ5+cXtmtWg7cM47Lro7JYUJVPp65aK7W1LYepwrmno7Npn9f3C9ulCO9cM/g0KshMdHbKa3lXVSAKR1So2+/zPXRIRrfwDcjIx0t6q0+it3ornJv/T8A+egXt0kA5isqUNvvvZgYZ0Z70zEeRIDRVQXcgmVti2gENP9sYPbV56VuPnU1d2u0hoG70Q2GXaQ2nNdSKTjuNdWeuGB06xX549+cT5YKD6VpLiPqGeKdytJ3rXzR2+HQ2I1MukeooYE7aCa4nalIq73WlWd+sF/Rjd3bgf57jj3y0inJL9rO195ckYcqzFPpjiOP2HB/DjtIEMqRzjN9+8CAsjfL0RsyoXrW+swALA6tXHo+9y2vExs6ltcf6wOAwCrVxk/vf3abC5+0w6pK57MEyXqzRURH/908DY5+5hNLkz73f3NOk/8VVdLlChRokT91STaQVGiXpGy0/bGY3hgNZdRlIiMDn00/vtr8ktRlChRokT9dfRG2cHCCubntxmrlqJEvYlKht29ShmG1SlPak93GT92B5fYGXuiRIkSJUrUXuuNsoOiRIkSJUqUKFGiKi3RDooSJUqUKFGiRP2lJdpBUaJEiRIlSpSov7R2ZQdJci/jAPLtBJNPHIYunepA8YEtb4wgEX/sxk/Va90xlMNWk4hsUaJEiRIlSpSoN1C7soMwOT1iueIOJ7f/KKVMxHlSjk+lIjd7Tn0RTJWwg5mXsZV9SqsnVmIvhZ9bkMPO5Q5+DY3gFvcvewW6FSVKlChRokSJ2mPt72IxfOZSV3MeeFD8wdit7q7R2HYfq4Q2Y54Pusoj1zDP3BMlSpQoUaJEiXqTtb92kP/8K7ooGvt++K1scuZrrVxeJshQtIOiRIkSJUqUqD+PdnNIXcTnwM+qmrXuBYTWo75hXN8qax8cJk8bw44OFAF1k0GXVa+UAIlSfxm3ucZ9N0wqOcmU3pr3XelqwkinmAi5zZo6CajT9OE2VzAavNGrkmNA446hzILPpmuqAjI8QKxHfV+Zzxyrkxk+d5ypx6qOOGazKBMbt5tMF/GLXcrW88zzvhBCCMbvD3Z0Gq2XejUHMY07lgq5BzR1QFKnOY/j3wVjj3iqhBDKxMY/7dL2mPFLfQat8gC5WLwe9Q3jZ9V1ZB4hgkTs/pDpnBkf0ClVppHpJEQIEfEJvENjtFrPaeprRIC2KFGiRIkSJep1025mByERdrTmzwghZh2tVaD+g9FIAianHRoFaHNGi+xY0ewg/YgRxn8VTb/R/5oM4E3U52DcZ6oHWKvlfmjm7ui/wn+kgkNH3yGPeE8GbUrs8NWZDXoNUiF7W5XJtwYRTIz3vzMaQ6xjTrirBNMzf2ut6fWtZBFCaHPa3iKl6kO2mvxz6mfb0bOeJQIhuBEcOoi122fWUXba3njQ5ItDlE1MXH5HtIOiRIkSJUqUqNdMu1ssZngpHtNGV2XtYPFdln3GhjrNeRzHcfxyn6YBgDZ7KEW7/WbM0yMHitb+b4Px3N4RQXbwhVdfW9U3sc5Rn/yftxK+c9I6TR+O4ziO92nqgKTRPp2FC57uOiB7q3/kUZx4E3dSixIlSpQoUaL+5PoT2cFs0HZguyxAuBYaOa+UYQBrMbimk1CYHSxOeeS0g+tB2xHOhEKYnB4xtckAwJrOuljr16JEiRIlSpSoVyBiOfxkISm+lRFCfyo7uDXrOCyVGrwrua6FyV8ePHlJ62iYfvbLs/QWEX/sthyXYyedkYwgO7g16zgspa19c9rBdNihAtKzXnJBGSEE10IPZlbh+rPQfBpl4kG3RV0rEgpFifqTai2Aqzrd86/vm4VYCt6+alT2uGN7h/CCRPzx6FCPUsfiQjDunok4T2LkN3Bl60ksBd24tv6dSrZxG7hsJh78/qqxQ1deIlDJCAhURToUxoOjn+qbqgB2yjW/UfhHt0UlkavM7uBypSKZXvDftOkOAoDJlGfMOI7juLVXU4/VGX3LZdd6OXgL10hBCx5I7KJKxHLwG2OTFNO6Y3zPbTo64bJq5BjAWvSf36pcNAQLxoO3cI0Uq8Wnyh8rmdj4UE+/+WxzW/FeDi69Uju44tVLJA39Y0tEJv7wM7UEkIl9CC16dArQ5oxuLIVCL8i1WtBwwbeUIeL+IbUcVJ33rWVZd0nNOTsl4IDGdtsfmPKPXbf0fDQWoweQiLnPmXxLECGU8ZurVY5wGsU9Oqyqzfl0Ix4O/Z7hqVIq7DiOgQPaqz/FCQiTPw8pq4DatQDprYabc9c6JJhcY7vjnwr4796wfDA49huBFtzdF30rWYRgxm+pPuwIb6Winkv6AU/0jaRwixIlikNwxWuQAqzNEX69nmtIvHzxkoAIwXT03lX9IQB0e2kHmVhWWjWYd88mQzctltFwmh2r3dSzgm3Mx207uGw6On5VX0+fUxCkEhHYThQot4KNXQ/ajgAgacAfFpKrMn5zw6C/FBt4B9pccHUCoLQF86ziZNBmdIR3wO0lYu4uTHrOl9jd/Ar81dkmP+yYLVVKZgqvxbAO16v6qQdjbu3OTHPsVneNwbMUD9iNA97f9tIOUo+BpF7/9/HoC+pboF5/dTw8H3SbVXIgUZvdwWVI+/xwX6sEYE2Gz13e4DKB4NqM47QcAIA1djmGzsrqVWfx64ElSCX5Aay591ZkPYeDwQCQ1ncNfX72UJ3qffy6zz/+DXWXGw+i5ENFPB8n9zUDTNZ62RcrMtPZ+O1eZbvWYL5s1mu6HE+SECEytw9UNZv+EUlD3ioRz8fxE3IAAMDk6u7Thw4o9fj1QGSu0OpoGmVi40PaeikAAMjaLb7fCIQQWrxtVLVresz4Bb3a4JhZg2h1Cm+VNH80lRTnCUWJ+nMoE3Fq5bIqAI7ggbVXXRma4IKn25izC0TMrdtjO4j4OVzC776belaojYy4baeiJaa9