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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Luz Elida Vera Hernández</journal-id>
      <journal-id journal-id-type="publisher-id">714</journal-id>
      <journal-title>Luz Elida Vera Hernández</journal-title><issn pub-type="ppub">0121-8670</issn><issn pub-type="epub">2256-1161 </issn><publisher>
      	<publisher-name>Luz Elida Vera Hernández</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.31948/rev.criterios/30.2-art5</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group><subject>Pedagogical relationship/ psychometric properties/ inattention/ hyperactivity/ impulsivity</subject><subject>relación pedagógica/ propiedades psicométricas/ desatención/ hiperactividad/ impulsividad</subject><subject>relação pedagógica/ propriedades psicométricas/ desatenção/ hiperactividade/ impulsividade</subject></subj-group>
      </article-categories>
      <title-group>
        <article-title>Psychometric Properties of the Teachers’ Knowledge and Practice Scale for Students with ADHD</article-title><subtitle>No aplica</subtitle></title-group>
      <contrib-group><contrib contrib-type="author">
	<name name-style="western">
	<surname>Carrillo-Sierra</surname>
		<given-names>Sandra Milena </given-names>
	</name>
	<aff>Master’s degree in Educational and Social Development, Faculty of Social Sciences, Research Institute Atulaa, Universidad de Santander, Cúcuta, Colombia. </aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Silva-Monsalve</surname>
		<given-names>Gloria </given-names>
	</name>
	<aff>Specialist in Pedagogy for University Teaching, Faculty of Social Sciences, Atulaa Research Institute, Universidad de Santander, Cúcuta, Colombia.</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Cabrera-Gómez</surname>
		<given-names>Claudia Carolina</given-names>
	</name>
	<aff>Ph. D. in Psychology, Universidad Baja California, School of Humanities and Social Sciences, Universidad Mariana, Psychology Program, Pasto – Colombia</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Gutiérrez-Suárez</surname>
		<given-names>Carlos </given-names>
	</name>
	<aff>Psychologist, Specialist in Occupational Risk Management, Occupational Safety and Health, Faculty of Social Sciences, Instituto de Investigación Atulaa, Universidad de Santander, Cúcuta, Co-lombia.</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Rincón-Rodríguez</surname>
		<given-names>Nayareth </given-names>
	</name>
	<aff>Psychologist in training, Universidad de Santander, Cúcuta, Colombia. </aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Rivera-Porras</surname>
		<given-names>Diego </given-names>
	</name>
	<aff>Ph. D. in Psychology, Faculty of Social Sciences, Instituto de Investigación Atulaa, Universidad de Santander, Cúcuta, Colombia. </aff>
	</contrib></contrib-group>		
      <pub-date pub-type="ppub">
        <month>12</month>
        <year>2023</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>13</day>
        <month>12</month>
        <year>2023</year>
      </pub-date>
      <volume>30</volume>
      <issue>2</issue>
      <permissions>
        <copyright-statement>© 2023 creativecommons.org/licenses/by/4.0/</copyright-statement>
        <copyright-year>2023</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/2.5/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</p></license>
      </permissions>
      <related-article related-article-type="companion" vol="2" page="e235" id="RA1" ext-link-type="pmc">
			<article-title>Psychometric Properties of the Teachers’ Knowledge and Practice Scale for Students with ADHD</article-title>
      </related-article>
	  <abstract abstract-type="toc">
		<p>
			The psychometric properties of the scale of knowledge and pedagogical practice of teachers against inattention, hyperactivity, and impulsive behavior in school contexts in Cúcuta, Norte de Santander are validated. It was carried out under a quantitative, non-experimental approach, of exploratory, cross-sectional type, in terms of the population to be taken into account, who were the teachers assigned to the Municipal Education Secretary; the sample was obtained by proportional fixing; the data were processed in SPSS applying exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) based on reliability and reproducibility Cronbach’s alpha, test-retest with Lin’s intraclass correlation coefficient and the kappa index Cohen’s. It is concluded that the test has the appropriate psychometric properties for use in Colombian school contexts. Resumen Fueron validadas las propiedades psicométricas de la escala de conocimiento y práctica pedagógica de docentes sobre conductas de inatención, hiperactividad e impulsividad en contextos escolares de Cúcuta, Norte de Santander, bajo una metodología cuantitativa, no experimental, exploratoria, de corte transversal. La población a tomar en cuenta fueron los docentes adscritos a la Secretaría de Educación Municipal; la muestra se obtuvo por fijación proporcional; los datos fueron procesados en SPSS aplicando el análisis factorial exploratorio (AFE) y un análisis factorial confirmatorio (AFC), en cuanto a confiabilidad y reproducibilidad alfa de Cronbach, test-retest con coeficiente de correlación intraclase de Lin e índice kappa de Cohen. Se concluye que la prueba tiene las propiedades psicométricas relevantes para su uso en contextos escolares colombianos. Resumo Foram validadas as propriedades psicométricas da escala de conhecimento e prática pedagógica dos professores relativas a comportamentos de desatenção, hiperactividade e impulsividade em contextos escolares em Cúcuta, Norte de Santander. Foi realizada sob uma metodologia quantitativa, não experimental, exploratória e transversal; no que diz respeito à população a ter em conta foram os professores afectos à Secretaria Municipal de Educação; em relação à amostra, que foi obtida por fixação proporcional; os dados foram processados no SPSS, aplicando a análise de factor exploratório (AFE) e uma análise de factor de confirmação (AFC) em termos de fiabilidade e reprodutibilidade Alfa de Cronbach, teste-reteste com o coeficiente de correlação intra-classe de Lin e o índice kappa de Cohen. Conclui-se que o teste tem as propriedades psicométricas relevantes para uso em contextos escolares colombianos.
		</p>
		</abstract>
    </article-meta>
  </front>
  <body><sec>
			<title>1. Introduction</title>
				<p>Education is a process of constant formation, regardless of the place where it is carried out; in this way, Colombia tends to develop educational models that derive an integral conceptualization of the person, strengthening the personal, cultural, social, and political spheres of all the agents involved in the educational system. Contributing to the development of students is only a small part of the type of service that teachers offer to the community in general, through the moral, intellectual and physical orientation of students. In the same way, mental health is influenced in academic environments, and education should give importance and awareness to these issues (Angarita-Ortiz et al., 2020; Carrillo-Sierra and Quintero, 2020). In this sense, it is important to guarantee an adequate provision of services, ensuring the necessary environment for the access and stability of children and adolescents in the school system, as one of the various meritorious actions during their work exercise (Beltrán et al., 2012; Padrós-Blázquez et al., 2018).</p><p>Among the various problems that can arise in the educational sector, a characteristic of the students stands out that must be perceived by the educators to implement useful intervention strategies when including the students in the classroom, without affecting their behavior. In this way, it is relevant to highlight that reference is made to the prevalence of cases with attention deficit hyperactivity disorder (ADHD) in the classroom (Domínguez-Lara and Merino-Soto, 2015; Rivera, 2016; Carrillo-Sierra et al., 2018).