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A review of evidence from brain and behavior","volume":"2","author":"B De Smedt","year":"2013","journal-title":"Trends Neurosci Edu"},{"issue":"7","key":"pone.0231937.ref085","doi-asserted-by":"crossref","first-page":"1361","DOI":"10.1080\/17470210903359206","article-title":"Number-processing skills in adults with dyslexia","volume":"63","author":"SM G\u00f6bel","year":"2010","journal-title":"Q J Exp Psychol"},{"key":"pone.0231937.ref086","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1016\/B978-0-12-801871-2.00009-5","volume-title":"Development of mathematical cognition: Neural substrates and genetic influences","author":"B De Smedt","year":"2016"},{"issue":"2","key":"pone.0231937.ref087","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1037\/0033-2909.114.2.345","article-title":"Mathematical disabilities: Cognitive, neuropsychological and genetic components","volume":"114","author":"DC Geary","year":"1993","journal-title":"Psychol Bull"},{"issue":"3","key":"pone.0231937.ref088","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1006\/jecp.2000.2561","article-title":"Numerical and arithmetical cognition: A longitudinal study of process and concept deficits in children with learning disability","volume":"77","author":"DC Geary","year":"2000","journal-title":"J Exp Child Psychol"},{"issue":"7","key":"pone.0231937.ref089","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1080\/02687040143000113","article-title":"Numerical and arithmetical deficits in learning-disabled children: Relation to dyscalculia and dyslexia","volume":"15","author":"DC Geary","year":"2001","journal-title":"Aphasiology"},{"key":"pone.0231937.ref090","doi-asserted-by":"crossref","first-page":"733","DOI":"10.1080\/02724980143000550","article-title":"Representation and retrieval of arithmetical facts: Developmental difficulties","volume":"55A","author":"CM Temple","year":"2002","journal-title":"Q J Exp Psychol"},{"key":"pone.0231937.ref091","doi-asserted-by":"crossref","first-page":"125","DOI":"10.1016\/j.cobeha.2016.05.014","article-title":"Working memory in children's math learning and its disruption in dyscalculia","volume":"10","author":"V Menon","year":"2016","journal-title":"Curr Opin Behav Sci"},{"key":"pone.0231937.ref092","doi-asserted-by":"crossref","DOI":"10.1176\/appi.books.9780890425596","volume-title":"Diagnostic and Statistical Manual of Mental Disorders","author":"American Psychiatric Association","year":"2013"},{"issue":"2","key":"pone.0231937.ref093","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1016\/j.jecp.2004.03.002","article-title":"Strategy choices in simple and complex addition: Contributions of working memory and counting knowledge for children with mathematical disability","volume":"88","author":"DC Geary","year":"2004","journal-title":"J Exp Child Psychol"},{"issue":"2","key":"pone.0231937.ref094","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/j.tine.2013.06.006","article-title":"Multiple components of developmental dyscalculia","volume":"2","author":"W Fias","year":"2013","journal-title":"Trends Neurosci Edu"},{"key":"pone.0231937.ref095","doi-asserted-by":"crossref","first-page":"2674","DOI":"10.1016\/j.cortex.2013.06.007","article-title":"Developmental dyscalculia is related to visuo-spatial memory and inhibition impairment","volume":"49","author":"D Szucs","year":"2013","journal-title":"Cortex"},{"issue":"3","key":"pone.0231937.ref096","doi-asserted-by":"crossref","first-page":"508","DOI":"10.1111\/j.1467-7687.2009.00897.x","article-title":"How is phonological processing related to individual differences in children's arithmetic skills?","volume":"13","author":"B De Smedt","year":"2010","journal-title":"Developmental Sci"},{"issue":"4","key":"pone.0231937.ref097","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1177\/00222194050380041201","article-title":"Prevention research in mathematics: Improving outcomes, building identification models, and understanding disability","volume":"38","author":"LS Fuchs","year":"2005","journal-title":"J Learn Disabil"},{"issue":"2","key":"pone.0231937.ref098","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1006\/jecp.2000.2586","article-title":"The relations between phonological processing abilities and emerging individual differences in mathematical computation skills: A longitudinal study from second to fifth grades","volume":"79","author":"SA Hecht","year":"2001","journal-title":"J Exp Child Psychol"},{"issue":"1","key":"pone.0231937.ref099","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1348\/026151010X485197","article-title":"Phonological awareness and mathematical difficulty: A longitudinal perspective","volume":"28","author":"J-A Jordan","year":"2010","journal-title":"Brit J Dev Psychol"},{"issue":"4","key":"pone.0231937.ref100","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1016\/j.jecp.2009.03.009","article-title":"Exploring