{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T16:04:31Z","timestamp":1753891471955,"version":"3.41.2"},"reference-count":49,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2020,3,4]],"date-time":"2020-03-04T00:00:00Z","timestamp":1583280000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001807","name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001807","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Aging Neurosci."],"DOI":"10.3389\/fnagi.2020.00050","type":"journal-article","created":{"date-parts":[[2020,3,4]],"date-time":"2020-03-04T04:47:25Z","timestamp":1583297245000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Goalkeeper Game: A New Assessment Tool for Prediction of Gait Performance Under Complex Condition in People With Parkinson's Disease"],"prefix":"10.3389","volume":"12","author":[{"given":"Rafael B.","family":"Stern","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matheus Silva","family":"d'Alencar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanina L.","family":"Uscapi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco D.","family":"Gubitoso","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio C.","family":"Roque","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andr\u00e9 F.","family":"Helene","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maria Elisa Pimentel","family":"Piemonte","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2020,3,4]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1016\/j.gaitpost.2018.01.030","article-title":"Gait adaptations in response to obstacle type in fallers with Parkinson's disease","volume":"61","author":"Alcock","year":"2018","journal-title":"Gait Post."},{"key":"B2","doi-asserted-by":"publisher","first-page":"1520","DOI":"10.1002\/mds.25674","article-title":"Cognitive contributions to gait and falls: evidence and implications","volume":"28","author":"Amboni","year":"2013","journal-title":"Movem. Disord."},{"key":"B3","doi-asserted-by":"publisher","first-page":"1536","DOI":"10.1002\/mds.25165","article-title":"Gait patterns in Parkinsonian patients with or without mild cognitive impairment","volume":"27","author":"Amboni","year":"2012","journal-title":"Movem. Disord."},{"key":"B4","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s11357-017-9977-7","article-title":"Loss of gait control assessed by cognitive-motor dual-tasks: pros and cons in detecting people at risk of developing Alzheimer's and parkinson's diseases","volume":"39","author":"Belghali","year":"","journal-title":"Geroscience"},{"key":"B5","doi-asserted-by":"publisher","first-page":"207","DOI":"10.3389\/fneur.2017.00207","article-title":"Improving dual-task walking paradigms to detect prodromal parkinson's and Alzheimer's diseases","volume":"8","author":"Belghali","year":"","journal-title":"Front. Neurol."},{"key":"B6","doi-asserted-by":"publisher","first-page":"1342","DOI":"10.1002\/mds.26572","article-title":"Measurement instruments to assess posture, gait, and balance in Parkinson's disease: critique and recommendations","volume":"31","author":"Bloem","year":"2016","journal-title":"Movem. Disord. rs"},{"key":"B7","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.parkreldis.2017.11.340","article-title":"Stepping reaction time and gait adaptability are significantly impaired in people with Parkinson's disease: implications for fall risk","volume":"47","author":"Caetano","year":"2018","journal-title":"Parkinson. Relat. Disord."},{"key":"B8","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v076.i01","article-title":"Stan: a probabilistic programming language","volume":"76","author":"Carpenter","year":"2017","journal-title":"J. Stat. Softw."},{"key":"B9","doi-asserted-by":"publisher","first-page":"2501","DOI":"10.1002\/mds.23362","article-title":"A recommended scale for cognitive screening in clinical trials of Parkinson's disease","volume":"25","author":"Chou","year":"2010","journal-title":"Movem. Disord."},{"key":"B10","first-page":"S41","article-title":"The goalkeeper game has higher prediction power than moca for gait performance in people living with parkinson's disease","volume":"33","author":"D'Alencar","year":"2018","journal-title":"Mov. Disord."},{"key":"B11","unstructured":"de CastroB. M.\n          Processos estoc\u00e1ticos conduzidos por cadeias com mem\u00f3ria de alcance vari\u00e1vel e o jogo do goleiro2016"},{"key":"B12","doi-asserted-by":"publisher","first-page":"837","DOI":"10.2307\/2531595","article-title":"Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach","volume":"44","author":"DeLong","year":"1988","journal-title":"Biometrics"},{"key":"B13","doi-asserted-by":"publisher","first-page":"323","DOI":"10.2522\/ptj.20070082","article-title":"Diagnosis of fall risk in Parkinson disease: an analysis of individual and collective clinical balance test interpretation","volume":"88","author":"Dibble","year":"2008","journal-title":"Phys. Ther."