</p><p>Teachers must be trained to be able to deal with situations in which a disorder such as ADHD is present, to achieve inclusive education in the classroom (González-Gómez and Carrillo-Sierra, 2018). Among the studies with the highest academic trajectory is that developed by Barkley (2014), who has published documents from 1998 to the last edition in 2014. The information that the author refers to regarding ADHD is the following: it is considered a disorder of chronic nature; the report states that between 50 and 80% of children with ADHD continue to present symptoms related to the disorder in adolescence. Therefore, it is important to identify the problem as early as possible to implement effective interventions to improve the quality of life of these children. However, for the successful development of any type of intervention, it is essential that the actors involved in the process of interaction with the children, such as parents, classmates, and teachers, have sufficient knowledge of the subject (Mellado et al., 2015; Fenollar-Cortés et al., 2016; Miranda et al., 2018).</p><p>For this reason, it is appropriate to select teachers as the central actors of this instrument, specifying the importance of the level of knowledge they can present about ADHD, which is of great relevance in identifying the behaviors typical of the disorder in young children, since they are the ones who can observe, over a long period, a large number of behaviors that children perform in structured situations, such as academic activities, and unstructured situations, such as play (Ochoa, 2018). Another point for which teachers are considered a key population is that they are the ones who are in daily contact with different groups of students, which would facilitate the establishment of comparative analyses between students of the same age. Finally, the fact that teachers are aware of ADHD would allow them to alert the work teams involved in the educational system to which they are attached, to promote specific workshops for the needs of their students (Expósito, 2016).</p><p>Therefore, the construction of a scale that allows measuring the level of knowledge of teachers on this topic becomes an imperative task (Hernández and Hernández, 2015; Moreno et al., 2018). For this purpose, it is necessary to consider that ADHD is a neurodevelopmental disorder that begins in childhood and whose main symptoms are inattention, hyperactivity, and impulsivity. Etiologically, this disorder originates from neurobiological to environmental factors, with children and adolescents with ADHD being the ones with the highest risk of facing academic difficulties and suffering from affective, anxiety, and behavioral disorders (American Psychiatric Association [APA], 2014).</p><p>Considering the above, an instrument must be validated using multivariate statistical methods, based on having the psychometric quality instrument that allows the evaluation of the knowledge and pedagogical practice of teachers against inattention, hyperactivity, and impulsivity behaviors applied in contexts schoolchildren from Cúcuta, Norte de Santander. Therefore, said instrument must condense the inattention, hyperactivity, impulsivity, pedagogical, and didactic relationship subscales, as will be discussed later (Carrillo-Sierra et al., 2018).</p><p>1.1. Inattention</p><p>It refers to an individual’s inability to maintain attention in various activities for long periods, including school and leisure activities. Among the key points for its detection are usually errors in the execution or completion of such actions, such as organizing tasks, execution time, not following instructions, and avoiding any type of exercise that requires mental effort (APA, 2014; Barkley, 2014; Morales-Hidalgo et al., 2017; DuPaul et al., 2018).</p><p>1.2. Hyperactivity</p><p>This section refers to when the individual usually gets a lot of energy and therefore cannot regulate himself; this aspect is reflected in people who play with their hands and feet, squirm in their seats, constantly get up from their seats, or move indoors from a place where they are expected to remain seated, in addition to being excessively eloquent (APA, 2014; Barkley, 2014; Richarte et al., 2017).</p><p>1.3. Impulsive</p><p>It includes those impulsive behaviors that are usually evident in individuals, such as answering questions before they are finished, making it difficult for them to take turns during daily activities in class; they usually interrupt and disrupt other people’s conversations, in addition to using their classmates’ things or the classroom teacher’s teaching tools without waiting for the owner’s approval or permission (APA, 2014; Barkley, 2014; Morales-Hidalgo et al., 2017; DuPaul et al., 2018; Moreno et al., 2018).</p><p>1.4. Pedagogical Relationship</p><p>It refers to the bond that teachers develop with their students; this component consists of the acquisition of knowledge of various kinds, such as the identification of behavioral patterns of their students. The construction of this relationship stems from the relational aspects of the teaching-learning dynamic, allowing closeness, respect, and authority during the teacher’s work practice (Hernández and Hernández, 2015; Salamanca et al., 2016; Morales-Hidalgo, 2017).</p><p>1.5. Didactics</p><p>This section focuses on the identification of the behavioral patterns of greater predilection in teachers during the construction of activities that allow students a greater appropriation of the teaching-learning process, from a paradigm of inclusion and participation of different potentialities of the students (Ruedas, 2016; Eugenio-Gozalbo and Aragón, 2016; Estévez and León, 2015).</p><p>After developing a brief conceptualization of the dimensions, we proceed to annex the construction of the instrument that will be used in educational contexts in the city of Cúcuta, considering its reliability for the identification of knowledge and pedagogical practices of teachers against ADHD.</p>
			</sec><sec>
			<title>2. Methodology</title>
				<p>The present investigation is of a quantitative, non-experimental approach, of an exploratory design, with a cross-section. Population of teachers attached to the Municipal Secretary of Education, sample by proportional allocation. The data will be processed in SPSS 22 by applying exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) based on reliability and Cronbach’s alpha reproducibility, test-retest with Lin’s intraclass correlation coefficient, and the kappa index Cohen.</p><p>2.1. Population and sample</p><p>The concept of population refers to the set of units that make up the group to be studied in the research (Hernández et al., 2010). In this case, the instrument is to be validated with teachers from the public sector in the city of Cúcuta, Norte de Santander. The total population was made up of 579 teachers (N=579 teachers) since the number of these varies by school, the sampling was applied stratified by proportional allocation, so that each of the samples obtained is proportional to the size of the stratum, accordingly, all units have the same probability of being selected. Table 1 presents a sample calculated with the equation belonging to probabilistic sampling by proportional allocation, which assigns a representative sample<fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig>according to the proportion of each stratum (College) (Hernández et al., 2010).</p><p><bold>Table 1</bold> Sample</p><fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig><p>2.2. Information collection techniques and instruments</p><p>The data collection was carried out with the scale of knowledge and pedagogical practice of teachers against the scale of knowledge and pedagogical practice of teachers with students with inattention, hyperactivity, and impulsiveness - CPIHI (Rivera-Porras et al., 2019), formed according to the following operationalization of the variable:</p><p><bold>Table 2 </bold>Operationalization of the variable</p><fig><label>Figure</label><graphic 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"/></fig><p>Data were processed in SPSS using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) based on reliability and Cronbach’s alpha reproducibility, test-retest with Lin’s intraclass correlation coefficient and Cohen’s kappa index.</p>