FR2UW6nG/up8q6GuVgIUue2SCG2FHUqjbzczb1xa9hnrAMPDZVcffP9gNVvqIv6iJF3kztFdKOEzShv6JlZKfGQr7DgMpNtYxj3UVsJ3TirRe5bK7eVk0KYsNfHJknhmsShRokTtTqmH+JEP//mDtQEAer7KKxb141Yn2sHyVBy37bR/drAIlFuZDoUxd2fnN/+52S0Bsg4XmRJFxNw9lc98WJ/oqwK5hTUyd2und8hM4bXVbc5fd1nDbMjeKHm/kOLFISLm7sJ2uyq9GyUCeAsHp2Vbbc06Dlc32qeFe23RDooSJUrUbpRd8ZoO4Q9TW0+dx6rBNglhwoGp2WR4dKCzu9c6aFQ1KU3ucBoijk/yMV9hKuQe0DQA0KDpu4y7gsmCe0gvT9k1cgxINfi9aBrGg9dNTfLOoSnWVEt6zjtkVNUp2q2fW1oVAACs/oxzZg2iP3hwsIiyg0ffx01tMgAAqFXj92IEpHmXzXT0Rwf+vqqOzPBjk1nJT6qtw1e09VIAqpoH7sWpmnEGChKx+7autw1mq7XPoFUe4HVIcC000qvWGK34gE553OL7jUAwHf3RYX63te7Q2c+Huuql2JEvHj2hx+1BkAGXRTA5OzrQpeu9ZDWq65W97nCSaQc56bPF9aBFgIyGXinr4GovU0Wg3ORGmYHi1FbC19/u/BUmxvsUGGi4EkhBhJZ9Rl1hDReuhT2f9ls+sxuPKHruLKUivqtGZe2HE+sQIbg5d+1Ej3cFIbTxxH5EbQvy2qZsyN5IAjcQQnDJZ70eIq0KEQt4hq3aQ4fs05nYv+26RgxUH3M+3cp3brfeMuy06ZrqlMc1mg89CxtbYcdhGjkEJmdHLcY++5f4++2HJEpb8GUs8P2w9VT9IXsoszhp767HAC37M5sMfTdgHPzyxmdnm+XYYUe41Lwfe0YzE/M7Lf2fDN/8yqw9ZfH9RqBMLPC909aTj0kmgNeSuZirE7i2vUkm7xj+8W7/UawRv/NTyYqF/8diGLAPX3m/9aDk4FBwA27v6ohF/1eX+z8Zvjls1nZYfbEMQsSy34n3aeqATKk34/gXvgVBaYeiHRQlSpSoXWjrqfOtt52RDEKbi+5uSVEOFlvCgKlw6U5PbZdrPo3QVmLiQwWmdoRT3GhVXuZr0ewR/a/JoE0JJN3uxU2E4Ebw03buOpNwWUm9cTSSzFKp29SSIl+y+IJbIwPNlyfiGZic85qPYaDe4I1Bxt1TYUcH9WcOMiv5ySbjaDgJE784TknACWc0gxDkbn76ib21hUoKR+sh+1u8djDu0WEKnWeRSmKrxQMZiFB2zXe+ClS1WMbmZsa+/dcvSciMGx0uCxe9PUe0rjkCIZQY71NUH3HMZul2kJM+yyFaBKg/s9vLJYb1LDNQ3EoE8HftoRRCZIr8QZNvCWam8LarlFeDazOOrsOWyQRcD9nfwo45I1tkxHTuGEFlW9GCo/Ms8twoE3WeAJSXvdSrOVhdYLchuOBSg/qzwzeGhv4ZefnAXF1Fzfylfra11JHzlEQAl1ERy0SdJ0BNLrVx86mrs/0DXwyS3Ur+O3zmUldXnXWMDl29HVmYNDfmHors6qS1pe2zYJIcw/JttmisT/RVAYneSy0nw7UZx+ka7cg8Aan9AOQyLnzmUlfnVmaTQZsSUC4TbgSHDoLGt7uMli9sgyOzad6Kwc2Iq7NlwBcnS5PVmCdTCMGosw00mf1/cNYOJp84tM3UgERrfnNjfgE9G7I3AlVZeZmiHRQlSpSoHQumAlcaO92L5NuWnGKh5WBxSQgwdTXqPJFbVsuLD63K58xK2EEEF92dEmmLfXoT/eE3v2sPcbqWIv8BU/7BGkBmtZe0g/nF4tSkuQaT6L0rjLvT/sxBZmXUkwjgMtCEB5I8zU+ueN+XVA1MrHNcy+qrtfC9B+FkllgO3TYruW6BuAoptAhGnW2g07WwyRMiHvosR1V4osFRmRLdUVageH6hZKftLRfI6MElT5cEYB2uZ9P2FsqrZRP+yw3Ss96V9djkZ9oWvXNmDVJWQ+eOZVZ8H7bUKXIHQ6z4L110L25y34jcEkquzMLE3DXje94Xuf/aSvjOSUGVovP63Cakz/wRAVxGBXxj3nUKIyfM0AuvvlZKpTam5pydUmqfx7LPWEf9e8JnlGLViq5rcyn6BBtcGTMpGqkfD+sTfVW1+kI1uMITsjeCnDdFMBUcasHyW2Fgxm+pBkdswXW0PtFXRS21w5Uxk0KSc5lk06rbHCEqLjwVQ5thZ0c9tVif8Bml5FOWXfG+L+HdMZMI2o7lYoJIOwgO2IJZhFA27jmDVVv8mTLWmEU7KEqUKFE7FXzu6WpsUp3UUDqpapKDQg4Wp4QAU5MBvKk4YYgXrboTO4jQy4m+RlAz6F/+t+X0CG+aGAeKi5xgE2YH0YJbIytlBznIrDwup0SgCt66dDpdNhn5l82gM+A3blrf2oEdJAK4jD11VwgRL32Wpb20g0IQvDnBqPOt/NQXWgvgRwBo1GhUOZP0wquvBfJ2fe8Fm+tBNJlztjG3Bqi+nPznh+98ff+b00B6zpcgElN/Pz/ylM8MooTPKAW5+TOYeXL3h1j+s3/4zU0AU9tnklSuXs7fw9UHluZWiz+ejIwaW7ocM2s5GyfXkqmNqUlzTW2X5zmkdveT9o783VLdan+SpnbmkvtFMhHnyZx/2kpMfKgoMRGLUG5GM2+ml33GOlBYXCbpcud8iWzKP1hDTcWRk6z57SmJAN4Cai5MJKi5Vp6KwZR/sIbaL5Jd8Z6VUhmNKxN9DbzbQRI+o5S2x4Vk7VEuORnAmzCdJ87fNrZEOyhKlChROxPcDDvaGvO/zhGiZt0AOMj4R6aEAFMXI84TucXc3D8+Gv+SG626MzsIN0NXW4D8LY323RKbBph2EEadbVRypDA7CH91ttV2uKKQ1wCxyaw8Loc7UM/DDhUovNRL2UEYu9UtP2Lxr/A6TkqlZwcVhT0WJFy2ECI++iy7LntpB7dH8OaVXfF+8BZtQwacd3VgAGBduYXyoiMY6NWoPtTy3rW5FBHAZeD0jYf/GLzMk/KIEJVOV5hmy/3r6tTog99hZgqvlShMYyu5GT7a4uwfwaEzBvvIqPfhfM6M0pZByWLJ3k+FHccxquaJAN6Sm6Qnd+aSs5K/OtuqqAPGiDmXVpGbS2P3z8tnvyUhnHdr5bmkAioa1WY/5R9TD/EGeZsjtEmuDjfaQ1m4Gfm2u74a5LenZKftjVUHbY9zREeeitH3i2yGHG25defstL2xmm9TMxHAZaDR7CdRBjAVuNKAHXeEUwghBJ+51Ipyd0O/UjsI18Kej7paO/RmK45f0Kvau/Db4eQO9py/KlUCJVpZ8RJTIREP3r5q5MDDVlow+cRh6NKpDsg7XZHKMti24cHuQJCIP3bjp+q1Qn7QV1Tbt6UMvO1WxHkMyydfb6v9Gww7UJlt4dPO4MDlai2At7K+c//wm5sAmYPFfZUgYCpcdHdKMLl68Ob4fwL+27aufk9sjQetyufMsnHPGQyccEYT8VD4d4JlleC8u1PBsC9sxdwaUK12PYMIIZQKO07UUK9tPhwsvTJwM+w41mKdXM3yGyA2mZXPHnEGKr0ZdrRhmFz796l4BsG14FA7YK/nonw0OhzhFDN1j+3AiuI2X2gRGTH5ccvNe1OByTu2nvc8C7Bg0fjos2zt1A4yQLnr5QSK8yW1MtHXwbgXXPKZDhYmwGDU1SGjnCVcC41e80ZTuVFR1+WOEpRFxuTar2dKvbvTYYcKMFPZYPKJ45TJvbixERw6mCc0kVuGv/Te+ui7MLVwLK3XXHB4/pOzg5sLrk5Q/eGdqW+G7s7H3DoAOl0Lybh/uF9zCLTZxzw3H/w+ZTtYlUvhJZ3W1fu3/nY99JO9UVJt9mdQKjI6qD0qkxpvz/44cjuSYtVWjUnP+RbuGqW0dV743NNVQ9lBuDZ99dTh/rsxgtztIa02TyZjP1wa/OYf1qOg7avgtPurB0tZ5pYXtPGYu2LhWbdGBtSuhc3f/V8NaA7J27783nN9cmXepQaNF+/c+2rIx7bacMnTJaHsIEwGr3ao+vODbX2ir6rs3dCvzg4Sv431H5W0XB5fyg1TIjZuaZU0X+QZuK+hdoES3SMVE1MzL2MrBEL8eNiKKxNxnpTjU6nIzZ5TXwQrSzEtzYPdifY0LDSSLcd/bteWcvC2MDk9YrniDvO8Qoq1b4NhJyqzLTzaIRy4zFs4jM1YtbLPORHNJ94Ry8F/2HQHAQBArsVHaeBVSuvRCYHA1ALHNLefl/OT6yWYrzB2q1uOAeyI6dbTVYpafEh/9R51XwTXJz6sN0+W2vgSc2sAVi1v0fZesvZ2dw6M5n6xc+Jgp5ZhJub/2qhsVOov4NaLfRanP0ZnJh/SX/1xZuZHWk2eM8msq/+l1XNu/pHbrJaA3PEYvIH6WC3HAABArtKfbpYp9fj1KVbkEVydxFsVQNak0g188eX5FkyhNI1MBe/doG7xTb4faXF7NMOAy0Iidt+mPYiRbFrnk+R/6fzddcRNny2uCF80itvLcWkelDs6XeLCbRC85FCNTd3ob5XUaPB/0O4FN0N/UxV2V5C9XFWnVKu05tFwbody/Lah2z1PfrnFPV3UzgweEbGA53N9vYTarI3jOG41GzVNMkzS5VmCyaBNWZhNT4z3KSS5Omdik19ZLPjFM8fqMADkpx0za5D0amTwIdqav3lKjgFZu8UXnnaoMfnJPjIcMQAAIABJREFUoanlTHDoYAF2/XKirzHXF6mIq1uO1befufxtKDxmbMAOnbb9yO6j7Kr/49YazYUPTxzsukazuZCIjVk6TpuHrzvwDy3XpqhsV7JTsINa2/0Y8XKirzF3Ci493xHltpVwViwz735XTnbWb48cR6rl6s+mVrPZsOMIJq1n1IGuTMxn7dCah298ifdZrwVe5BuyFXYcrimbIv6q7CC5BY+1X4bMO87nZYvanWDsVnfXKD2JZ88dAHzmUldzLC68vtqzsJRFsuXUHvLM9mUwvFrtKxz4DVUm4uwdCpZ03mIYRb0aZVd8/UcskwnScSXDo8ayk+H+qsqueM8eKP0zj0uvyA5uPLYdlIDCdrC8Vib6GpiH2IjaoWDyiUN7gOfo5z0TX67J66u9CUu5JFtOiXZwNxJ9DL9gcvb7azfHxq9/8N7oNr+9xTCKejVaD9raaLmG6yH78cK6rShuwXTkwd1QZLz/DJVEWI5ejR2EUWcbACyMAsqdaVjV5gwngjdMqloyMWJrYeyKrhkDTXjg/7GooY5w0TQq8Xx8qNdkvnxRd6zV9G0omUXpuTuW43IAMOXFOzOPPabDWJPB7gtOez8zquqxdovD0i7LT/5DvkIiPoflTGud7OyQo6sRw1Sf3PLQYKqoHEIsQpw4023YoQQFj23q9cxFg18Z6gGQaj65F12Hy/8Z0jQoB7/3j+WJqYmQ26ypk4A6TR9ucwX/oBwAV03y3ZKO/GvIqK7D1FbHhVYZuQyUn6bmbB0TqGv96ppVr5QAiVJ/mbppJub/2qTt7rVe6tUcbTV+7Y9lWJFUOx5P+xxWvbK+3foFuRCDNVvuzz0i9xsCuc4ZTiIymFTrSgUWEb/5BvX6ix/qlU0q4yAXhDMTG/+0S9tjxi/1GbTKA+SyKUdz/j+TSk6+C7fmfVe6mrC804VEbGywq+ei+YyyXm204vinvoVCBlkRAfhxvHjQ4rfu0tm22WToW5O602i1XtQda7OMxcg1iMKbmI3qpSkd8Tnws6pmrXsBpSPsSI7H2ZaUZgcFsXkd4SxfYLcD3vKVz4ne3a4trFHBWT5iRk9UsbJhxxEMYNtm5hROIv38dpB/n4AoUZUXRRfvsQ3fvDlsM50xXv13jC/3RhSlzLz7zMET7168HtpBStWrsYNEAJcBwH+QEfnS5UuwZVND6SUkgjbtO57nEJFzkLLD9icbCCFi3mNoAAqT98X/es8NuOfTCCEGvpV48XDohIRKAOcuBK75TFUAa7l8f+7J3W/HwskkLR+Zh/zJR4jlwJmGktuzQ9cC+BFAcS+jrg4Zda42fO5555xniWAQU7mID1ysWrroQNRM/OFnagmmMI2tQJ7WFQN11yBjdhCmgkMtVQbqsMXNsLNDjrU5wpuQFcksjXa7mfxlWCMBEvVnD+MZYmmsv0GS2wtGax0vejcVdhzH1K4FSG6crCEZBDTB9MzfWmtyZLjNaXuLNGeMWM2hWwp60zZDjrZatesZJLG3HAdKFqXtswbtJr2nFj06BbkOAhdc6vyBSPm7c6B6GS0iwo7WXDI7K5LFu/kKg4G8u1A2L2dgBQBvucvnQ++WbgvXqOAuX7SDokSJElWGXo0d3Ao7DgPAZUdIzA+J0uHdb1Vq71XCZ5Tm81XPa+okoNFO0tXh0p0ehfRA04kPfXmIDwcxVWr0JfgKKV4JpdewPEIsF85UCDsUboYdbZii0z0PyT1uQGkLJuGi+/QHJG2IfjsuO8ix/ZCuIhPzh9/cBKTnfIklnrqxymGE6IVXX0urAO3wR/aaMp/x4m1RSc4FOfHMvXL9wquvrSoA8UuGha9WtO2WPKOxeBcn62P0+2aT4Qf3wmuQWA7fNjfn75i/Oweqlyl6PXkjSRdjdlAYm5czsAIGLXf5/LspBbVl+/qLdlCUKFGihOsV5Q5mpvBajD93kJwd2YkdzAZtB3gTtjbmXacw0NDjXeS2g2jBrZFhOk+Mr5ASdrBMQiwHzlQgOxTOuzsV2LHh2dmv3+4dPN8grTHfm3WZ+idesm63eztIxNw6gJ3xxAI8dStpB8lJYNocMPmfGvfCXtrBZNCmpNgZCZ9R2thHRYarhtuGha9WG49tByVSg3cFbiV856SKDyeKqfFl2UEEk796be93Gj66efOSkssMsVC9TO3GDgpl83IFVtCg5Sy/cnaQp/5vmh3MLIdnF94kzJYoUaL+VHpVO4tJcjf3zmJyPXFndnAr7DgMDhi8+ay4bDL0nyerWYQQXH0w2H3+4uk6UH9xYpX82mUTU2uOOZ8SfIWUsIO85M8Ss4NMnOn49QstQtih2RXvWSloVKnPOMIrEedJTNLQ1IrntpRX1g5mos4T2DFnhOBrXUk7SDI8advdiQAuI/cJ7aEdRDAZGGqVyVXvX+g62Z1PBi0MkVnHYSltZnpHdhBlk8HPWrFalfF8l/o9CgJSKpIl7SBc8HQ3NJB76LjNEBvVy7zbLuygYDYvV2AFAG95yq+YHeSr/z7ZQbgS+tc1s0oOCnC+nDZDjrZqJtiFv5jlR9eNhwv43zdAmXhwFNce1roXUNm0SMa1PHqt6ZgIIYSyyZlhg+5tlbyu05U/jeP1r/aeSkjz94cJ+vpKwMNSIow02jGxFBwdMih7KvWl8aq5g60fT8bz3MHfJ/F2Gncwu+J9XwJa+n2LBJXYV2/yxfmX5xBCVIIakHfa7kwGApNjNy73DP4QIyAi5j3vve+cSxHz7i65lHr10te/yHVYMqWMt5ASi8V85E8et8GBM539VSA7lIbjgYvuTomEBj2n327Ro1OANmd0YykUekGUYQdzq9ibIUcbeTY8X+tKLxZnVyetzViDwTNPIITQWgA/Ku9yz3NEsoJ2MD1/6/ypa+xsuUL4wo7jGDigvfpTnIAw+fOQsio3BljNWfHqJZKG/rElgsykBFUm3xpEiHh2y/DetVKnGxWRbGEpOxj36LCqVscswcico8eEjepl3m3ndlA4m5czsNsCb/nKr5Qd5K3/Ps4OkmsaRXEmIwMAu7O4lYk6T+Q/vBVxHsNYE9u0D0ecJzGOOendqCQmky0m2bE8WmQpKuT+o1J3qq2nzmNH8cBS5Ob5U1cf5zIkXvtq74nK6bV9YIK+3hLwsJQIY552vJWjV+6OX0HTKz2VhFgKuq8wTyUZDcYL7xIKlQIAVn/G8blBVqc+i38z7vexqaE00TChQNFqGYsREC4/GjEflzf1eqLJdPSWqUkKsCPGaz8vwwW3Rgaqa5q156zW87rOPGaToxCUjk7cMKskQKIy35iIphko0XvRNCyTEMvCmUI+Gi1byaDtVO7Mg5cTfW/nuDz020XTaDPm6ZEDgDX33oq8KMGqpXdJzK0DoEre3NlrvdSr6xoYnS1stWa3rgiom46OD/e1SgDWZPjc5Q0uExSUtaFJ03vJ2vdeD3nqTHEk6RsY/z4+Fw26LSoJkKgs7mB0rlDtJzPcfy5qzsuJvkaQl6xZ0/9dqGgNjng+jp+QAwAAJld3nz50QKnHrwcic2w+MMWLAQBr7HIMnZXVq87i1wNLMDHep8By98BkTdr+kemiaUgmAfgBc9Ayewou+3GVDMibVF19X9j7WqplyvMjUwEa3jbMRPUyJyPp0Zt5whNJ+rZQxt3/K5TNyxPY7QYtD/t3jJuguxAW0Bb6qOCs/7eh+FMmHHgvlZ22tzXUSQAdigZjt95trq8FWG2B6Ftayz5jXSGlNT3nddwMcIKIEUIIpiN3HVyk5Z1rB5jM3RhunmtfASp1p4ILLjX3rMRrXe29UNm99oYlcrwSCRlFpU/oLlt/8TOL/3LP7Xaq8PB6BYK/j1/++PZiBiGEYHLhyb/dfSqdZ7HCN4nfuzz4z0UCUjfxf9fX3OOJ/6kTv/YlsG+itsKO1t6rf1NX0472WvS+986VT85UgTqjb1lQKdlpe2Od3vtiL2vKr51hMittB18NKnWn4l+keq2rXXHtpNdEO7i9RDu43/prPbcC9MbbwWzI3tj8cSA3HQiT4VH8Khd4bzdKheztzfh/ctOB2WTEg390/8+NZduXwL6JImLuswbvE5+xDlRb/BmIUHZ14tJx28RDexsjFxCuhT2f9ls+sxuPKHruLFFnLUyPDJwzf+m0nz0qw8gTXXN8zUMkEgES8UcjeJ/56rBd/1an6+kmhWY8eMg+nYkFPMOXtPXt9tBqbPJvunopoB2hDpOzHttFy9UhY9Mh2v45xMJYzjMxmY9i3MzXJELkKoFea7iAW/sMWuUB8qVOp0UixIui5Ly2oHJQqWwubEFbSb76w98nBk9pjIPWXk09lvuWK1UUea9Fv+O8Vnfeaj2naW43OiZjRDYZ/M6qV0qATKk34/h3wSR91Z6z2ny1+n9cDM4f5qa/NSkVAGBy7TXyEFSYnB4xaTTGQfxil7Ittz5TAr9aEBuSOhb+lQ0WhURs0mE6reu9ZO3VNreaHP5FYnvY7S3fzXIBtxSZgYuNylkHNgYVv3WX1fD7s9Mj55UyDIADWmeOusfRd7AknHU7impBnLBYAT0iFBPLGUaS2JqnHZPva6URP6uUYQBgcvXH47s44/evbAcLS2b22+yjRf+Coi1/27/nPjHz9Vf6F7epTQakdcrjWt07Rmb6QYUE02G3SakAWJ3yZKeuy4S7H3PzX/5M2o/Avola9hnfdUZXgrYj5JseJiYtxywTK7POtqrCjiW4NuPoOmyZTMD1kP0tcjMQXH1gaTkxFPyD2gSTJyZm/OZqKiEYxu8NtKjwqRWIVqfw9hb8pySZP0od3bS54OoEVe8Nj/5t6Hb45aSlOscrgMknDm2Hxb8CN6ftLQpG3joHxpILKcCR2ZmcsXfUmMZWyGTr0NUWBiGS+jMPipLvWroEolJ54LIFcdc/G7I3Vp33rWURfDnR3+uOEQKKSgRtx6q6yebAzblrHZJq8myMbWYHOarNF1U2g1OuHvLHicyS70IDaOibWKFycLEznngWwWcutYxKQuDFr9LEDUllgUVTP9taGropSmtqztkpwY47wqntYbc7ANzG3BpONipvHXi4rfS7SE4MPXxBEIu+/pYctISv7/jgrAIoqgXxwGK37xGBmFi+MLIzsJWWiRgBE1HvoBLD5IY7O56Y+CvbQVGiRInanTJTeNvVUJb8Xj5iC8aCNt0HviW44tVLJI326SxCCGUT/ssN0rPelfXY5GfaFr1zZg3CJZ+pUUHZo5WJvgaJ3ruCEKLwCEpbMIngks90kL5xGyGEUDrsUIGDQ8ENSGYcgur6zmvhTfLfSUIqXPFbDksN3pXNxcmh0y2Fs4UQQogLYynMDq549RLSnSCE+Db98KAoS1xbkDAYAj9cNifu+sPYrW65RNY6MBLMUeO3LWrFq5fQ6knSEmrxQIa9OYyzFfTdaXx2UNC2KpgM37sXTsLMcvi2uVm63Y46mnggqcz6kxs3C+tCMObWYmTma1mwW+FVYm8RK1GH0qAuniDz9x1PBYSgf/PigcWW23xBeyj5RhEXJ1jyvndlh2lLoh0UJUqUqB1qK+xQ41MZasau9vTFcx3v3IqRNEqQdz8vvPpaIG/X916wuR5Ek1lE7R3OHc6eGO9TVOdmBdJhh4p6acU9OoyVfbg16zhcRU0OkWSu1r/NpCH5tqM2o6x49RJMrjrT2z/kmogUs5Y4MJaC7GDxK5nzrcaDoix1bUGCjEVJuCwqUX9qgU+pAKCqyeAKJbPbFlVApVJKBvAmsuR9toMIJiLeIUPne/jNG1Yl59FTPOaDB5LKrH+hXfSW50hYwmG3wqrE7YFK1WEHdrBE33FXQCD6NyduWOyrtINEzK0Dkve9K8/cGllu018ZqV+iHRQlSpSonSkTdb5L2jXqpCVJp3MuhVAigLcUfqZz4H4yUeeJ3JJWet6lk4AjtuA6QgjBqKtDXmOeTPEsR8J5VwdGElthJoDXUudqkhNdteRmlFIoLoS4MJaC7OBW2HEY0M485Hyr8aAosyWuLUiQsSgBl82Jx2Cl50PP1hGxFHQPquWyUojZfLRjbi2Gkd2B8tU4OBTc2OfZwc2Yp0fecNmfyArEr9LEDUll1p88MopGAiYCuCyPMBMOuxVWJW4PVKoOO7CDJfqOuwICKKoF8cFiX6UdzESdJ6il/B3pNbGD21JJK8P2hMknDkOXTnVA3umKbO5RsheNElmuiKXg7avGXVIlK1JI2SrR6l0EJFeCAGjtfunVhLcC2o59KvgRe2MjsAd64dXrKUjnilefyyorRp3DqKtDRr1m4Fpo9Jo3+jJkbyO3nmxG/mHWHpZIP7gz++PXt+c2Ym4t1tA3FvR9OhL89aYWy8Hqid98Q8P+1XTM3YVV9Y89Hfv02sT/sSlBw5VACuas4fEv749+dH12Y97VgVEuByZnRv9+N8r4umNjLIswmTzMVxKsLX/76tQLAmWTwc+Uefh24a3Gg6IscW1BwlCpfFzYgnjqHxvtplbn1/zm5sOO2a1ti4LLkxYlpjjrIffUpx7iDQ1d7ighdGcx/UXOR9IVYgcXPToFaHWECch/MD2P+eCBpBbVH64+sDRXKwyeRQIiBFOBKw1yvXue2pJREnZbPuCWxwOVqMNOFov5+46nAjxDl3g+PtQ3UIQS44PFvkI7uBlyHGu3TO58H8TrYQe351JWhO2ZiThPyvGpVORmz6kvgqkK2kE6wTVPiSy3fFgJqmRFCtmBilpdkYDkVHFsKbESe1mmN6Uu2f/w5vmuOxKtpduxTwU+YpWLwA564XUSXA7eHu5rleT2XREBvG0omNoiYgGPXV8PAKjrso2QAMtscuZrrbyqTqlWaUm4KdyMuDrlVXXtZyzfBufHzsuxQ1rbvRgBtyLOY1iO4AjXZpxn6iV1ypMareHz8ViG+nFFwlDXH9kOVuXeyluJiQ8VeUgqCY7B6pQnOrQDo+Hi3