the impact of phonological awareness, visual\u2013spatial working memory, and preschool quantity\u2013number competencies on mathematics achievement in elementary school: Findings from a 3-year longitudinal study","volume":"103","author":"K Krajewski","year":"2009","journal-title":"J Exp Child Psychol"},{"issue":"5","key":"pone.0231937.ref101","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1080\/09297040701566662","article-title":"Working memory failures in children with arithmetical difficulties","volume":"14","author":"MC Passolunghi","year":"2008","journal-title":"Child Neuropsychol"},{"key":"pone.0231937.ref102","doi-asserted-by":"crossref","first-page":"711","DOI":"10.1080\/09541440701614922","article-title":"Brief report\u2014Phonological awareness and visual\u2013spatial sketchpad functioning predict early arithmetic attainment: Evidence from a longitudinal study","volume":"20","author":"FR Simmons","year":"2008","journal-title":"Eur J Cogn Psychol"},{"issue":"3","key":"pone.0231937.ref103","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/j.jecp.2009.03.006","article-title":"Dyslexia and dyscalculia: Two learning disorders with different cognitive profiles","volume":"103","author":"K Landerl","year":"2009","journal-title":"J Exp Child Psychol"},{"key":"pone.0231937.ref104","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1016\/j.lindif.2008.01.003","article-title":"Naming speed in dyslexia and dyscalculia","volume":"18","author":"E Willburger","year":"2008","journal-title":"Learn Individ Differ"},{"key":"pone.0231937.ref105","first-page":"353","article-title":"Linguistic influences in cognitive arithmetic: Comment on Noel, Fias, and Brysbaert","volume":"67","author":"JID Campbell","year":"1998","journal-title":"Cognition"},{"issue":"1\u20132","key":"pone.0231937.ref106","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0010-0277(92)90049-N","article-title":"Varieties of numerical abilities","volume":"44","author":"S Dehaene","year":"1992","journal-title":"Cognition"},{"issue":"3","key":"pone.0231937.ref107","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1006\/jecp.1999.2515","article-title":"Numerical and arithmetical cognition: Patterns of functions and deficits in children at risk for a mathematical disability","volume":"74","author":"DC Geary","year":"1999","journal-title":"J Exp Child Psychol"},{"issue":"4","key":"pone.0231937.ref108","doi-asserted-by":"crossref","first-page":"61","DOI":"10.3390\/brainsci8040061","article-title":"Is Dyslexia a Brain Disorder?","volume":"8","author":"A Protopapas","year":"2018","journal-title":"Brain Sci"},{"issue":"3","key":"pone.0231937.ref109","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1016\/j.neuroimage.2010.11.003","article-title":"The neural signature of orthographic\u2013phonological binding in successful and failing reading development","volume":"57","author":"L Blomert","year":"2011","journal-title":"Neuroimage"},{"issue":"3","key":"pone.0231937.ref110","doi-asserted-by":"crossref","first-page":"801","DOI":"10.1207\/s15326942dn3003_3","article-title":"Memory abilities in children with subtypes of dyscalculia","volume":"30","author":"M Rosselli","year":"2006","journal-title":"Dev Neuropsychol"},{"issue":"5","key":"pone.0231937.ref111","first-page":"433","article-title":"Verbal fluency in children: Developmental issues and differential validity in distinguishing children with attention-deficit hyperactivity disorder and two subtypes of dyslexia","volume":"14","author":"MJ Cohen","year":"1999","journal-title":"Arch Clin Neuropsych"},{"issue":"3","key":"pone.0231937.ref112","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1177\/0734282909343763","article-title":"Concurrent and predictive validity of the raven progressive matrices and the Naglieri Nonverbal Ability Test","volume":"28","author":"G Balboni","year":"2010","journal-title":"J Psychoeduc Assess"},{"key":"pone.0231937.ref113","first-page":"51","article-title":"Aggiornamento della standardizzazione italiana del test delle Matrici Progressive Colorate di Raven (CPM)","volume":"217","author":"C Pruneti","year":"1996","journal-title":"Bollettino di Psicologia Applicata"},{"key":"pone.0231937.ref114","unstructured":"Cornoldi, C, Colpo, G. Prove di lettura M.T. per la scuola elementare\u2013 2. Manuale. Firenze: Organizzazioni Speciali; 1998."