			</sec><sec>
			<title>3. Results</title>
				<p>To carry out the process of typing and standardizing the scale, the procedure was divided into two phases: The first was related to the reliability of the instrument and the elimination of items that were not considered necessary; the second was to validate the factorial structure of the scale.</p><p><bold>Table 3 </bold>Reliability</p><fig><label>Figure</label><graphic 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"/></fig><p>To calculate the reliability, the Cronbach’s alpha coefficient was used for each dimension and globally. It was found that the dimensions of inattention (α 0.85) and didactics (α 0.83), and in general the global scale (α 0.93) have a very high level, while the dimensions of hyperactivity (α 0.78), impulsivity (α 0.76), and pedagogical relationship (α 0.73) have a high level. This indicates that the scale does not show a significant variation between the interrelationships of the items.</p><p>In reviewing Table 4, it was determined that it is not necessary to eliminate any of the items, as doing so would not significantly improve the structure of the model, but rather would be detrimental to the structure of the same.</p><p><bold>Table 4 </bold>Reliability through dimensions and reagents</p><fig><label>Figure</label><graphic 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"/></fig><fig><label>Figure</label><graphic 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h02NILcjqd0uYSXN0ajSBB0D3T9z1aTEjkcrngO7r4hBviYEIJeoZDtzDGX6iU87V2twT5VXCkZf8jEgSDL8C+ZZZMCuopR/BA/7V/Yu1dHI1QG0/aa4U4v2bxlOK8LZHUNaZZ61CsngXzIM1x26JVBD0aPjmpSR0xvKXNsFxgpT6SPuKmdJjgQQNhSnJmLoh27aOwFG1p2TOn0shPP/KoBMG7ZniyoAvhblvXyKZYnzIQw64Ufa2HV1adweKgwvSU+ksNB2kf+iFw81CoMv0QCBIk6LC1RJQhGy6ehnzdDxkRZjjOnyl/tU3DOh2VDwumsyUQMKYuTWttMUElgAhacWmYWAJSaEe08FCDzDeIMxQZCWpBNMxr+75v2xbDHDz4zsCWcTEo77Istdmrkb+uSvi1vjS1o4S3SJC1NhPKGG6TsBwJ0wm/aRoNZJb2/6ePFyJKvQzuX4iSX9se0zl6INxE6VORBQRMvVuVGKMhkCEfYr7i5/MlCGa+PPiZOkChe944HZXEgxdRbYFT7NJELfIFjn6UUy8pvdG7wOnZvGRjLwi7T1AoLi1hGddqN7g3tEJYpYmEDQnQ4JA4C4UHWVmW9I7Ujjq3dM2SgA7jPiSpdqKrhp0f6ItmSbEcaS0XHMe8E8LnqjxUMWqNxq8lpay40RNSuE+ChHw5HVWt5ZIZQmb/p0ajzZj5pCv1eeoNgfBQW8sRuLTNAwVrH0VDFadtCS3n1/pay323x1MJcjqdOA0cT4aiKNj1CFnM9qDlChIEwBVvURTKX689aDjfZqqqUsmLZwjuKTQwypd8OgeFs2i2SjHsC6JtCQ9k3oNYA4jHHd5wQGzRU3zw3rxfguAmSTsSNw72LyLWg2hYSE0XsHCWhi4MUY+yZS4IE6mqSm9s9dbTNOmUCyxChoUs+9qiXBYkPFnwzMJiXYTpmHlJCHAHJExdRgMiFliCRDiegvRZLi0UX6culwtGo1mDW1ohxhTRXYwK4lOSeoiTSyhB2CmCvDixN5Q0/GQdoUf6jkW5gZU6DG0wCOPpljYe7QXBRBwuduCiXDob3PaaYOj5CIVCkT/Yxx5WfaOCWKc8q24VNuPWIDQqbKQQ2tJGoRMawJ5/sg3w9sE9mD409AYPElYLGB4UmZamVx09jDslbTPQamEoig/PdEBwLZ2j80ntx9pMEOOyIETT5Wx4jvFpE4gFTxHu1jTTlx55lQThU+yl1t+ReNpBckciT7kEklZf9J+SrBM5FgH0guz2flmDuXF8Ye3yv3n8sz3eB2IOrcbeowNZ/ilT03HnT1lya773S5Dz+TwMA16GmqbB+mP8q8L/VoNeHf+DEgT7qkFz4AV9bcbrqyE4/f0QwAvcsZQonnd7vs33U79qycf3fVFj9hzuuk6HGPZs6k5sQ/80pyLsxKotZtwvQZD64oqYLRl/Ks4HJQhG79hz23XdEVvMpyruW/P9dRbwDguuO/Xt0Lx9mgTdpkNX+7RzD1Zt3/54D9buwYbPLul/hMCjEgR58xt1+FLd+Xz2nfZIrfhaEzABEzABE/h6Ak+QIOHjF3jLf3yIgTOM8j1yOt0vzLvcc+WhdO4F2XMd2TYTMAETMIGXEnhUgmDeEAcXGHhQgmwfLnmFBMHs9JfOE1YJUte1Lh55en1jJrn7pZ4O1gmagAmYgAk8QuBRCQJXio0dOQrz+EBM+omWtUK+QoKs5fXE4ypBnphsuqb0uYk7NRMwARMwARN4FoFHJUhmpfsjJqqwyKejMT0QYwmSby0+awImYAImsB8Cj0qQdJ/dx8vGLWgwrIO1f+g2wBHdRGFNgqztZIUNtWikbm+AKevowuG33zAkhA09kXvYMIfbl2Hr9MzMlbDZWlEUmAuiRUCY+8+gpNxwsyiKkDu6i2AYNnBDmP9iCzLmhS2PqqpiWbgcFFnTSP1kicKEDZ7FwibkgAmYgAmYwH0EHpUg+KIjNoXEt6fxr6qEOyxTrzzPM7b0wWwG5EhPrDG1FwSCAJ5Su2qwIRg2vUGY2wDzs6U6EwVh7sSKvYE5TQS7ksOLYxvTNQkC186tFDCHd1GChA8rw0hudaqLr7DJHdPENvZqPMjroI+iwN4k/PAETGLF6ee1FOblckn3yryjin2JCZiACZjAHyfwqASBg+Q7NwMPTkdVYZHu+wY/CkWiMSlBEEE31+u6jr6Wu9Wib4N7tHddB7PVi2sYbYVfZkfZqQDCx2JCw6JtOK6yQIugYcRsmoZfQ5jnGfuFn89n7KpJMcTsUoM1L+31medZ2YasMScXkMuypOZjRg6YgAmYgAmYwCMEHpUg2PFT+z+e3guSfj0BXhYdA+o46eb1ayCgAzeM7gpYyO+kU3lwPxz14hpGUvxWrbp2nFJjtFZSsaLX6lUaRgr8TgflHT4Wk2JB/NRg5gX5wn4Opg+JE7LW9DHYBLx933sURivXYRMwARMwgfsIPCpB7sv116vUHaovxIUPShCMiWBIBV++xcdj+U1L9eIaRu6UIKnQUbO1jA9KkLSrY57nFIvC0b6ZxyUIZrniW8H4Rh1nkGgxHTYBEzABEzCB7QQOIEF0sAAFg0+9aSBGv9UJQdA0DQcXMDzBzTlUdmgYuVOCpMM9axJkrQiLc0HCbBJmFyo1TRMRUoMpQdDxo2NkiAyJE4xfkzhr+Qbz/NMETMAETMAE8gSeIEGmaeIGqfh2nX7XPp/92tngDp84HRU5YkmIzvHEjFqcVS+uYZylJrherzq1Ap0rQUCwgNBA6Dw4nU742PcWCQLBRLWEr4FDNAALOzwwHXWe57IsdfqISpD8dFQ1nhIEs1bJCqkhU4QXO2lYcAdMwARMwARMYJHAoxIEbpjTFM7nM96S9VV7MeP8wSBB5nmGt0NGOptBY3IuCKZtUhhxkgczDV/NhpunK1XZoWFcTgmC4QmICSxVxQIZ5qIBOHLY3zSNDuJoETTMy3VRLtbLoAcIWDhZBItyMUbDg7cuytVMuTIZS29gPGfvslLIjdc6YAImYAImYAK/EnhUguCtGq/dnEsBr/xr3t8XIaxe+b4CukQmYAImYAIm8CwCj0oQdsujIwHrYJumKYpHU35WCV+aTtd17ANIp4a8NGsnbgImYAImYAKHJvCoUEglCPar+CMSRIeH6rrmhIlDtwkbbwImYAImYAJvIPCoBEHnR13XcMbDMGAGBqdPvqEMzsIETMAETMAETOBwBB6VIPM8Y9iFM1IR0J1JDwfFBpuACZiACZiACbyawBMkiK71wL5VHo94dbU5fRMwARMwARM4OoEnSBAgmKbp/PN3dCK23wRMwARMwARM4A0EHpUg0zQNwxCGXYZhcEfIGyrPWZiACZiACZjAcQk8KkHCpl4A8XcW5R634m25CZiACZiACXyWwPMlCPdL/WzBnLsJmIAJmIAJmMCeCdwvQXRLjLAcBpNS91xs22YCJmACJmACJvBZAq+SIPoZl8+W0LmbgAmYgAmYgAnskMD9EgQfxe26Dt+YHeSP327dYYFtkgmYgAmYgAmYwB4I3C9BYL1XxOyhFm2DCZiACZiACRyOwKMSxCtiDlflNtgETMAETMAE9kDg+RLEK2L2UK+2wQRMwARMwAR2TuB+CeIVMTuvWptnAiZgAiZgAnsm8CoJ4hUxe65122YCJmACJmACHydwvwTxipiPV54NMAETMAETMIHjErhfgqDMiytijovDlpuACZiACZiACbyHwKMS5D1WOhcTMAETMAETMIEvI/AECXK9XmVbsn8H/aXcL2soLo4JmIAJmIAJPJfAEyRIXdfpN2KapnmuoU7NBEzABEzABEzgmwg8KkGwNZklyDe1CZfFBEzABEzABN5A4FEJgt1BMPpSFP8vtev1Wpbl+Xx+g/XOwgRMwARMwARM4KAEniNBzufzOI5FUUB5NE1T1/VBidhsEzABEzABEzCBNxB4mgTBiEzXdafTqSxL9IhsKcA//vGP/+U/EzCBFQL/9V//tXLGhxcIGNcClM2HTG8zqn9HNLFbif3jH/9QYfCoBDmdTkVRDMMwzzOUB+aFVFWl2ThsAiZgAiZgAiZgAkrgUQmCrcmwBBdjMUVRlGV5Op00G4dNwARMwARMwARMQAk8KkE0rXmep2k6n8/X6zUc908TMAETMAETMAETUALPkSBQHmf5u1wumo3DJmACJmACJmACJqAEniBB2rb1viDK1GETMAETMAETMIFfCTwqQTj/I6gQ7476K3pHMAETMAETMIG/TOBRCYKtyaqqOp1OMg5z9kDMX25VLrsJmIAJmIAJ/ErgUQmCXhAsyv01M0cwARMwARMwARMwARB4VILM81xVVdd1BmoCJmACJmACJmAC2wk8KkEul0tVVUVRNP/zr+/77UY4pgmYgAmYgAmYwF8j8KgE8Zdy/1qLcXlNwARMwARM4CkEHpUgl8vlf3Z//PuXe0GeUj1OxARMwARMwAS+lcCjEuRbubhcJmACJmACJmACLyVwvwTBEtzUuOv1ej57UW4KxkdMwARMwARMwAT+Q+B+CYK9yP6T0v8PYXaItyb7/zz8vwmYgAmYgAmYwAKBRyXIkPx1XYcFMgu5+ZAJmIAJmIAJmIAJ/BB4VIKEfdn5070gbmAmYAImYAImYAIZApYgGTg+ZQImYAImYAIm8CoCj0oQ/S4MwvhqjHtBXlVjTtcETMAETMAEvoLAoxIkheDpqCkTHzEBEzABEzABEwgE7pcgISH/NAETMAETMAETMIHtBCxBtrNyzHsIlGX59Vvltm1b1/U9dHyNCZiACfxhAjuVIJfLhYtrGBiGYUtNnU4nXlIUxeVy2XLVX4gDMhsxPguIJcizSDodEzABE/gyAruWIKfT6W7cZVm2bXv35b7wWQSOIkEesfPBXhAI7kda+7Mqy+mYgAmYwDsJWIK8k/ZfzOsR1/5OXo/YaQnyzppyXiZgAl9D4E9LkGEYqqrCqE3TNBiyuVwuZVniYFmWHLbAYuNxHOu6xlmeWmwNcGm4qigKvONqjuHyvu85ftR13fV6ned5HEda2LbtNE3MaxgG2FmWZdM0RVHgkoyd+rbNUjBTdhpljGTu8zzDAB6pqoorsadpKorifD7P8wwO2DMX2+aGUrCACiR/FTNloG1bFqRpGs2CcRDAt50ZGZmyxnF8GAYMWukoXl3XRDTPM0tUVVX988eMWJVVVbFvA/CHYUBlFUWB1NIxR82UaTpgAiZgAt9HYNcShH6C+mB7Bfw6ENP3fVmW9BB938MbdV1HXwh3TvUAtwH3hlPwsotWlT9/TAo+u6oqOJjr9do0Dc/ChyHlaZratr1cLuM4FkWBOIhfVRXygvun8akEoV5RO1WCqM2hmGtG6iXzPGP1NQggXJYllVNZlohflmVVVSxFXddUKtA6i0AyVwUzYAnLO01TEAQa/3q9asMYx5GqIvSC5CVI0zR1XaO+rter5tj8/IHD5XIhTMBvmga1BqULLGv1opY7bAImYALfR2CnEkRBT9PUNA3dm57KhNXTpNHgiqgA0gg8Qs8EPw3XMs/z9XqlPmBkDfBCHizLchxH/jydTvDT8HapmtF+hXme0bUAm0PiapuGg52Lri7MUV0zkmZrgL1EeLmvqgoF7LqOOiOYCuWHRDJ5Za5SAxbDgYDGAYHFeg85ZiQI9Bb13zzPHIjBKe2D6fseKFL47FZJT6nNDpuACZjAtxI4gAThC/ei51irmLwEgYNRL8J0LpcL3CT7YLCmNDg2SJDMctPg0uCcmCYD5/MZ/fYUN7BkMf2yLLuuS12g2qZhShDYmbq6aZowjoNMM0aSjwbwxj/PM8QHlQe7PTgQw6tY2HxegR6vYjohoAMcYBt4Mj5GoOq6Zr8XToUcMxIkEFYJglOsXAQgNFP47DtJT9FaB0zABEzgiwkcQ4KgAyDj79Mauk+CwC/2fU91Qs8UHM+