bKLbIwlDZP5a5qb+eoKLG8SsXu4uhYAAECtWt95SNaqx10BOi0yus6DooTc1zK2rAlEpXJxYYt6h7P+M6NGZbvGcAE369VdwzPJLDditkjE83Hb2w0Nml7rpT6DEffMJiFMR8eH+45JQFWTfsj1PX0nYgnWLB9J9y43g3OeHtW1Vf/HrTKJrEml6/v8yz4lJmszjUwGhdBkOSCp/zceecACi5KhaGrQnLNa+ww9H3vC9H21fLBb4b2W+zgvZTYOuesA06W4rfS7PJqf44ABM/uuZAU4h+7qmFGOAUBu/C88/xyw2NDzSFnNF4RWZTRwgdHALSI26TAeq1OeMeOXL/Zd/sq/uJsv5dfDDiIhIKJdQ2HgM5e6muuEhl1rBwRXblWE8/IawGIqFpCcKsmp2ox5Pugqryj6JfsaXibftVyV21KBj1hFIrCDXhAlSlTZ+itCUiuvNb/F5Jrf2P6Db7L+SnaQ98Cu3WlnBFdu/SnsYCUDklPF7CA5T1NGvjDrkv0LL4vvWpZ20NJ9s4M7qJsoUaJ2oL8iJLXSyiZnvr0yMpve/pNvtnZhB7kIivfnHpEb1oBc56SWpTjBkgihElRSThQk7dD6+P3Bjk6j9VKv5iDGfntxkieTQZdVr5QAiVJ/maJlUuIqjV0BmI78a8iorsPUVseFVhkGgLS+69pMkmASXB/HGZRIBJOzowNdut5LVqO6XtnLXKorgsHm6V9qGo/0Xu65zcT8X5u03b3WS72ao63Gr/3kPDZcC4+aO3XnrdazqvpjJvcv6cLbOr0cHNbXy5q6rlwbjzKGMgeOFRKx+0Omc2Z8QKdUmUamkxBy8VHJ+hRjbGlszM1SAYm5NXKV0YrjuFmvlAHQ0ONdhBy3Lj08SJUJmyWVCrkHNHVAUqc5n4PH8gSW95KNUn1UAmGanvMOGVV1inbr55ZWBblglEvr5nxG2FTecvqoqNrxp3RQMBfSFvHYwd2P0vWo7yvzmWN1MsPnjjP1WNWRj66PFPUCxzDmfJC3BDJ7RYkShRD6i0JSKyuYePZ06dWtte2fdjM7yCYoAon6s4fxDLE01t8goZAHvGBJXqIpDwoy/65KhextVSbfGkQwMd7/TtFSGi81lGd2kF0aXwXosNBM/OFnagmmMI2twKLJEholEi56e45oXXMEolgSRxyzhTl6XhgsnUdKQmVhKjjUUmXwkGNyM+zskGNtjvDm5pLXVKsdmScgeaQsdsQRzubr83LG8X634wkbM8GBY039bDt61rNEIAQ3gkMHsXb7zDoXH/WEM5rhqjmbjckRkGzo617Pc4gQXLrTo5DWf/BDHCKeWwuB1gqHzdLEmGjkCyzkv6RUH5VEmNKflywR9w+p5UDR61vJ8j8jTH9WVh+xWkrLd+ZB2nLawQqMUohg3GeqB1ir5X5o5u7ov8JrkBlSrmHM9yALYfaKEiVKlKjytLvF4u03xfCDJXmppHwoyHyZZOKqorX/W45zEUqQJ7ntILs0vgpwIR+l53yJDT5GA4w620AntfGQre1gsLS9VC+8+lrae5rckN+CPww422pYu/MoUvnZvtMdQwG2F0RU2jgdx7qV8J2T1mn6cBzHcbxPUwdIgi5PfbapeSloBUIIwUVvTwOovzixmuW9tSBorWDYLF2MongCS/LluS/h6yMBCNMiJ+ofrAF1Rt8Lfvgq3Z+V2UfsoJWHtM2PlV2P0kCCY4cdA6j2K8cw5n2QBbdXlChRokQJ1l7bQV6w5AIflZQXBUl7V8G1EHk6IdZicDG2f5ciT/LlDhaVRvBVgMvlYGc88Qyf+yECuCw/VcOl0jDYwquOTgSlN9PlwmU0lBejnlUymUSi/mKafQQnQiwcayJoO8KVNMb76i1Z89J2kFjymhSguX+CXGBc57y1MGitUNgs4yLWoOUIbNGNhNhBIQhTDn+m0Hl+4Yev0v0Zd6CEMmyL/ro90rag3Y5S98I2dpAIsIcx/4OcFtDehZ1RWEWJEiXqL6u9toO8YMk0H5WUFwWZLxOmn/3yLL1FxB+7LcflTKBdKfIktx1klfb0MU8FuJCPJQmuMOpsAzlsGEIIroUezKzSkASlYbC02bh5t1YOagZz2E/yv5S2x4+cbVUkCwohlGOokvb09Dfjzk55dXP/XQ50QjGO9cmsQwWkZwuH21BV5bMapWteyg5Sy8T993NxSIe5bv1SELRWKGyWQdpjuCKewAaZNBYhdlAIwpTZChh1tmEnnZEkP3yV7s+4A8XfRyXsoBCkbV67HqXBpIDZweJhHJwe4XmQX6PZwe1QjpXUvjBT+bX11Hmsmjxq+VUoEw/+z5BBrRPauUUQzd2jT3m0z2F5xb2wbTUqgwdGCJXush09d5l48Purxg72EKKVRv9MBdsiVEQAl2EHNb2XcutLZHY1bu3V1GMlqPIV017bQX6wJC+VlAcFybCY5ygAUsZvri6mAfGSJ7ntILu0FZ4KkO+h3OLvZsjR1mLyLUFURHClYzDn3Z0KID9uuXlvKjB5x9bznmeB9kXOhsHyTnetTlqbsQaDZ55ACKG1AH5U3uWeJzYW3d0SUKu2fDs+NeW/M9T1nidW8AeZ1UlrM3ZAy04fZOFYM3PXOiSYXGO7458K+O/esHwwOPYbwTvzVLrmJQJCXyZGcOXuxb9PpzlvLQhaKxg2S78o7tFhVW3OpxvxcOj3dZ7AMu/DvITvHHqeYVP0vORbkQo7TpDJkfzwVTrf9fdUeX1UVO1MmUjbCo5SyGEHGXVLcgzjLb4H+TWyg8Uoxz0kKe4dM5Uqfxu8JVwLjeAWcotP5UXHlHKpbPJoEURz1+hTPu1tWEjRumaXt6vU+CyuRr6GFcEDk2J1WRkIVS7xD6FCaYzPVLAtQkUEPmqzT28ilDMb+dquh+zvvt52kJflSCcoRtO8cEt+KikHCpKOnXw6f7tX2a41mC+b9ZouttfhI08O97VKANZk+NzlDRbYp9k4uzRujCq1CCtv7uy1XurVdQ2MzpK3phFcn65GiyiROcYp1tjlLKpqEQx29b+0axk80mUCoUxsfEjb0KTpvWTte68Hv02hZQtVpXY6pxmF+AaaqwCoVZu/C9Jxr/HvWTjWTGx8SFsvBQAAWbvF9xtRAA6z6/O/JWoeTUOegNz9P+6zCoDJVWetOI7jF/TKBo17gevWJYcHTYJhs/RrFjzddQBUNZv+EUlD3sByXzI6PfMjbx9xDxuaYm4NwKrlLdreS9be7s4CH5jvGaHzXdfL7COC0dLVuXKQtvR96LsfpevRiW8ojOoNEsvM6oXiYVwY2yz8L8/d55kk5FegvSQp7h0zlSx+V3jL3d9eAKa0bK+/azDZ66HKdc1ejU9mDfco7JWovJAhxHvc3H4oG75zM0R+dxXZQbgR+v5/wnsOunltuINvgF41z0/Umy5xr8OfVntMUtwjZipCaLd4y93fXhim9C9pByvXNXs1Plk13IuwV6jyr70dpKnIDu6TRDsoXKIdFLU7iXbwz6R0pIByFMqzZCEY6eQphLiv4mem8sMsOW/EWSU23pKNz1yP+obxs+o6rTuGSuBIGeJArsK10EivWmO04gM65XFyepuJKQ0myX1g6k6j1XpRd6wtf2pczK0BVUeNZpNSAQAA8hP4+PPcMgIn15aWa05HnxZDSdeivmFc3yprHxwm56exowP3Z6fJzYXggNYZ4p+TKTcsfPDaLOJGgRZ1zW+026FdUUiTGRZMNC9iecqukWOgqdczFw1+ZagHQKr55F50HS7/Z0jToBz83j+WrwZ78Cy4NTJAD+b472zQWTI8OtDZ3WsdNKqalCZ3eHXO57Ccaa2TnR1ydDVimOqTW55Cl5VEqHIhS0sMIdbXL/0pLv5MfgitcwySfLuI5+NDvSbz5Yu6Y62mb0PJLAertQQKl1scdhAu/zSkOQDAYZNndj44rK+XAKkGvxdNw/ijIW2VEp9cJrihy4Il2kGBoq1SkUeUihJVlgrJFZ/fDoqHAvwJxDy6XiDPko1gpBXIexV9/jv3AAAIXklEQVTv7CA/zLL4Rn/wIzbpsyA8+ExGjik/6rJQLy7katyjwxQ6zyJCmwuuTor/Vfwze9GjU2A6TxwhuOBS56lPMbcGSJst9+NENhm9Y1ZWA7nRGyeEMTvp6FMWlJRsWv0Ho5EETE47NAogOTH08AVBLPr6W0DVwMQ6/8Nablh44bXCUKD02+2GQsoBE6VrLYAfARK9Z4lAMOrqkGEdrnmIEHzueeecZ4komXC84NbIGMFsc0aZ8YNLd3pqu1zzaeqgbUztCKfhms9UBbCWy/fnntz9diycTNJAtiUQqpzI0hJDiP1rvMRTTGsae5BQ7UoEbdp3yOG38dh2UHbY/mSDFd5tULhcA4trdhCmAlcaQE2X5zlEG/OuUxh2yjW/gRCx5Dn3juc5LAFdFibRDooSJUrUjkR/eQjlWbJ21RTEf1WJxWJumOUy60YlqkR/o2+LfUWl2EY5cSNX4Vr43oNwMkssh26blTwggmwy/OBeeA0Sy+Hb5mY+t+0frAG1eu+iMGYnjfbAASWlf5IeNCHLQeWFhR9euyUMBZr/6+4opBwwUUY/bYYdbZii0z0Pyd2QQGkLJuGi+/QHvkRxrfhqiHiGeibqPAHUroXijP+iEc4MFB8kgRNZKmgI0cT7FPM1k9auhM8obdD0XcZxHMfPa+okoNEeIorDuw0Kl0M8i8WbIUdbtaTTvQg3F93dEiA5aHu8Aefdpy/6EluloMvCJNpBUaJEidqR+F4kZSEYEeND3FcJtYN5mOVi8Y1KVYn2qhOCfRXge3iQq9lk5F82g86A37hpfYvHDiKY/NVre7/T8NHNm5eUfO/ymFsDavXeX4UxOxncAxaU9BXawTy8NisMBVpYvtwlhZQFE2UKzrs7Fdix4dnZr9/uHTzfIK0x35t1mfonXrJaXa4dTAbwJvaU4Q7tIBeyFAkcQnntwg5mg7YDXCOEFd6SKFwO8eUObi66uyXYSefsz463z+HnW0DN4OTsjbf7xxOlocvCtCs7uJ/YLUpwbcZh0uneksu7XZHU9p/fJzEZRYLoUDtCYRFLwdtXjcqecvMXt++pnZa8e+3hKEpHJ0Y+1tVJAKhq0g3g+AW98kCdqv9a4EVFG1l5qtn+PlmZeHAU1x7WCkxqJJaCblxb/46YRMv7IikLwZhXiasE28EczDJTfKNSVaK96rbHviLBs4PFyNWVxVvd8iMW/0opaj1c8HQ3NFgmE7DEe5ps5inX/LowZiftFhxQ0ldoB/PwWoEo0Pxfd0khZcNEi9qVXfGelYJGlfqMI7wScZ7EJA1NrXhu8Ox6dlDS7V6kZo6pAbbz2UEWeXclKmQIFbQLO7gVdhwGBwzefH4kif5dKw7vekkULod4t5LAFa9BKj2k6jjlCGUizmNY9aEmtcX/ByoNXRamXdnBneB/dqetiPOYHA+kfr3ZY7gaTGx/wT6JySgSRIfaAQorn7/I+Q1Vihy2XU+VLnkPtEuIVBla85sbQf47kcIZ7v63BJ2UVnmqmeCYbIeLE6LyoG4lh8oegvdeS9FfHkJ5liUWi/nBjdvYQQ6YJetGJaiQdLxldHYb7CsS5Hs4kKvRJc8ZDHQ4winmEedMTOniLR1W1eqYJUoldaXCDm2L5cFqKWYnT4U5oKRC7GAmNm43DXzHmtfZmR1kw2v5UKD0rnlB0PbHbO6KQvqUBRNljavUpLkGI50WXHR3SkiTzW41Xw3ZIzA3NBbdnRJMrh68Of6fgP+2ravfE9vcZnaQF6G6yYEsXfIIGEJFT9BOF4s3w84OOZB32u5MBgKTYzcu9wz+ECPmi8P7nDXqNuc8A