},{"key":"pone.0231937.ref115","unstructured":"De Luca M, Di Filippo G, Judica A, Spinelli D, Zoccolotti P. Test di denominazione rapida e ricerca visiva di colori, figure e numeri. [PDF file] IRCCS Fondazione Santa Lucia 2005. Available from: https:\/\/www.hsantalucia.it\/sites\/default\/files\/fsl_labdislessia_ran_ricerca_visiva_test.pdf"},{"issue":"3","key":"pone.0231937.ref116","doi-asserted-by":"crossref","first-page":"885","DOI":"10.1207\/s15326942dn3003_7","article-title":"Naming speed and visual search deficits in readers with disabilities: evidence from an orthographically regular language (Italian)","volume":"30","author":"G Di Filippo","year":"2006","journal-title":"Dev Neuropsychol"},{"issue":"3","key":"pone.0231937.ref117","first-page":"425","article-title":"\u00abNonna Concetta\u00bb: Una prova di dettato di brano per la valutazione delle abilit\u00e0 ortografiche nella scuola primaria","volume":"20","author":"CV Marinelli","year":"2016","journal-title":"Psicologia Clinica dello Sviluppo"},{"key":"pone.0231937.ref118","unstructured":"Marinelli CV. Reading and spelling in skilled and dyslexic children: a cross-linguistic perspective [Doctoral dissertation in Cognitive Neuroscience]. Rome, Italy: Sapienza University; 2010."},{"key":"pone.0231937.ref119","volume-title":"Test AC-MT 6\u201311. Test di valutazione delle abilit\u00e0 di calcolo","author":"C Cornoldi","year":"2002"},{"key":"pone.0231937.ref120","volume-title":"Batteria per la discalculia evolutiva (BDE)","author":"A Biancardi","year":"2004"},{"key":"pone.0231937.ref121","volume-title":"Test AC-MT 11\u201314\u2014Test di valutazione delle abilit\u00e0 di calcolo e problem solving","author":"C Cornoldi","year":"2003"},{"key":"pone.0231937.ref122","unstructured":"Wechsler D. WISC-R. Scala di Intelligenza Wechsler per Bambini Riveduta. Manuale. Adattamento italiano a cura di V. Rubini e F. Padovani. Firenze, Organizzazioni Speciali; 1986."},{"key":"pone.0231937.ref123","volume-title":"BVN 5\u201311: batteria di valutazione neuropsicologica per l'et\u00e0 evolutiva","author":"PS Bisiacchi","year":"2005"},{"issue":"1","key":"pone.0231937.ref124","first-page":"10","article-title":"Regression commonality analysis: demonstration of an SPSS solution","volume":"36","author":"K Nimon","year":"2010","journal-title":"Multiple Linear Regression Viewpoints"},{"key":"pone.0231937.ref125","volume-title":"Multiple Regression in Behavioral Research: Explanation and Prediction","author":"EG Pedhazur","year":"1982"},{"key":"pone.0231937.ref126","doi-asserted-by":"crossref","first-page":"e0157457","DOI":"10.1371\/journal.pone.0157457","article-title":"Costs and benefits of orthographic inconsistency in reading: Evidence from a cross-linguistic comparison","volume":"11","author":"CV Marinelli","year":"2016","journal-title":"Plos One"},{"key":"pone.0231937.ref127","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1007\/978-94-009-6929-2_20","volume-title":"Dyslexia: A global issue","author":"IQ Whishaw","year":"1984"},{"issue":"4","key":"pone.0231937.ref128","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1080\/713755740","article-title":"Cognitive neuropsychology and developmental disorders: Uncomfortable bedfellows","volume":"50","author":"DV Bishop","year":"1997","journal-title":"Q J Exp Psychol A"},{"key":"pone.0231937.ref129","volume-title":"Topics in the theory of generative grammar","author":"N Chomsky","year":"1966"},{"key":"pone.0231937.ref130","article-title":"The acquisition of reading fluency in an orthographically transparent language (Italian): An eye movement longitudinal study","author":"M De Luca","year":"2010","journal-title":"Med Sci Monitor"},{"issue":"1077","key":"pone.0231937.ref131","first-page":"397","article-title":"Components of the mental lexicon","volume":"B295","author":"DA Allport","year":"1981","journal-title":"Philos T R Soc Lond"},{"issue":"3","key":"pone.0231937.ref132","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1080\/02643299208252059","article-title":"Surface dyslexia and dysgraphia: Dual route, single lexicon","volume":"9","author":"M Behrmann","year":"1992","journal-title":"Cogn Neuropsychol"},{"key":"pone.0231937.ref133","first-page":"313","volume-title":"Language perception and production: Shared mechanism in listening, reading and writing","author":"M Coltheart","year":"1987"},{"issue":"2","key":"pone.0231937.ref134","doi-asserted-by":"crossref","first-page":"431","DOI":"10.3758\/s13428-012-0271-4","article-title":"A letter visual-similarity matrix for Latin-based alphabets","volume":"45","author":"IC Simpson","year":"2013","journal-title":"Behav Res Methods"},{"key":"pone.0231937.ref135","volume-title":"Lessico elementare. Dati statistici sull\u2019italiano letto e scritto dai bambini delle elementari","author":"L Marconi","year":"1993"}],"container-title":["PLOS ONE"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0231937","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,30]],"date-time":"2020-04-30T18:05:08Z","timestamp":1588269908000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0231937"}},"subtitle":[],"editor":[{"given":"Madelon","family":"van den Boer","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2020,4,30]]},"references-count":135,"journal-issue":{"issue":"4","published-online":{"date-parts":[[2020,4,30]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0231937","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,4,30]]}}}