iRFAzeCEOIuW0q2Oe50X/upg+JEiqn9Q2Df8qQegFfzVSi8YwxoMwpgClWJYlHCpLGjiwsBkgGeHCrDUAJcTmEQhoTIhQw4AAACAASURBVITHcUTnRFEU3M8j2Hm3BOEIVMg31RmEn54K1/qnCZiACXwlgWNIEPgDHcX4tTLyEkQHNTQpOkgepGcKjm1RIvCq1Ili6IduUmNizgd9Nk+FgRg4qmEYUuPVNg3nJQiGt3TUIGMkrdIAZETTNJxRAZvVDRMgLiThfF5rV2nuCKcVEQikl/AIyGMySsgRRaMSneeZ4yZpfXEgJlWHzCvVGZYghOOACZjA3ySwUwnSdR299eVy4cMalYSZnvkKy0sQrGhIp6PCe9HxYNUDLAmOLfV8wZ7g0jAdVaePnE4nTrNFAbdPR22apqoqxD+dThhcwNBDxk71gqGkNB7HOealRjKOBrCeheoQxDgRJJVilCB5IIGeXqW5I6xaLdAIkU+nE6b64njbtpxjhBmmGh99TjgCA4LSwil0BbE3BVXDJoQRonmeFT4u1FateakNDpuACZjAFxPYqQTRta9FUXRdp3WQlyB4E+V4fGaJI5wHYlINwNkURYEJDfSFGdeutjHMC3kETperYREBuuF6vXKRJ8qL42uLcrFAhpbj2pskSFiGqkMSwzAsGqkFYbjrOu3zQOcBFUxegmSABHp5CQKRChpt22YiT9OknFnpmO3LUsP+0+kEgYVZt+wFgZ5g5K7r2AsCLDqXqK5rpJaXIJibjCJkWiyxO2ACJmACX0BgpxLkC8i+swhY3frOHJ2XCZiACZiACTxIwBLkQYCfuXwYBvYMYfMJ7Xj4jE3O1QRMwARMwARuIWAJcgut3cRd28J1NwbaEBMwARMwARP4hYAlyC+AfNoETMAETMAETOAVBHYqQcL8vleUHGmmkwSZF3ZlxQxBLHDg1z0eHPUIM1uZ47MCmUI9KwunYwImYAImYAIPErAEufAbclhKQ3nRtq0uLu37vqoqrDrBLhFch3lrHRxagmA1Mpen3lr218XfrWGvK/LjKWPRNXS2LsVCylzhnH5fMGStq6j0U0ohGpYjccVyOHu4n3hi8JkA+3U9VFEU3FwgU7q+79ceJotZZJI61ik8CdH8+OBdK8L1euVyxaIouHBsY9tbS/ZYx7lMD3dZaHtaFn2F5pc0EGFXxCxB/iNBtP6wmpTbXWAP8i1Pk5DI4k+VIBpejHzHQfeC3AHtPZe8rXtvY3GGYWCrxrxmyu7FrySuPfLatqULmaYJXw8ONtDffIcEwQcR+YVqFBar5fncgIAg4QAEP7Eee1GCLGaxmMgRD+q3NvWrjYtlQaNa/Aj2lra3mObhDuqWB/g6Ju/WUJbr9Rp2S9JtDnZFzBJkWYKkXjwIyVDlN/1U2aHhmxLJRE6Nz0T2qXcS2JsECWVHa8SWd0FGpHvyhmv1J/Z80yN0xux01LOHC3NXmCBB0oLoN5jCWfTboQ8glSDbswjJHuVnVVVc1se9IteM13381uLgeNr28vEPdLZtW34sfZ7ndJtmliU9Fa5lTHziSvd20lNvCO9agnDrsKqq9M2pbVt2HasuvlwunK6h+5AGjqF7mc9Eem59NDCjNMDBiGmaaBKViu5kNc8zHsHoPKTsQIAp41rtY+SFWnwUB9bq59loDwuCmJpLXddMCsd1Fzi+yGYS193G8tHwWEHp8ARJn7MsC7dKI8DUeO4ktlbRqvQzuSMa9yjTJgSJwP7eqqoulwvbYVEUfMFF1bC9ET75pOmzkYAJLtHd5/ipYZT9/f+i4JAg6f7C+l6VsQ2v9WxL2PYN1Yq7gC0wk8ghTmU2wYP9aDkcMlgrVMa//prFWpo7P85HB+1MvSZPpV9L4KkQSNteiHDon+GWzLwVgJh2v/GTooHAx4ntV4LoMKoK2/P53LYt9zLn3YtvjtATjOPIsELXvizuEY5nonru9A4J7o0KA/myQwxbgOsnRZD7ogShAdq/HXxw13WLnhsWqlemhVqQeZ6bpuFDH9+FQXaQIISJn/hUDRMnGbUqZMT0Q28qtjxPa0qrA+Gu6+ixYAbyxbA6nuAYCR6GIVPRNAylrut6MfeyLPkt39CfCZVAY6AwqFFgG9JEQ6IiwR6pKE4+fa1NtApmp8MiKaU3HKl+/pBRKjh4r61ZQunGEuErRXzf/TsShH0Y6befUnoZsN8qQdKWkB4hKNx31PSL0yAW2x5T+IIAXoxVVaRHtJgAMvz8YVwGDy7G2Qmx/UqQ9Em9+DKB1nm9XlPRQNYaCJ8CUW+dhvVJqu5NFQbcpGaBMDUKfuIGC70gixIE816ZoPp+Hlz85gj3SteC6CX4mC17fYgOcdCgUeQ0BS0OUWSipS8u28cgmP5i5yEy1aphGXlhPndGw4Vag8HIgEjL2zSNdiODHvzNrekvNmwW6m0BPOIpqvCE4k/Mg9O7cs0wzCkhHH39yriZtdT2fByI9P0hWIs3ezIMZ/nTEiTT3ctvifOWRwNbbIqh7ZHwFwRSwZEeCcWs65qTo3k/hjgfJ3YkCcJXeR19QJ82ngJ48wB3ttdAPLgHdSppWBMJF9Ilrz0+GAEGbJcg6F6DM0MvfSgCfqq1OEJ/GU6N46gvEHkJApUdUggrgIgiE43G0Pjg3Xkccoq3CioUZuAJjpUafd/TVa9VNA3L585osEEdSTAypKPl5cgRDMa/aDDb05+mCek0TdP3/a++SqE9N4yS6jsW9TGKBjnI3r587khtmibMvaeT/msSBL1xOn6/yG3tGULvS4CLlx/xYNoS0iMsl96hOIgGxgcCY7LRhjd+jXDQcCo40iMsGqZF02OO41iW5aJo+zix40kQvFTxWRmcxDiOfd+j/3yReHAP6lTS8EckCOYHQbTio2tsWBpQa3GcKPQUPh/T9z3uyXBKJ9Npg9ZoSFyfkmSYiZY+NYJ3Z1nQY9H3PW8Ypo9u/P7nD66aTnqxonlhPndGgw0aORhJpIip5V3rneJcEBYwkz7iYPwFumrtZYWpvSKAYmprX8wlU+QQHwliGo1KNIY/OP0tmPrIT63ZtXR0EHktjt5cIc6WLMIlh/iJW4m3c35yJZqTqoqMXmHbOwSHm4wM39POzAVhjzjTz2DJnOLlrwscTIKomwQU4EvfEvACncrkMMKtTiUN60M5+C12cqSVDcPCiA/uGdijNmuY1YxOb7wi643HCIsDMRy20IKEp5ueClkrW42GTDUdoshESyeXBe/OsqQPWabPOAhUVZXO79GK5oX53BkNyaoBwciASMurQIKd29MPF661pRDtuT8h2X9NEzMr0xtt8cK1gmQ8x2I6Oz+oLWfN1PDAWYyWaUtbslhMc/8HOUMIpq61GQ4f69MYN+biszGTzv6Z5C3kEx7R0qccLwcEvVt3S+xgEgT7c7A3mGtbrtcr5oFSc+DlQ+sA1YOawAs3N2/BT3UwCGujD36FEgRCQU2Cm8QjGzcJN4BKJUiY1cg2hPRTj8sIsJC9QWiOeKvQgqDVwoxQ3uBfnytBwsJ00Fjsl9Ia4TIWlEvXr2OuKzpL2rZdrGjWUT53RgNMfcpvlyCoOFbQNE2cVJtJX1sFutn7vkcrxcTYRUSs9KcHwkNtLX3UUfrOimoKm2Egst47TPbrJUj6FCqKgjNS8dqaVvHflCC4F/jsDXdNVVVlWfIB3jQNlqfh7Yv9AdvbHhvhcQN45uDOSh8XGG0nT2wnCIB4p0UP696IHU+CXC4XzjbHOAVGE+AD2NPLpSJpg4PLKYqirmv1f+q5t0sQ3BJcnKmd1VyE2TQNMkolCIfiiqLQ3mnE58MrLQUsZL66nlMLggYHLDQDzRRZ8CZ/rgQBFq2p0C2kJWKNYKEKH0ZhFz/ce5mK5oX53DVaGG7fLkHColxMWEH9ZtLH5ABUR9u21KY8wupQPq8LL85ooa7lWdV8MAbPOwpBncrD1Uap2V8jQdiw+cDBPZU2ThwHCrwnUJzhjmMKCLABrGWRUj3uETyCUHBiwSpuLHvRovEpoc9Y3L9sqJm2p0kdN6xr+Nu2ZWvBy7nOOtKdC/ZMbKcS5LhN5FmWZ16MkIXqjGdl+tJ0whKSl+aVJv7Z3FN7jn5ky/jC0cv4dPu/eIzguawyQwzPzehrUsvMC9l5GS1B9lhBkBfa751auX8JwoGJ/FyztGhPOfLZ3J9ShN0mguedvt/v1tRdGVZVFXuYdmXY3oxZ2wxpb3buxx6sedFOkf3YlrfEEiTP5zNnt4zQ71+CaC9rXdd5RfV00J/N/enF2VWCmbXiu7JzV8ZAt3Hoale27c2Yrx9PeTpw3Rrx6Ym/NEFLkJfideImYAImYAImYALLBL5ZgoTplssAfNQETMAETMAETOATBCxB7qSO6dn5blXMeOe6zZATVgfoPPAQwT9NwARMwARM4IsJWIJsqtynTLwIazU3ZexIJmACJmACJvClBCxBNlWsJcgmTI5kAiZgAiZgApsJ7FSCYOs3btqjH85AXwK/u8YPqaPI2HEPF2LbrsV1Spn0uVcVEum6DvqDxhRFwY9fXK9XzDjRrYKxhx2WLLLng5vnIJ1hGIKsmaZJtzJjgrrDTFEUHrjZ3LYd0QRMwARMYNcEdipB8OEukDudTnTk+AYYl2xBSXBzdN3xFx9708+waT1k0seeYNzRHPtCBrnALU2hb8Lec13XcZe6YLnuCqBpYkNxKi0uerxer2VZcjbJOI4Ma3EcNgETMAETMIHDEdipBAkcdW9vdercnRfxw6ntK2KYPqaIptuiq1xAXpp43/fUHNgol30VapKGsYN4URToLMH3bLXU2Dwe+TI1jeCwCZiACZiACRyawE4lyPV67ftev5LAbzsFR46VKdfrVYc/UCWqEkIlraXP1EL8vATBWayOQZ8NR3/UWg0HCcJPvehwD3p3AKGu677vrUVCvfinCZiACZjAcQnsUYJgVEK/kqofDwuOnKJhuwTJpM/UQo3mJQi+PYZBlu7nj5ertRpOJQiHk3gtA+M44ovq+LQejztgAiZgAiZgAsclsEcJkn5Oc4sESb/Ts9YLkkl/7fNIv0oQzt4oy1I3C1HZoeEgQfChUfadrLUnmKfpr8X0cRMwARMwARPYOYE9ShD4e87cxCTTXwdiMP+0qirMJD2dThjCSP16Pv3F6aiYBsvpomE6KuoY36CinTiosoMzTnBKZQ06ZnR1T9/3XdedTif9TnrbtmVZokQQWB6a2fkNZvNMwARMwATWCOxRguDDqlzF2vf9ll6QeZ6v1ysnVTRNszaqkk//er1yxW9RFF3XweVjkgfmauiiXJJFT0b4GJtKkGmaOLtlcVGu5ts0zTiO0zSFg+wCsQQheQdMwARMwASOSGCnEuSIKG2zCZiACZiACZjAdgKWINtZOaYJmIAJmIAJmMDTCFiCPA2lEzIBEzABEzABE9hOwBJkOyvHNAETMAETMAETeBoBS5CnoXRCJmACJmACJmAC2wlYgmxn5ZgmYAImYAImYAJPI2AJ8jSUTsgETMAETMAETGA7AUuQ7awc0wRMwARMwARM4GkELEGehtIJmYAJmIAJmIAJbCdgCbKdlWOagAmYgAmYgAk8jYAlyNNQOiETMAETMAETMIHtBCxBtrNyTBMwARMwARMwgacRsAR5GkonZAImYAImYAImsJ2AJch2Vo5pAiZgAiZgAibwNAKWIE9D6YRMwARMwARMwAS2E7AE2c7KMU3ABEzABEzABJ5GwBLkaSidkAmYgAmYgAmYwHYCliDbWTmmCZiACZiACZjA0whYgjwNpRMyARMwARMwARPYTsASZDsrxzQBEzABEzABE3gaAUuQp6F0QiZgAiZgAiZgAtsJWIJsZ+WYJmACJmACJmACTyNgCfI0lE7IBEzABEzABExgO4HPS5B//OMf/8t/JmACKwT+67/+a+WMDy8QMK4FKJsPmd5mVP+OaGK3EvvHP/6hAuXzEkStcdgETMAETMAETOCPELAE+SMV7WKagAmYgAmYwL4IWILsqz5sjQmYgAmYgAn8EQKWIH+kol1MEzABEzABE9gXAUuQfdWHrTEBEzABEzCBP0LAEuSPVLSLaQImYAImYAL7ImAJsq/6sDUmYAImYAIm8EcIWIL8kYp2MU3ABEzABExgXwQsQfZVH7bGBEzABEzABP4IAUuQP1LRLqYJmIAJmIAJ7IuAJci+6sPWmIAJmIAJmMAfIWAJ8kcq2sU0ARMwARMwgX0RsATZV33YGhMwARMwARP4IwQsQf5IRbuYJmACJmACJrAvApYg+6oPW2MCJmACJmACf4SAJcgfqWgX0wRMwARMwAT2RcASZF/1YWtMwARMwARM4I8QsAT5IxXtYpqACZiACZjAvghYguyrPmyNCZiACZiACfwRApYgf6SiXUwTMAETMAET2BcBS5B91cd2ay6XS1EUp9Np+yUHjTkMQ1EU1+v1oPanZrdtW9d1etxHTMAETOBPEdi1BBnHsWma4uevbdvtFdP3Pa4qiqIsy+0X3hfzdDoVRTEMw32X33eVJch93N5z1fV6LYpirdFagrynFpyLCZjAzgnsV4L0fV+W5d1+HR767svz1VaWZd/3+TivPnssCfKI0328F+SR3F9Rj3uz5xVldJomYAIm8CuBnUoQ9Cs8MspgCfJr3b8zwiNO1xLknTXlvEzABEzgbQR2KkGapnlwsHyjBEF/Rtd1GLhpmmaaJtC/Xq9t2+J4VVXsUCnLkqM8GH8JHRLTNPFC7cgZhqGqKlzL1BZrehgGHT+qqqppGsScpqkoivP5zAKujVVxNKqqKoq5X69K7blcLiyyFieNiSNQDOR5uVxIAwfbtsU4hUJApxfTBAEmonNB1jCuVWWaO3MJgbWSVlXVdZ1GZvtcayTzPIeuMraxqqrqnz8kOI4jW0VVVeM4akYOm4AJmMAXE9ipBCnLsq5rOtc7Hs30tfnKK8uS8uJ6vSJTXAI/gVmQ4zjqbI/gXVSCXK/XsiypGE6nEyYEwHFeLpd5nq/Xa9M06oCDkefzGTpjnmeEy7KkJVAnyLRpGsgLuE+m2fz84ZLL5VJVFbLOXxXMwM+u65gs5AUFTRofSoLF7Pse14ZekLwEgf5gLtAQKEsGY6YqQ+6p2fmSBkUIFQitsLGRQLJA3aKZQWGHWUTDMHx8gG8Njo+bgAmYwNMJ7FGCwD81TQNPNs8z3iDpk7ZQ2C5B9KHPd3FojvP5zLy6rquqCj8zEoQp8EJeoi+4p9NJ+zlCZLxDw3kPw9A0DUVY13XQN6p7cHld15A7UC3szpnnue/7X69KbVg8Esoe4rRtS0p6KoiAvAQJWehATFmWaxjDVVoRIXc1LBNmgpCVzBcyaJ7njY0E1aGtl/agaGznGWN8ygRMwAS+j8B+JYgqA7jktfUFi7VytwRBnz9GMfDmjfThLeDX6ZxwStWA9rHTMDghDCvovypxGBkBdGPM8wzxQeXBPhvNFJcwa5iqGXFlUOaqYAB/Xi4XuHMmGKqGMemVi6Louq7vezpXOl1EzkiQ1GFTguQxhkrRGgy5q8EazpS0/flD5LquQUCzwKnFRkL7mRftmaYJg1xN0/R9T5XDmA6YgAmYwBcT2KMEgeAIo+/0rxsrY4cSJCM40kKh8x/DKxiOKcsShUI6GTERBg408cxVGo1heP2+7/kSHzw9YzJwvV77nz84V7hVOl1Ee0SCrGEMhqk+CLnTVA3kS3o+nzEWhlEYKFHNAkndKkF4Vd/3dV1DuqlVDpuACZjAFxPYqQTB0INyL8syiBI9m4YflCBpH7sOMQRvp36967p0hAU9+ZnOg9R+eMSmadj3g0mpTFwzxeVUaZn1RJmrUhswgqNTQdNZlotX8WBVVbA/FQGBIcdN4OM5+2SeZ/Yi5DGmCdLyNHdayECqJ0KC6I4ahoE1srGRLEZbnG292HhooQMmYAIm8GUEdipB4ICpOdq2LcuSkxvKn798TTwoQeZ5hkfnJFCdjsoFEbBB/Tq61heno2oKp9NJJ7sslgULJdg5jwkxTFkzxeWUIPM8Q8Ox6wITSuZ5zl+VmgH3z3RgQ0ZLtW1L9YAuHERGxwxrEBbSDWN2BdUV1B4in04ndA9wOuoaxqAYVFKkud9RUjCs65o08o1E7dE1TTAGZUd3EYqm01RT83zEBEzABL6PwE4lyDzPcNKYf6BrZfEiTne1WCVwP7g2H1P9RHjpz6y3nKYJfhHuMPj1y+XCtTy6inUYBl6FfHWuSVqQ8E4MWaYOPmzQrhIEZeFi2rqucWEwlU40zZ1HCBPTUAIxRkNAy6haAZoDNYJehGmaSAkTR1hTWDHEqlcxgU6RRYzBsHAV82IfRrCctV8UxWJJ0QcTJttmGonac7lcaHPXdeyV0UaO3VTzTSK12UdMwARM4LgE9itBjsvUlpuACZiACZiACfxKwBLkV0SOYAImYAImYAIm8HwCliDPZ+oUTcAETMAETMAEfiVgCfIrIkcwARMwARMwARN4PgFLkOczXUuRi0vXIuzw+H02c7rlDkv0apN0Fuqr83L6JmACJnBoApYg76u++9z5++xbyuk+m18nQbCnWWZVCwqB5TDcmzWUrK5rrr4Jpx7/eSwJEpbkdF2nS3K4IrooirAqLYAKK6HatuUCbC7LwhInXRUVEjncT2zAo8TSlWhcVL9YOqzQ5uKv0GL1E4+va7GLhr3nIB4vKD7X+q1ljT0P2YqUFb8Bic39Qo2sJXjE46fTiV+1xPc+10qhSw51YWZYVIiFeLxb11J73fEjSZB0QelTuNznZe/I+qUZ7QrOEyXI40m9FHtq3h0S5EV1t6WJ6ofx8DlDbjyDHdXgGLBMuqqqtYe77gczTRO+BrxoANY2/+pvFq/d1UGuzFcmAMWdY+Aa1/bzhf5g5KZp+DVK7Erw3bvlavHDVzbTikajWtTB+g1IVAo3HErTOfQR3ZchfFQ1lOt6vepeRPgkGfdz2n63hmRf8dMS5D+bb76Cr6b5Ul/4Ijd2n82pY1YON4UfT+q+Imw0MjXvWBIkFBOs8EoUZES6a224Vn9iL0E9wrB+7pEHDxfgLi/cgXetCJltndVJcNtA9JrkNwJey+tYx6uq4uaT+BZppqcnbHrEkqbNUtswo31HQHfo5ge5FgXu4o7MYU8jMsncrYzzusBOJYju7qXbf7EXriiKy+WC1nY+n7HxFHauxCki4/djcYQbbeENAykwWdwD4RJ0t6LfL81xnudpmvBB+bS/OnS0/vrAotnaQ85xB+SuXbu4M6E/WAoSWEyEm6yz9zK8W2RsXkuQXzPGvl5rzws8Z9kzH7oHFSNOkSqKBg708eGGRAcj3iMB6nq9LtZv0A3YmxVZ6Nu5Xru4lW3GvEW2eNVDRiz7Wt2xJbwzgLsDEqQsSzY82BBc5ppheOVSkoyJwi6eYpwDBcL2d6nlGDdUR6txQrcH3nHhUXAPav+KXvgF4bQlpF6TxQQZdhfxOAJlWWq3B9CFON/xM9ySqfxiMUGM3R7YGZIdnIyGzjY+i/T428J7lCB4A+DjbxxHhNFqtSHCSagHVbkAiKon4BrxhIXDo47Ru10vYY+oShDNEV1efMqM40ixiZuBBsNjaUZr1YwGRKmB/TQRGVumogh4oUSCKZxMImVZ8ou7oUMvY3MmQe0LzW803nUdPRCqD3xQ6bxJTqcTKj3IBeonfLqvKAp9CeB7FVIGGQ2DoaYJ/YHKRS86zMM3a3i873uarbWmSeF4hu1a2dO60yzeGa5+/pBjKjgyyhKXUN8vsprnOVWN7yzd0/P6VYKg7fFGDgZgcKFtW3xTGrv1Iw5eTFXjriENaR7lZ/odq/QIywKMlPVhH2FcyG8dhE8oMJGjByBnVVWkR7SMaJzDzx+cFLwG4/x6tzLmSwN7lCCpQAaC9EmdepeMBMEp9VhINk3kVwmiMgI+TCuJu6HzfX0tI71Kw03TUNPM84ymRsvhCcZxxLdzcWEKJ5NIMIyfiFMHn9q8liCkCZUWPI2+l2jRQpiWqA0aZ9HH8z6s65qgQECV4hYJUpalegi8wW93lnnzODlRS8Qwy57WHeO8M4BHPGngCcWfmAe3pVoxp4T1wiKgmN/kSvMSBJ+LyhMbx7H5+SuKQn1nXdf4LCLooYeAzZ5IjxtIBUd6hKWjN8URNDAF2/38YXRM3w+ZwhcEUsGRHgnFrOsaz9XMpKK1uzUk9bqfe5Qg+HAJ7kl9+0yf1Kl6yEiQtedFmshNEoQfH9FxkKZpUsecZrRWrxyq0DT57MajrSgKugcOJKsOyCRC5wcDSCZv81qCablSx8ySXi4X3hUoHR6sa2/YaVJqvOo/fO8eGalJGsZZponyKmSEz+czHvq4dfGSyiJogEnxoJrH786wp2qx7GnDZmpvC4BScHI4CCbowGA3Vd4wXBjeur6sCyRUbgCCvsCqqgIEjTaOI/0ov4uEWzi9HTBqo5cfOpwKjvQIC8gHFI+ggeF9A1+Ywil8jEln9fKSowdSwZEeYRnDtGi8r7KxMRoCi3driPO6nzuVIJhr0/c9J3kselmw0z6Jj0iQxedy3p3nazQ/OEcJQlGyCCeTyJqbzNu8lmBaC6ljRnmRft/3lEq0JH3m4pI0KV6CCGVZIjV9a1STNBzShD3sXsJZ/otFgBQNKvgY51fz+PTMlP3jEgSItDmxgBpYawAaB2EkCA+BI9/XBZKRIByLzOiPxYF8DvbjS9cKlg1JDx43jPag91RmLgiak8KkXsFV2tJwo/3amI+ILkxtXmxCKFf4xCnmyXGOYCh7ereGCC/9uV8JwmKzkaVParBTCYL2Rw+HDhXMKlhr4mkimNlAA1TWpJHhotQGXJi2j/RaZhECa/4Y0eq6bpoGqdF9pnAyiQQvzqdb3ua1BFOwqWOG5cyI5aUl6T2DOGlSvAQR0Ad7Pp85BYf3Gyolxc40t687qKqKk5No/OKQUzCPRWaAlzNmWneM84YAhP6vGd00QTKtze/rAlmTIJjhoY+gRba410K3E30MGq161lSULCZ7oIOcuQWb0zbDsqSqAnymacLDR2kjsoobpnP0exnl3wAAIABJREFUQLiJ0gcvCwiY6pVIjHEYyJBnnNcF9ihBMBWRtx9mZoEmb1EQSb0LZjNwHBrPfToPOFGoaU5HTZssnraIxjUgsCfNkSuwKdL7vocBaDFMB0OVbBYYetebh9UMk2j2NE2cyYg0kQieSsw3wMkkQueHHNU7ZmzOJKhTF0FvsdMP9FhkEMBTGF077E/idFStC1gbjMcyE53KFyRIWr+UIIzJdyZUN7aE4kFmwQpi4FfzyDZT9tBomfgbAuGhtpYjjNfHOh5/qDv0+vIsIpMeu+j0yFpGxzrOyqXZ+f0tIDt4a+DJRm74iduZTxXc6Sl/5njcAO4dPA3SW6yqKh1PwbMOD2FE5kMeq8dxCvtxkfBx4SxajkcZ7iP2tDGmOhS81TRNg/aDiVwg9uvdygTfE9ijBIHH5Qi9rofEbEGcWlzMggUs2D8O/cY6seN6vaKekAL3gsQdXhQFF6ZzLjr7G9YkCBblarJN0+CxwvFdLNYNDyxdfZBWNqUPTcUsCl0DgudUXddsZ5yuAWsXE0nnnKpheZvXEsQQLE1VHx+KhrywdhfPIL4I6kps7fPnbBtosiBB0NFVliWlGIUFsPAn6zeYpzt7InGs5tW9HzLuM2+ess2UPTTsAO11P9lgUHf4lzXCs23bokXREjR4HuRwFWuWMbfP7dVLdh7WtgFocKV8kihPLsWHbtO2hFsAkfVBF5b660zVnZO5yTzFpVig1fgOhjR5++jDAbP19fHLp/pNlhwlMlZcosGE3VGDQ1l7nKL3jrc2l0Z+isAeJcinWLwz33TI4525Oy8TeJCA9ns9mNTfufyzPd4H4pwZYjhQKd5p6nEdiiXIO9vJf/LCFGW+pv/nhEMmsHsCeN5xQG339u7FwKqq2MO0F5t2aUfXdd86mPIi3sd1KJYgL2oSvySru439EtWnTWBnBHT/vZ2Ztl9zoNs4dLVfQ3dg2cdHB3bA4DYTjutQLEFuq2nHNgETMAETMAETeAoBS5CnYDx8ImGG5uHL4wKYgAmYgAnsnsDflSB1XXP9y+6rKRr4dOP3LEGwCWCYHh+J+LcJmIAJmMDRCPxdCbK3mvrs/lT3SZCwPvZZRbjPmL1VqO0xARMwARPIE7AEyfN539ln+e/7LL7P61uC3EfbV5mACZiACczzvFMJAo/IbViwkk33xQrd8tyaBvufckGX7kuGXcu4T7463Vuz06ajO8AURcGt6xhGZOzdhDDLhX2cxnGE/tDtjDBznjukYXMz7r6VGs89jqqq0tWS+JAbUtbNf+Z5JjRsL0hoWjrs/KMbMXFTQm5uw8TVfnJeqzXIF9rA71tqkfFV7rCX2vV6ZRydOQ+GwzCEvcJCcfzTBEzABExgJwT2K0HC94XDNtu6BgmfdOHGxvopk+0SZHt2WnP4yAj10DiOCGP6grp8ShB8cYanhmGAwEp7Qc7nc9u2KNc0TVquIEGKouB+A9jmGUZCf0DNYNtT5puBpgXE1qJMHJt48uevvSCZWivLkgICmw1zd3YtHYzRjMABW6rodpMA2DSNbvnM8oZC+acJmIAJmMDHCexXgoSX8qZp+P6NV3NsVQ4np+/96sC2S5CN2YUK45t3OJ6RINiTON0eIJUgIU1cCNerZdRw6Okpy5JfoMApzMDNQwv5hp/6DT9VBvwUiNbFWq2Fjg3uGYy8Qok0crptYtd1+EBdCjDUfiiIf5qACZiACXyWwGEkSOj2Z+e/OmagVAcWnJB+81ajaRiJrGWX1hYGKeq67vue79wZCYLvsfGrMZQIqQdFDwSHFVDkjRLkdDpBZ4TBEei2PLRQRnyzXsdiKNd+lSAZjOFa/ZbKYnWg60WjwU6UZZqmFKD2G4VC+acJmIAJmMDHCRxJgtDBK7W8N31Egixmp1kzPI4jvnheFAXcc0aC4CqMv8Cvo3cn9aDNzx9HPbSk6qQ1zF4QSpDz+Uw7GdCkcDAkwpj4El7btqShMYOMSIsQPijFZLVjAwdVW2gWOMuMNBpOWYIoVYdNwARM4EAEDiNB1t5o0555dWA6akD3zJmefJvXS1B5a9nlqxbGIH16TVzCuSAhBX65KvhviBjqD37udXsvCOapaArMOg+N0UhMx1aUVShjKAK+YUvImuzdEmTR8sxAzFruwRj/NAETMAETeD+Bw0gQDCtw4uc0TV3X4dVcP9qJhSF0PPiJGZ1cmrFFgmSy00o6nU76HXNMBYVKUPWDaaGYh9H//CEOpmHS2rIsdb6Llut0OqHLZLsEoWphBwYIoPiaeICmBYSqoI4JMbWMuCoUIYMxyBft3tBaY7K0IT8dVdWS6kh0lhCFltFhEzABEzCBjxA4jATBG7lOjOi6Dt5Ul8V2XRf8IhdwNk0DP7RFgmSy03qCEuJ8i6ZpkPg8z9M00dqu69gLQiWEq9q2hapAjpw8cfn54wyMtm3VSWtXhIbTfothGJgIvD6yu1wuPI7lRVRCWsB5nvENRljb971mh3U6OAXvjiUzOAIUobystYwEmeeZ6CA6NXJ+Ua4lSKg+/zQBEzCB3RLYqQR5hJf6yEfS8bUmYAImYAImYAKvI2AJ8jq2TtkETMAETMAETGCVgCXIKhqfMAETMAETMAETeB2BL5Qgr4PllE3ABEzABEzABJ5FwBLkWSSdjgmYgAmYgAmYwA0ELEFugOWoJmACJmACJmACzyJgCfIskk7HBEzABEzABEzgBgKWIDfAclQTMAETMAETMIFnEbAEeRZJp2MCJmACJmACJnADAUuQG2A5qgmYgAmYgAmYwLMIWII8i6TTMQETMAETMAETuIGAJcgNsBzVBEzABEzABEzgWQQsQZ5F0umYgAmYgAmYgAncQMAS5AZYjmoCJmACJmACJvAsApYgzyLpdEzABEzABEzABG4gYAlyAyxHNQETMAETMAETeBYBS5BnkXQ6JmACJmACJmACNxCwBLkBlqOagAmYgAmYgAk8i4AlyLNIOh0TMAETMAETMIEbCFiC3ADLUU3ABEzABEzABJ5FwBLkWSSdjgmYgAmYgAmYwA0EPi9B/vWvf/3TfyZgAisE/vu//3vljA8vEDCuBSibD5neZlT/jmhitxL717/+pQrl8xLkn//85//2nwmYwAqBvu9XzvjwAgHjWoCy+ZDpbUb174gmdiux/+vx9yVB1BqHTcAETMAETMAE/giBz/eC/BHQLqYJmIAJmIAJmIASsARRGg6bgAmYgAmYgAm8iYAlyJtAOxsTMAETMAETMAElYAmiNBw2ARMwARMwARN4EwFLkDeBdjYmYAImYAImYAJKwBJEaThsAiZgAiZgAibwJgKWIG8C7WxMwARMwARMwASUgCWI0nDYBEzABEzABEzgTQQsQd4E2tmYgAmYgAmYgAkoAUsQpeGwCZiACZiACZjAmwhYgrwJtLMxARMwARMwARNQApYgSsNhEzABEzABEzCBNxGwBHkTaGdjAiZgAiZgAiagBCxBlIbDJmACJmACJmACbyJgCfIm0M7GBEzABEzABExACViCKA2HTcAETMAETMAE3kTAEuRNoJ2NCZiACZiACZiAErAEURoOm4AJmIAJmIAJvImAJcibQH9fNm3b1nX9feW6o0RGcQc0X2ICJmACO5UgZVkWyV/btvdV2PV61cSGYbgvnZ1c1fd9URSXy+Wz9tjvkr9REIUDJmACJrCdwE4lSCjA9Xoty/JB6dC2bVmWIWX/vJvAl/ndsiz7vr+PxoMoLpdLURSn0+m+3H2VCZiACRyUwDEkSNd1VVU9iNgS5EGA4fIH/W5I7eM/LUE+XgU2wARM4K8ROIAEwTvig10g8zzfJ0HgmYZhwFAOXlWHYaiqCkeCYRglwamu667X6zzP4zgyftu20zSxnQ3DgFGnsiybpimKApcgx3Ec67oOGeHU9ecPp/Rf2pMxkrmvBbTPaRzHoijO5zMid13XNA141nVN+6uq0vf40+mE4hRFoSNoEC5rV63Zo8cvlwvH6dROjZMJXy4XGlYUBXAxQaI+nU5htKuuay1I13WIXFVV/fPHTNkGlAmbMXNHajiuNfjxITYWxAETMAETeCmBA0iQtm0f7wJ5RIIEPwfXDj9xvV6bpqHXhyuCwpimqW3by+UCF444iM/iwBPTc6cShHoFsgM6gBIktIymaaqqQu4ZI8NViz+bnz+cglUcpKiqCmVp27YoCh5XhXc+n4uiGMcRKXRdR+eduWrRkvRg13UEDhQEmEYORzCiR2PGcWQ49ILkJUjTNHVdA/X1elUJAnTQkZfLpaoqNBVIjaZpYC2EFAqCU9tLEQrlnyZgAiZwUAJ7lyB8d3ycr/rI7akFzzTPc1mWdK7zPJ9OJ0wxgdNibwGzqKoK3QY4Mk2TvnzThc/zrNpCw/M8Y0YtPFY4hWTx5s3c14ykVfkAtBHilGVJFQjjkUsYiFGf3TRN13XMAsb/ehXj3xRIKyhzeaY5hXS0OEiQvSAQWKoYiAKntJer73vUfqozmGB6KlMEnzIBEzCBryGwdwlC5/c48adIEPgY7TZH+Hw+QwTg9ZfWwvuqzoCI6bou9WSqLTRMCYJ0wikM9FDWzPOcMZKG5QNI4Xw+YwiJymMcR07ppd9FUvDZcMxhXAOI2HeiS3n1qrxJPHu5XPq+1ywCXsZcDGBgq67rvu/Zm4JK0XQyEiTlTxQ4FZoHiKU6g30n6alFy33QBEzABL6MwK4lCB7N6iceof9ECcLOBrXnVgmSel/1bRrOS5Bpmsqy1F4HCgg179Ywhp/atgX/pmn6vudEEM4FYbJanDB0xTj5qzTaWhhF6/uenRCh92LtQj0+jiM6J4qioB4K6dwtQSjRNMd5nlOdYQkSEPmnCZjAXyOwawnyxC6QR+aC6MsxJhPoEbaYMG2Tx8NADHWVjsggssoODWckyPV6xXRIZofIwaHq2Y1hzGkoyxJTGTC5hBNB8mKCzjXNix0GOKXCJY2cHkl13iMlRZWhgCEdaB0KnXmeOW6SVjQLlSmOJUhamz5iAibwxwnsV4LQVac1VP78pcfzR57SC8IZG+ybwdIPuDG43u3TUXUC6el0whiBrojhsI4O6Kg60RS0+IizaKRGy4SRAmfOQjDp0hj6XSSi3hf+mzM9p2niHNLMVRljeApWURlgWcqiIuQlGjidTpgjjINoEoCMGaYaWfuWIH1YIpWVmDfD3hTUCC0chiEzF4RXaV5qg8MmYAIm8MUE9itBMl0gt0oQ+G+O0NMxb6nX8HKMS4Zh4FpZRIAbu16vXKtZFMWvi3KxQAaGYQpnWJSblyBQaSwXAvTHa0ZuKfU8z2knTdM0OsqQFxO6KBcooNLyV22xDWqgKAp0ySxW0Fo6EEMk1jQNrEJ5WadoIafTCUupMa7EXhCMqjAy1vtQTMzzrFNVsG45PxDDSc0wjCatlcLHTcAETOA7COxXgnwH35tKgcGOmy5xZBMwARMwARM4KAFLkE9W3DAMnEaKPSRu6qH5pOnO2wRMwARMwAQeI2AJ8hi/x65+cKPPxzL31SZgAiZgAibwSQKWIJ+k77xNwARMwARM4M8SsAR5ZtXrXMubpkk+04gNaamdG6I7ys0E7qj9dNXuzbn6AhMwARM4FAFLkGdWl7r2O5zQdlOwKuTupRNq5/ZMnxKzrmtdVvOUNHeYyB21/xEJki5c4iIsrNPhwp+maXTjeWW+uDJLt+tF5L7vdd2QpnDQMBaiK7F0PZR+zCEUM8Dn94NCNOxDw5Vu4eyhf2KNPRaC/ToN7nq9cjVc+ITkTekcmhiX6eHzn6HtadGmaeIXMTN7ReIGz6Sjab4ibAkSqaI131cl6trvcELRlJf9VjtflsnvCe/EjN8NvT3GHbX/EQkyDAN9GyZE83tG8HxwDPy84sb7Ar5ZJTI+pfRNEmSapvTxDVDcFQZL9Bc3U4ZY6fueSLHonT/R6LDFjn4P8vbGuNMr9COd+tXGRXOnacJmPKkOvimdxcSPchCNgbdkXde8W0MRsGUlz+Lu453OyNQoodUxwhsCliARsiVIJPKy35YgivYjEkQN4LZ7eMqHXXfTfWLCtfpT91DRXXm+RoKwc4gb+WjxNbx90zk8eVSvwO/i1T/1H5rLEcNVVXE94DzPXddl+kczGy7flM4RQdHmsFdWuk0zY6anwrVQwED3axtmsq8I7FSCwDnhG2l8A9B+S+5Tya++cU+w0GOMzTbSvj7tu6vrGi8uerAoCt4Sa4ngzkHieGTzIcv34MW6L8syFZ4oNTsb8Z13aHxkwU5d1UnX67VtW0TQ3jk8+xaxqO/PrMqZpokpa1feWkWwvrBvGK3VhsusmTIsZ4Vq8fk2CfeML9Qgftd1l8uFKr5pGvLcbgbZVlXFvDAAwZRpGEqxaB52NuMleJ2lz1CMoXFyS9yiKHC5mqHc3hNG6SBB8IVkzVf3hNXjIYzGqV0giJDxIiGFo/wELja81GzIL3W0aRwcQZ9KaGxQcroz8trlhzuOO1oHX1KvyUKlX0vgqZvS4VUHDYRbMvNWAGJ8BM3zjA9usOD44Cg++WkJQiz/CcA/6a0LpvRq2JISF5RlWVUVTl2vV33SQTrgaYg+UjZ6HXnVLlD17kg/n0hd13hkh6wpQWC5vtxUVaWNg8VGqdVCeCakD8M0jGcfyovw5XLhBuQZLNQBkFDMEVnAC+JrONqVh+fjWkWg712TWisjVZqaAQi4T1gWiDBuLcrNTJEXVRF6HdFatptBaRu+H7RWQN7GqXmh2xOqDsVX2/BNY+55j4yUWFEUn5Ug1c8f6iIVHHpnsdGmgaqqgitFnI2Xpwnu9sivEgQ3FJ9aiwVBi8WdrhH4xYCvlCAotbb29AhpACPfpvRFK70qPcJ0Dh1Im0F6RAuIxjn8/OEpBN/BT6mjWf7ahjXNV4R33QuiBcb+5TwC+vDrdPY4q2q6LEu9/zEkxkQYgDPA/YDmDjeDCGuJ6FWIqT5VrarrmnIKV6XviOmH34Il2lGvp4I0ZqHUADg/fuFF7WR8Fha+E7uMh7NwwywLv593Pp9h0mK5NBHNWsO8MXifoKsQGkjLHuzETyZ1hxno9uAEt7WWhopbNA+9KaHNACP0qxLglu30MTibllGvekMYj3jeL3g28SfmwVE+rtmT4f/XJAg+Yf0rMZDECxIj931fVRVaVN7TrFXEzo+nQiE9wiLQm+IIJi2BVXpVeoTpHDqQNoP0SChgXdf8WAQf2hjd45uPJUiA9u+f9Cg8XZYlxxoYAMfga/koh89gZAYgXMZxVFnNF1D17vSLvJYBOl11PGq2WoVeL5RF+29YOgT0cg7MM32WK5xCKZCdzm5TA9iRAJmlGaEvTvHCd645DI1JGsMw4IGLl7m+7+m6MmVUM1gopokAxsK07EgwlI5J3WEGJQjgrBUQDWPRvCAmMDgIjByd0Quhq0IR0jIGdC/9idLBZmakRcZ4InvFGCcE1rpA8Klhuthw1UF/Zh7f6BOtqko1a76YeF6N44heNKr5Xz1NPtl9nk2FQnqElqec0TIvl0t6VXqE6Rw6kDaD9AgLGKZFwwHh7mt//hgzZctT7wkcpheEve4pl/Aox518Op0Q0BEQXot3077v8YDQpz8aNx1/PpEwikZHqE4ImXKoKEw7oEl394JAXvR9Ty2CQq1h0YxQur7v2SPKqzIShApajUcYKywwWY+6W6MpIg1DgnDyjV4S9BNO0U78TJPCElB8IS+kpgRwSh9bay0NXR1pUugZCs6V5oUhWL2ccXBQG6FGe0MYbT5TrbBhjQwtpGPgEQ2stSiNc6zw2uObY7Lb9Qcb+TAMaAmqWRmmLjkWqNRalFFfVLT3OsRHu1KYvGFvSicke7ifYWpzZi5IOreX92aYhMemtTh4+gZEh5EgmedXeJSzvWI2Q3ixA9OQmj79cTklSCaR9J5RRxis6vu+bVv0Zq/Vq17OXgFakjGSCWqjDAYQizrg9BnKq9JGvIiOWYfA2uVaRg2HroiQmpYdp2gnfoakePkWM0LWoW0wKT71eISBNBeah45QViIvmec5TLZIy6iRXxfu+/7Xvg0KxMWC0LZMF8jf6QVBRzc1PeH8GkifJ7gk87L7a5p7jrB9JQvelFQi69Nsezp7prHFtrCyYa3BcHmR3q1KTPNKXYCefUP4MBIErZBKDV9d50AMn6EYJuT7N7iz7WIpB+Zsso+UW7jgqYGMVJ6vJRK8CN6S+TZMJ4RahJRp25bGpLUb/CjyZTNSF8VT6HCjtTjOAYU1LMxI43N1D0QbRjSYwul00umoaUX0P3+wlm+B+TKCmL7cNE2jvUTDMMAALTvSDHhZojvMCBIk09Ly5lHsojsKPzlTlcVEfxUlJiorNMKU24uOhIfaWi5oJ2xmnFrEIrM4mdf0NW23lun+j6eP7/z+FnhD4CNCnwZ4OeHtpmX/VgmC2x/tX2dwo+xVVemyQdx6aF2IrA/5sizX0lGSRw+rFEufsXjskAPGxPFARusiMeWQtmE9+4bwYSQI/ISOrGNZJoY8sKQFfUrBxw/DwEX88FvXnz8m1TRN8MT4GRblpomg75THMcmDz5fgI9FdvzbQgJqmH8VPmJGXIGE3Rg735LFoRmiCWEaLhwL9iq561U54XZSLkQ4MyhKpTlkPjVizBhPUGjUN508VRcGZm9slSLCtbVsCVEuCGaGHIyTClhZo0zy4ZEwiASitfchldng2TUNfTvhIihOS1NSXhhcnvrAB8CyXWdEYPO9UcKx1gcCDsvgILFYKE99/gHc9y4VHPx8dPK7lxWsrH1D6aNL1WaH43ypBKFuBiFiwxB3PEEXBm0WfRYig2DUdvfw7wrrjQHi46XI2+CY+kFNipGEJQhT3B/Rxf38qL74yM6DzopwPgeVFZXeyryYQRpFend13pJ8O2H1HuZ5eiswQw9Pz+o4EdQj+WCXaaS/ITRAP4Wuh09kbf1MB74t8CCz3Fc1XfZYAnnd47/+sJcfKfW1DoGOV4g3Wdl3H7uQ3ZPcFWWDNyxE7Fy1B3tT81rqpX5e9Jcjr2P7xlNEb/Mch3Fp86DYduro1hb8Tv6qq7x5PeXpVZvZ6eHpez03wGyTIc4k4NRMwARMwARMwgTcQ+H4J8qLOgHSC5Btqy1lsJxAm826/0DFNwARMwATeQ8AS5E7OO5QgWNbxawcmpkAvdghj7j0Xp9yJZh+XWYLsox5shQmYgAmsEtipBAlrJlfN33Dii3tBHi/aEzlvqIobojwuIB5P4QZzHdUETMAETOB2ApYgtzP7uWIPvSCWIJnKswTJwPEpEzABE9gDgT1KkLCJPcYFrtcrj+fnS3OjSWwPF/w097fhLpwQE9wtCrWiV6WX8IMOXJeou3g1TcPjcIS6B1FmoASRsVFPXddMJGzLVtc1lmDp9kf8tASuCpsW63dM6JvJE+mAsxYcO3HhLHGBj5raNM3isA6/Tc/0uSYZvS/cZod7YaWJc4M47AbIIutOf0wHG6yhKllMpIlKxCmtrKIoMjWCa/2vCZiACZjAKwjsUYLoR0xYZuzujHXPYZNBxsG343XTpLDvL74ZhkSwlTt8Z/iWGNKHv1y7RHtBsJc5p1DoxpFwhNzGDj9VW6jxql2w3ytMDZM88Cm49Et4ahL2OWXiWBCY+uZ0IEYlyFrZsYEp0F2v177vF724VhM2kq+qCiZB/aiMoKkIBAGBjRSpVE6nE+1cg6MpQH8AO3fKR0bjOLLigg3+aQImYAIm8FICx5Ag6WZ5XdfRnykguF7doYW+Chvs80Ucr/j4KAPcGE/xc8aZS9Tfp5sechcQdYSwUxWSWh7CyBpes67rxY9HsGi4Vk2Co2XXDr4MjGhqUkaCZMq+8cMioaS6f1+abyi+GhlO4WfTNNi8CDHTbhimAMFE2QdKi5ppMSMfNAETMAETeBGBY0gQvMWqsICDoWggHXomHqGfxiXsyUeAH23h4A6cNzxW5hL19+n3t+ik6QhpT8b7juOIHhQaeTqdMl+IYNGQuJqEniS+39d1zS4ENSk1hmlmyg5FiK/D9H2fun90R6WfveDHptN8yQcBNRJH0N2i3+aABEEXFAbd+r5X1QULi6I4n8+aPhIBE2sRJeOwCZiACbyTwN+SIBQcKWJM1+D0BUQIwxl6lfr7myRIKpKYF/Zvhq5i+ndLkPP5jE9NovuBck29eyoFVIJkcEEQ8JNydPxEtGj23RIE35vVL4sGyzE4BW2B8R0Us67rsizTPqRxHPGRenwMj2Y7YAImYAIm8DYCx5Ag6UAMuxkCqXRMhD4Voy3skA8X0k/jw7k4m7mEEgHfuA/eOj8QszgHIugYTT+MaNByFg1H9BIcwYdzh2Fgdwi/TokupeDIdX5Jpuw0gLlo+jwbzIZ56HVI8+VVCKhOwmzc8BXZtRTYAJDCNE2YD7RoIT86v9iRE0zyTxMwARMwgecS2KkEQfcDX9zned44HRV+joMOGNfgz6ZpdGXHMAz6fty2LV7rdcRn7RL1979OR6XugYPUcrE6Iapwiot6cKHO69SJmaFDRU1CsihgWFyj3j3lrLJmrezaGxEm/LI49O7QHOl01PxnqDAThZ0roVphNlLof/5QZVg1o3NEcBxyCirkdDrpp+fbtkVfEYauiqKwHNFKdNgETMAEXkdgpxIEi0gxJQKeY/uiXC5YLcsSvooSBFNQy7JEynVd61QArLNIuyg43IBOe1wS/L2u89SFLfD3TdMgx8z6VThpRsOF1C7jOHIaBBblzvM8TRMPhkW5aDGY1xLm7aoESTmrBFnDpWuM84tadbls27bUXmt9GNrQYScX5bJaMcWEKZxOJ+ItiiIsPqKahArpum6aJp1wozWCdTqWIFoLDpuACZjA6wjsV4K8rszvTDn4+3dm7bxMwARMwARMYM8ELEFeWzuWIK/l69RNwARMwAQOS8AS5LVVZwnyWr5O3QRMwARM4LAELEEOW3U23ARMwARMwASOTMAS5MgpBfzFAAAaXklEQVS1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTMAS5Mi1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTMAS5Mi1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTMAS5Mi1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTMAS5Mi1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTMAS5Mi1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTMAS5Mi1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTMAS5Mi1Z9tNwARMwARM4LAELEEOW3U23ARMwARMwASOTODzEuRf//rXP/1nAiawQuC///u/V8748AIB41qAsvmQ6W1G9e+IJnYrsX/9618qmT4vQf75z3/+b/+ZgAmsEOj7fuWMDy8QMK4FKJsPmd5mVP+OaGK3Evu/Hn9fEkStcdgETMAETMAETOCPEPh8L8gfAe1imoAJmIAJmIAJKAFLEKXhsAmYgAmYgAmYwJsIWIK8CbSzMQETMAETMAETUAKWIErDYRMwARMwARMwgTcRsAR5E2hnYwImYAImYAImoAQsQZSGwyZgAiZgAiZgAm8iYAnyJtDOxgRMwARMwARMQAlYgigNh03ABEzABEzABN5EwBLkTaCdjQmYgAmYgAmYgBKwBFEaDpuACZiACZiACbyJgCXIm0A7GxMwARMwARMwASVgCaI0HDYBEzABEzABE3gTAUuQN4F2NiZgAiZgAiZgAkrAEkRpOGwCJmACJmACJvAmApYgbwLtbEzABEzABEzABJSAJYjScNgETMAETMAETOBNBCxB3gTa2ZiACZiACZiACSgBSxCl4bAJmIAJmIAJmMCbCFiCvAm0szEBEzABEzABE1ACliBKw+F/E2jbtq7rP4WjLMu+7/9UkV1YEzABE/gsgf1KkGEYyrIsfv6aprlcLjeRul6vuBb/DsNw0+V7iNz3fVEUtxb8KZZbgjwF42IiaJlt2y6e9UETMAET+DsEdipBoD9OpxNqommasiyv1+utFdO2bVmWt17l+EeUIJfLpSgKtplbK/HBXpAHc7/VWsc3ARMwgS8gsFMJUlVV0zTki+f7OI48sjFgCbIRVIhmCRKA/PrTEuRXRI5gAiZgAoHATiVI6PY4n89FUZzP52D9rz+3SxC8BA/DgIEbvEwPw1BVVTqUM01T27Y4XpYlR3nGcWT8tm2naaKFHFcqy7JpmqIo0KkDZ8+zVVXxPR7GXH/+kJf+y0wxXlMUhV7LfEMgkOy6TnuJqqpCshmr5nk+nU4oQlEUOqCQvypYwp+Xy4UjbgqTEdLA5XKhAUVRDMMABaB8LpdL3/daOoyAkNs0TUwE7Y1zQbR+m6ZhPaJGxnGs6xp5IbXF3FOzeUR7XLTNVFV1h85msg6YgAmYwLEI7FSCTNNUVVXbtn3fw5fQPdzE9yYJEvwf9AemYlyv16Zp4G+u1ytkBCw5nU5ww+M4wh3O84z4VVUhTjqupBKkKAqWTg2mBAlFbpqmqir4xebnD2rmcrlUVfXr3BEtJnw/RM80TdR5EFiLVkHE0FN2XUcVkrkqFEF/dl1HWYAiU4RpNIbBn5mO44hw2g+RkSDX61V72iCDUF6c6roOOUIiIAzzKC7xE8o4zZ0GpwFKkNPpxDYzz/MwDGSeXuUjJmACJvBlBHYqQeZ5HscR/