+8PeOZ4EvtK7Cz+w29uovw0+ZTlDV8J6LIwvVmLxZsLrs69wi3sVvuzKZ33B+uu8VT7uW96LwltxSInzPPfy5mo8wQA0mI2dbkSQkrbe1WMSVbelme+obKf3foaiA5eja4L41lyIRgZ4rqKl5mKEOKDWXLeiA+xycRbboN9nVstBZ7MC7KRq3B1Em9VAFmTSjfwxZfnWzCF0vRtKJmlYUp/TcNlP66SAXmTqqvvC3tfS7VMeX4ktAaJRb/DpKxr05ut1osDlq/yWyY5mZ28FY7O32ZCSRO0T4bng24qaO5H83N0luoLn7GB9b2xg7DwwWuzXCjQ6SSkd82LKIMMugsKafo5EybKWixGCKFk0HaKOqABvZzoezt3VtM6sxp8NaQHM7jMuEGh5tRG+HR04oZZJQESlfnGRDTNbEg0DfkRquscyFLOITQV4OaS0p/imSe0z9Db8mSGt120cQ4UrdQu5sXi8LJBv8mf8GZFM/4Txy9+GA/edvS1ygAAkta+4dtF0YMbwaGjlLncSkxcPFqw6TzQZcF6s+xgiR/Wr1yv0g5WAk+1b3ZwjwltxSqyg2QzsQO24LbpG7wSSErbY1USF1cBO7jP3SoqJ5FetE+CGT+udRXnvJUpkVYm6vXVbk4loQN7SoB5IBEbG+zquWg+o6xXG604/qlvIVsaw8PJx/oj6ML1ShlJ38JdtGNlOaA+nDAqTizTD3PTZI4nJtdeCxd+RheRtxjiQGoVMYq2gVExUViIC57EwehCPN8mbDwVEzn2yehdGlqJC3DFU3JZVDPuYlmIqZXpMiFSwsBOvGLaQfi713AAgMa+Oz8xSVdqR3idm1ZVXKXZFQYp7XGc2ZVcY4NNCOMctFxPVjric1j1yvp26xfkb1Cs2TIeJ4Th4kqy0Ijn4za91nABt/YZtMoDBUvBOfghEbtv63rbYLZSHy8aKkLBe0yxezY9d8dyXA4Aprx4Z+axx3QYazLYfcFp72dGVT3WbnFY2mVFZ/xwDI+/kkQ7uC+CySfXr7h3nRAi2kFRr6/+f2kQ2X4iHDKAAAAAAElFTkSuQmCC" /></p>
]]></content:encoded>
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		</item>
		<item>
		<title>Recommended: Research vs Quality Improvement</title>
		<link>http://blog.pmean.com/recommended-research-vs-quality-improvement/</link>
		<comments>http://blog.pmean.com/recommended-research-vs-quality-improvement/#comments</comments>
		<pubDate>Wed, 16 Sep 2015 15:29:57 +0000</pubDate>
		<dc:creator><![CDATA[pmean]]></dc:creator>
				<category><![CDATA[Recommended]]></category>
		<category><![CDATA[Ethics in research]]></category>

		<guid isPermaLink="false">http://blog.pmean.com/?p=521</guid>
		<description><![CDATA[I ran across a one page handout in PDF format that discussed the difference between research and quality improvement. It was written from the perspective of the IRB (Institutional Review Board) at UMKC. It&#8217;s a nice summary, although the topic is a bit more complex than a single page handout might imply. This is a [&#8230;]]]></description>
				<content:encoded><![CDATA[<p>I ran across a one page handout in PDF format that discussed the difference between research and quality improvement. It was written from the perspective of the IRB (Institutional Review Board) at UMKC. It&#8217;s a nice summary, although the topic is a bit more complex than a single page handout might imply. This is a good starting point for deciding what type of study you want to do.<span id="more-521"></span></p>
<p>UMKC School of Medicine Research Administration. Research or quality improvement, Septmeber 22, 2104. Available in PDF format at <a href="http://med.umkc.edu/docs/research/Research_vs_Quality_Improvement.pdf">http://med.umkc.edu/docs/research/Research_vs_Quality_Improvement.pdf</a>.</p>
<p><img alt="" 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" 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