rUoirqu825prVbUo6/FwXF6BUYry5KOFq/+eKUOjo3x1aXN8wyPDucaEldtEYY84JMgIzQac0GfB9we1ADf0ed57vteB7B4lQZAdZ7n8/lclmXbtnC34ziyzyBjVdM0dM8QWypcdB2NlkUNyIcDqzQynD1VCyOkIiDUlPaCQBTq7CLmC+nJZOd5rusa2YUa0QTT3DWFENa8PjXjOJjknyZgAibwfgI7lSDo6wYO9CjcN9PwbgkC764d+wifz+f65y9UFbxReIUty7LrOiSlEko92aKzR2SNhuy0owUvzamFlBHBQv6E953nufv5o/Louo7yJWMVB000a3jozFXMPQ1wxIQJBozpJRgHqeu673tqkVQEZCRI0zSqluZ5pizg6AztKYoCZEKNaKWnuadm8wjzmqYJPJum6fteJS8jO2ACJmAC30pgjxJE+w/IHe/r/Lkx8KAEWZx9cqsEQWfA4xIE7kp7ICgmNtJANEii8/lcVRUKWJbl6XTiRJB5njNiQsdxQr6Zq0JM/oQxfd+TD90z4ywGxnFElw86yeZ5TkXA3RKEUixk/XQJgvQx/gJdpfUbcvdPEzABE/gyAvuVIOFVGD0Kt9K/W4JgwkGwAbmHKZw0KQzEwCMOw5AqKvVkGbet0TBBIby4p+KGxuQDmMvCqSpt2+LVn5IrY9WiAkN2mavW7MG40uKAyNol4Th6hi4/f6GrTAFyzAi9JmklUvpAuKhJzHExQTSSVADxqjTAvMKp1KoQwT9NwARM4JsI7FGC4C1cp2JASXDSQ/nzt6Ua7pYgHOZgPz+WgVwuF/RG8EV5y3RUnUB6Op3wvgsnl3Hb6vA0BS04jrMLYRgGGqbRQhjzRvnCDS+uIzgZq9Bvwdmg0zRxPmnmqmAAf6KMtL/rOp2cy2gaAHDOukUVA2bQqTAVoxtc5IIKhWKgxNR8OVOV7a3ve7DSGqGmYSIhd7U5hClB+p8/GH+9XjPyLqTgnyZgAibwBQR2KkGgADjtIOyOukWCYJyew/lUEmt1Rq+gEYZh4PJLRIC30EWhOjChCyy5boILZGAMpnPqihjt29CODTo8+EuWBQF6Pry14yAnTmop0jA0B/s8MBNCtUteTOii3KIouq6DIMhflZqBI7qoGENLLNriJRA9pKFt43Q6sc3olF4M1oSZNJgEUxQFalAbQJoFdAxrBIbpXBBOWIZhVEiLRWBegWTbtmhgi1f5oAmYgAl8GYH9SpAvA63FSddc6FmHTcAETMAETOAvELAEeUctD8PAUQ/s3vFrr8w7zHIeJmACJmACJvA5ApYg72B/xwag7zDLeZiACZiACZjA5whYgnyOvXM2ARMwARMwgT9MYKcSJExs3GEF7d/CDLQtxt+0yjSTl08FApyLGo77pwmYgAn8NQLfI0GwPIGLRV9dkfTib873KeWi8ZnU/rIEebBOsaxpbbrPriRIWJLTdZ0uyeECcuwPy1XKabMJa8dC2bHQCWuFdAVTms6xjqCilRg+ksBlWb+uMGd5sSycq9OxwIrL8eq6/sqdc7HEDA0jtBmSQYCfBeVSOG4ioG0PH87MNNSQ7OF+Yg9JQMgvoNPPcOqyzVBk3SEinHrPz++RIO/hxVy2eHFGDos5efyRwCNpbjH+0BJkV24+1PKubNMP42GiNNdm6xpmfnYxuFsWjXvD4OtO4dt72H4XkcNHsJnC4QLTNKWPb4CiXIBGyS8y5xZEurEetrShV8bNrgLlcLhSgyFMUSjMlmN508iZR1bbtrwQ3zfVbQ7SpI57RFsFthHi3RoKxc2NcBy7FaTtkB+jWLuvQ7Kv+GkJcifVzC2RpviIXEhTw5FH0txivCXIGvkHj+9KgoSyoFHhJbKqKn2Up5v8hmv1J3bMw5HFXYPppPWqA4XZP8ENftaM169qL8ahTFEJku6Tu33ju8VcdniwqiquE8Qnq9ixkVq75ZGFq7ZvR5nmsvMjbdtyS2tqfd3eifanOz+Fa9Fdhyr4tQ0z2VcEdi1B8EAsiqKqKn0DwL4aafedPtwRRvdm2o3MnmE8IDbWAVPD05kPaM1XdyerqmocR5YCBuM2wx3FyH3fQ9Wym1FvTjQXPbWYJl6nqqpKyeAOx/Fg/FqrggTBdqu4kINci625LMu8lM4XkGyxQyjZatm1GWTM025wvo4rsS1jAVqnmbakm9Qxr6DetEcUfQD6OqI7s2kjX6uXlx6HMZAg6VeZgpjIWFLXNZ+VodsDb3KLz81Mgvs8lX5eINiJ50xmnzpstTwMA4QIGwCaK39i80C+64dcjviT9y+NT70mT6VfrdJTGsbr/jeB0tKFWzLzVoC7TJ8z/EA6EsTGjPhE6Eb3p5Y8MbxfCcIHOvdrh4eD/sBdjW5PNrjgNvjdtdBnpR2A8zyjMyrvPhGtrms8nZEg3STzxXOE9rCXGw8UzSJskQ71wBYT+s3glZE1Nhq/XC5pmhky+DDsovFrjQnPCHpr9JTCwtSLVFVF49cSJA1uJMpL1Dz0b5Mt7hygw0gBqp7m4TEdOnJZIzAGG8iyzej3ddes1RTKslxsS/iQEJXZOI4IqwQJPaKKEY2qaZq0dGtWvfp49fOHXFLBsXH/eBSfGhp9423b9n2PRx7r/dXFeXX6GQnCbpKM2ELbAKggQdA20OrGccSUnVcX553pp+VNj6g9OhdkcWYDpTwfv3r5F4TDXszpByJCGQFk+PlDS8Pzf55nPMDRE5lpwyHBF/3crwShE5rnWeWefjuGzgx0gtvQJ51+NFWjcSBW9UHKGnWmLyXaMcgEIQvSl55ULujlaXZUPChgURTpgyxNc41M3vjF3Bc/PKudw3Vd08cg/bTUaynjOGQH74dFtkiZdw56RDD8qW4eCdZ1TTXAGsGptNsmbxteOtl+QmpsS7AhfeSpbdC72rqYWqZ0v5r3igjoiOIQCZ5N/Il5cHpXrtlQ13VZllpr4zhCSmKnfK3rtUQOcfzXxzfe7MkwFEpfTFMHDC2OSll0uiG1Y/1My5seWSsRHn28PTUa3lL4aNJTRw/fKkHmea7rmp/vIBO8EvCp9WsbfjW3Y0gQugQ8tTkkwQA8NB/ujE98BI0U9CGY+nJexUAaRzUE80W3KsZ9+r7noyd/OXK5Xq993/Plid+gp+U0BoGQZoZMiLmxV1P9aJoj+vFwvOs6+v5gpP5cK2DGPJxiLSOAkazUPH1HZ43AAHgCfM4G7+Jq2GJYU9AwB4agKlBfuNV5V6ttVFrMhallSsfIbwvAmPBYVwsh49amv9FOvK3q/TWOI4ULui110gMvPGJg7d7Usui0GD2OdRzUpsEBw5XyLDIKtaOpHS4cyst3LW05mUJhdG8xAhqtKuDFaIc7eJMEwY1GmHhc4zZsf/5Y/C1tmJFfETikBEm7BICGD/eMBEmbPpos7/ZFymmcRQmCazHiAOcE7Zm/HF1qVVXp1G6mv9ZEQpqQIItkQsynSJB5njHTBQG29UV6txaQZUcXwmKa6uYRISNBYAA+S4uZIlSHi4mH9qPtKkgQTArr+x7DebjJ1ba8BMnMv1sz7BXH0UIooday+PVdHDMBtTFo/yWTDUPaPH64wNq9qQVZmx0J5kFe46OJuKeCrM84Xc3uKGHcI3ob5ueChHKhc2jxoQ2wt3bKhvT3+TNMSV68uWC59ljjCLHokJY2v9De3kbgGBKE7RWj72tvA+oqNKxuI6021M1ia2Y1pLcH3WRwV7xE53inWejli28AjJBmrU2KZmfIpCkwcbU2hNWP4lQYzuj7vm1b9M+Ha9OfqfKjDRnz0quYcmpeXoLwwsXnu55FWNuPhrUthatQkMvPH1/002cBU8uULqT80p/QT79mkY4ohUuapklFDG63cMOGJ2lI50A/t0iQdErNYgFDYwjLkTg1ZPHagx68aUVMKKPOdw6n0jsuRDjuz/AETp+cLBog0DtwvkHaObSlDTPZVwT2K0GqqgIv9CmxLxfunA87TNSC5uXDPZUFChpdo0icmy9pbS2C1kcJHsc0ifniPRtJ6ZRVdFGo5KcDRl5wqHxSh/ThXGEwp6OmaWbIZIxfLCzngtAkNHctAidjsi7WkkpT0wKGCZt6ik9evlhjhQ4T5HEMfLJGQt+Ddi+FCaFrNrNOM23pdDq1bcv3LbzvXq9XlUehZvH2RqpoiiwFS7dm1dOPh4faWvpoWlr7aA8oCJr62lsUsPBa/EwfhWtZ7/m4PlVgZ9okdCIXBBlbqRYtSBAAZztJ+eu1Bw3jTkfjT+/Kqqq4yA7rznibADtaFLwDW1d4Bh6UzJrZeObjeav+BfHxbCFPzAeAM8KLIqeDaPppG9azbwjvV4LUdc2NU8I2cLodHlwFQG9xG+iTZ8pN02T69LQCLpcLJ2pg9gMfJcw37DWpZuPeYEdrkCDoz+dqUnQwMP3r9Qoj0W/GLSxDmpC6NFLJZIzXMmoYvpP5cthF49zUOYzxSBQhFFDNa9s2CAjOqML8GNyB6uZhkvaCcNsorKvSBqMrrbQsIcw6zUiQaZrIBzc85EiwjQXHQIamjD4V1ntd11v0XDD1kZ/MWrtk6fl4VpUWskPBtbyaAsL0GXA2OMg1Vo+Y/fFreZex1Chs2iQIgRs5LFZxkCCIzFz+2u6o0GoUteEBWNe1UtXnA1eufbyFvMgA7uOAfWD1zVmXs+EljW4uM4RqCfKimrohWaxlveECR/0hkBn6eZAQdOGDifjylxLQfrWXZvRNiX/xGMFzqykzxPDcjL4mtXSCwVGKttNekJfiG4aBXVKYeb74XvJSG74gcfTBPKVHPd3ee3Fe7RdA+44i4Hmnb6LfUa5Xl2LL9jmvtuEQ6Xddxz7gQxj8cSPR1aqdIh83aaMBf1GCYNwRPaiZHqqNBP9sNCzheUrxOaKEoRaO7D4lcSfydALoDX56st+dIHQbZw59d2EfLN3Xj6c8yCe9fOPOCOmFHz/yFyXIx6HbABMwARMwARMwAUuQZ7aBMNPw8aTZPbClWzKd4vq4AUghzK98VrJOxwRMwARM4C8TsAS5rfYxcX1t7shzJcitjt8S5La6dOz/09793LaNhGEcVgtsQbWwBbfAFnjzXtWCG9gAPi7g2wZuwIc0YKgD1rALv8GLz99QlDjj0HTy0yGQLQ45fBhjXpHzBwEEEEDgUwWIID/5db+hsTvPx0aQ5aE6ZYWJIJ/6p8TBEUAAAQTWCRBBfnqVLfo6yLetPzaCLEeKssLL21ecjousvR/jgrxBAAEEEEDgksB+I4iaWI1b8VxJnifKn86ODPSnh8Mhlo2LqXpadC9871mGtHJHnATGE3Olxvj19dXTv2ieLh9O05hqn33fLwxejQe6u7vTlpoxxlVKpxlPME135mmgjsdjLBWnTfOcP7P/LXT3xTVPM457rl9tEKcJmqYpLkDgmdk0uaHPRY+xJKkF7vXR9PbyHlKv+LiTvu99atrPMAy+EMMwpI0bb27NKvFLBBBAAIFGgZ1GEM3h47kX4/jP7u11qTeGV2aZLXspgrhZdVuV+nxo5bk0L3iaWTzOMayPPPvIwiBGTcKj09Fkw8fjURd1+a6GUogrrMXnYuSK62Ol2dwXRnBpqkE38OM4nk6nFLxiAlDwUjU0P6nev7y8aEpNz+Ouk1LmsGRMMJ5kXXuIMlqC2MmpnJrTc27qwnmsdboQjX8tFEcAAQQQ+ECBPUaQcqI3tUZKFcsPO5bL3h5B1MCXg/hjY6z7DTEEuG5lN45Lc2+nWSZj/SsiSBw4o8ZYp5DmG9W6z+X0X4oLZbyLZ53+8yncKLLMroCqsrfss5wScRgGBbJyWkmn0rJuvgqq6jJjOh1+RAABBBDYTGCPEURtp7+I+xuzZqxKDUySWi57ewTR124t/DGOoyfLig1eWsrED4m0uJqfO/hN3/eptooCfnajT72O6HLbOXsXpIwgDgeuht+UsaDUU5XiWWv1irg2SlwVVk+F4nJ9urehOcd0T2V2n7Mr0OocteBLPDXd8lE6SXWLV0EHWmbUNvyLAAIIILC9ABHkoPsEZYuupzPjOGqxKD1ViQ3ecgQpA0d5dbeMIGXgKOtzSwTRDZ5xHNVnJYIoLI7jqIDSdZ17wDw8PGhReGURx8oYNMsFk4gg5TXiNwgggMBvI7DHCBIfRghaTVHdg5hYNoUGtbgLEcSX2Q8CYovrX3oz36FRj4r4jMbbpDfpQYz2r7iw/PW9zExp+5gn4iqyqQLxx1Jen8azTruKH92yKz9TKwuWD2K8lHxJzYOYqM17BBBA4CsK7DGCLHcpdTN/iVvNlYKFVqFzN0b13tBXc48Q0Zapw2Z8lDBNk9vd2HDqvR+j6Ku/fnRPVd8G0L2Bss5qd5U5VnVHTRXWs4n4tCJGEG1sBy0pPntfRHq+OVF2R1Us0Hl5QNDj46Mq7ydWSkiPb6+41Ls6yU7TFCXNEju0Rpmr3VFd4eUHMRpuoyvug/IGAQQQQOBTBHYaQTxERR0X3MyXDcysmtq/sqyHjaiTR7xBEo/YdZ0DinYSx5e664N6RXRdpw4Qyjeuqpp5d7zo+97Nc6rz7KDcMlKkUqnC5fYxgmgEsoetHg4HjVwt96nd6qSklAblKmrovPq+d9RQZw4X9DDm0sHpMEqqJnFY76pBuUSQ2UvJLxFAAIE9C+w3guxZjbohgAACCCCAQKMAEaQRkOIIIIAAAgggUCNABKlRowwCCCCAAAIINAoQQRoBKY4AAggggAACNQJEkBo1yiCAAAIIIIBAowARpBGQ4ggggAACCCBQI0AEqVGjDAIIIIAAAgg0ChBBGgEpjgACCCCAAAI1AkSQGjXKIIAAAggggECjABGkEZDiCCCAAAIIIFAjQASpUaMMAggggAACCDQKEEEaASmOAAIIIIAAAjUCRJAaNcoggAACCCCAQKMAEaQRkOIIIIAAAgggUCNABKlRowwCCCCAAAIINAoQQRoBKY4AAggggAACNQJEkBo1yiCAAAIIIIBAowARpBGQ4ggggAACCCBQI0AEqVGjDAIIIIAAAgg0ChBBGgEpjgACCCCAAAI1Au8iyPPz81+bv8Zx3PyYHBCBLyPAH8iqSwXXKq60MXoJ5OqPiF0lShv8HzNiVHkXQc7n8/Pmr6enp82PyQER+DIC/IGsulRwreJKG6OXQK7+iNhVorTB+Xy+GEHiB7xHAAEEEEAAAQR+ncC7uyC/7jDsGQEEEEAAAQQQiAJEkKjBewQQQAABBBDYSODw4897ff/+70a6HAYBBBBAAAEELggc/vmTXt++/X06ne7v7y9o8GsEEEAAAQQQ2EjgPycmbVgceoXrAAAAAElFTkSuQmCC"/></fig><fig><label>Figure</label><graphic 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"/></fig><fig><label>Figure</label><graphic 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"/></fig><fig><label>Figure</label><graphic 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"/></fig><fig><label>Figure</label><graphic 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"/></fig>Once the reliability process was completed, we proceeded to determine which of the items were related to each other to determine its internal consistency. It was found that all the items are significantly related (p&lt;0.05) (see Table 5), which indicates that the test has a high internal consistency, leaving evidence of adequate relationship between the items.<bold>Table 5 </bold>Correlations matrix<fig><label>Figure</label><graphic 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"/></fig>After verifying reliability and internal consistency, we proceeded to confirm the factorial structure. However, before proceeding, the population assumptions were verified through the KMO test and Bartlett’s sphericity. Table 6 shows that, according to both tests, the factorial analysis can be applied (KMO 0.81; Bartlett’s sphericity, p 0.00).<bold>Table 6</bold> KMO and Bartlett Test<fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig>When examining the communalit and extraction indices (Table 7), it was found that the component Inattention contributes 78%; the component Hyperactivity contributes 85%; the component Impulsivity contributes 77%; the component Pedagogical Relationship contributes 82%, and the component Didactics contributes 85% to the proposed model.Table 7 Community and extraction indices<fig><label>Figure</label><graphic 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"/></fig>Source: Authors.After identifying the commonalities and the extraction, we proceeded to identify the total variance explained to clarify the model through the proposed structure. It was found that through the two components initially proposed, it is possible to explain 81.45 of the total variances (see Table 8 and Figure 1). This makes it clear that the initial proposed factorial structure adapts to the applied population criteria.Table 8 Total explained variance<fig><label>Figure</label><graphic 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"/></fig><bold>Figure 1</bold> Sedimentation chart<fig><label>Figure</label><graphic xlink:href="data:image/png;base64,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"/></fig>Source: SPSS.After verifying the components, the factorial structure of the model was verified; in the initial solution, only one component was identified to explain the variance, composed of the five dimensions. However, when the varimax components were rotated using Kaiser normalization, it was found that component 1 was formed by the dimensions: Inattention, Hyperactivity, and Impulsivity, thus forming the factor Knowledge; in terms of component 2, it was formed by the dimensions: Pedagogical and Didactic Relationship, forming the factor Pedagogical Practices (see Tables 9 and 10).<bold>Table 9</bold> Core Component Matrix, Initial Solution<fig><label>Figure</label><graphic 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"/></fig><bold>Table 10</bold> Matrix of rotated components (Varimax with Kaiser normalization).<fig><label>Figure</label><graphic 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"/></fig>Finally, the factor structure was verified by confirmatory factor analysis (Figure 2). It was found that the final scale consisted of 32 items divided into two factors; the first was called Knowledge and consisted of the dimensions: Inattention (factor load: 0.83; 8 items), Hyperactivity (factor load: 0.85; 4 items), and Impulsivity: 0.82; 3 items); the second factor was called: Pedagogical Practice and was composed of the dimensions: Pedagogical Relationship (factor load: 0.86; 8 items) and Didactics (factor load: 0.79; 9 items).<bold>Figure 2 </bold>CPIHI structural equation model<fig><label>Figure</label><graphic 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"/></fig>Source: AMOS.This structure was also verified by the goodness and fit indices of the model, and it was found that, at the level of comparative fit, it satisfies the Comparative Goodness of Fit Index (CFI 0.99), the Tucker-Lewis Index (TLI 0.96), the Normalized Fit Index (NFI 0.98), and, at the level of parsimonious fit it satisfies the Parsimony-corrected Normalized Fit Index (PNFI 0.39). At the level of parsimony adjustment, it corresponds to the Parsimony-corrected Normalized Adjustment Index (PNFI 0.39); and at the level of other indices, it corresponds to the Goodness of Fit Index (GFI 0.98) and the Root of the Mean Square Residual (RMR 0.29) (see Table 11). This indicates that the initially proposed factorial structure meets the criteria of the structural model.<bold>Table 11</bold> Structural model goodness and fit Indices<fig><label>Figure</label><graphic 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"/></fig>
			</sec><sec>
			<title>4. Discussion and Conclusions</title>
				<p>In the Latin American context, the importance of teachers in identifying the learning difficulties of their students and how this may be related to disorders such as ADHD is explored in works such as Balbi et al. (2017), who are responsible for carrying out the most exhaustive work on the subject. Thus, the design and construction of a self-report test to identify the presence of ADHD in students from the Chilean context implies work focused on the consolidation of scales that allow obtaining the most information on the subject (San Nicolás and Iraurgi, 2016).</p><p>On the other hand, Salas-Bravo et al. (2017) attempted to design an optimal performance test, focusing on teachers as the population to be evaluated, based on their knowledge of students and the years they had developed this work, to correlate whether their competence in the subject was related to the cases of students who presented ADHD as well as those who did not. Subsequently, Ramos and Pérez-Salas (2016) tried to design a self-report test to identify the presence of ADHD in Ecuadorian students.</p><p>In the national context, Salamanca et al. (2016) were responsible for developing a correlational study between the coordination disorder with ADHD of the problem demonstrated in a particular region, where again teachers become key actors for the description of information relevant to the case. Rincón and Rey (2017) made an adaptation of an instrument responsible for the assessment of ADHD; however, its applicability focuses only on the child population, leaving out the actor who is the object of interest in this work (Morales-Hidalgo et al., 2017; DuPaul et al., 2018).</p><p>In relation to the current study, the process of classification and standardization of the scale has shown that it presents an overall high level of reliability; therefore, there is no significant variation in the interrelationship of the items; the removal of any reagent would disfavor the test structure. In the same way, the test presents a high internal consistency, which verifies the adequate relationship between the items. 81.45% of the total variance is explained by the two components initially proposed, so the proposed factorial structure adapts to the population criteria applied. Thus, Component 1 was composed of the dimensions: Inattention, Hyperactivity, and Impulsivity, which make up the Knowledge factor; and Component 2 was made up of the dimensions: Pedagogical and Didactic Relationship, which constitute the Pedagogical Practices factor. Likewise, the verification of the factorial structure shows that the initially proposed factorial structure meets the criteria of the structural model.</p><p>Therefore, it is valid to affirm that the scale of knowledge and pedagogical practice of teachers compared to schoolchildren with inattention, hyperactivity, and impulsiveness - CPIHI, has the pertinent psychometric properties for use in Colombian school contexts.</p>
			</sec><sec>
			<title>Interest conflict </title>
				<p>The authors of this article declare that they have no conflict of interest regarding the work presented.</p>
			</sec><sec>
			<title>References</title>
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			<title>Contribution</title>
				<p>All authors participated in the preparation, reading, and approval of the manuscript.</p>
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