},{"key":"B14","doi-asserted-by":"publisher","first-page":"2183","DOI":"10.1002\/mds.23814","article-title":"The relation between cognition and motor dysfunction in drug-naive newly diagnosed patients with Parkinson's disease","volume":"26","author":"Domell\u00f6f","year":"2011","journal-title":"Movem. Disord."},{"key":"B15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1002\/0471667196.ess2014","article-title":"Polychoric and polyserial correlations","volume":"9","author":"Drasgow","year":"2004","journal-title":"Encycl. Stat. Sci."},{"volume-title":"The Elements of Statistical Learning","year":"2001","author":"Friedman","key":"B16"},{"key":"B17","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v033.i01","article-title":"Regularization paths for generalized linear models via coordinate descent","volume":"33","author":"Friedman","year":"2010","journal-title":"J. Stat. Softw."},{"key":"B18","doi-asserted-by":"publisher","first-page":"790","DOI":"10.1016\/j.gaitpost.2013.03.024","article-title":"Obstacle crossing in Parkinson's disease: mediolateral sway of the centre of mass during level-ground walking and obstacle crossing","volume":"38","author":"Galna","year":"2013","journal-title":"Gait Post."},{"key":"B19","doi-asserted-by":"publisher","first-page":"1043","DOI":"10.1002\/mds.22017","article-title":"The Montreal cognitive assessment as a screening tool for cognitive impairment in Parkinson's disease","volume":"23","author":"Gill","year":"2008","journal-title":"Movem. Disord."},{"key":"B20","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/j.parkreldis.2017.02.008","article-title":"Domain-specific accuracy of the Montreal cognitive assessment subsections in Parkinson's disease","volume":"38","author":"Hendershott","year":"2017","journal-title":"Parkinsonism Relat. Disord."},{"key":"B21","doi-asserted-by":"publisher","first-page":"237","DOI":"10.1016\/j.gaitpost.2008.08.013","article-title":"The dynamic gait index in healthy older adults: the role of stair climbing, fear of falling and gender","volume":"29","author":"Herman","year":"2009","journal-title":"Gait Posture"},{"key":"B22","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1212\/WNL.17.5.427","article-title":"Parkinsonism: onset, progression, and mortality","volume":"17","author":"Hoehn","year":"1967","journal-title":"Neurology"},{"key":"B23","doi-asserted-by":"publisher","first-page":"1738","DOI":"10.1212\/WNL.0b013e3181c34b47","article-title":"Validity of the MoCA and MMSE in the detection of MCI and dementia in Parkinson disease","volume":"73","author":"Hoops","year":"2009","journal-title":"Neurology"},{"key":"B24","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1136\/jnnp.55.3.181","article-title":"Accuracy of clinical diagnosis of idiopathic Parkinson's disease: a clinico-pathological study of 100 cases","volume":"55","author":"Hughes","year":"1992","journal-title":"J. Neurol. Neurosurg. Psychiatry"},{"key":"B25","doi-asserted-by":"publisher","first-page":"692","DOI":"10.1016\/j.parkreldis.2015.04.002","article-title":"Association of cognitive domains with postural instability\/gait disturbance in Parkinson's disease","volume":"21","author":"Kelly","year":"2015","journal-title":"Parkinson. Relat. Disord."},{"key":"B26","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1016\/j.parkreldis.2008.06.003","article-title":"Clinimetric analyses of the modified Parkinson activity scale","volume":"15","author":"Keus","year":"2013","journal-title":"Parkinson. Relat. Disord."},{"key":"B27","doi-asserted-by":"publisher","first-page":"57","DOI":"10.12779\/dnd.2018.17.2.57","article-title":"Gait patterns in parkinson's disease with or without cognitive impairment","volume":"17","author":"Kim","year":"2018","journal-title":"Dement. Neurocogn. Disord."},{"key":"B28","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1016\/j.parkreldis.2017.01.012","article-title":"Evaluating the performance of the Montreal cognitive assessment in early stage Parkinson's disease","volume":"37","author":"Kletzel","year":"2017","journal-title":"Parkinson. Relat. Disord."},{"key":"B29","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1016\/j.gaitpost.2017.04.005","article-title":"Falls in people with Parkinson's disease: a prospective comparison of community and home-based falls","volume":"55","author":"Lamont","year":"2017","journal-title":"Gait Posture"},{"key":"B30","doi-asserted-by":"publisher","first-page":"963","DOI":"10.1177\/1545968316650426","article-title":"The role of the frontal lobe in complex walking among patients with Parkinson's disease and healthy older adults: an fNIRS study","volume":"30","author":"Maidan","year":"2016","journal-title":"Neurorehabil. Neural Repair"},{"key":"B31","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1111\/j.2517-6161.1980.tb01109.x","article-title":"Regression models for ordinal data","volume":"42","author":"McCullagh","year":"1980","journal-title":"J. R. Stat. Soc. Ser. B (Methodol.)."},{"key":"B32","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.bandc.2017.04.002","article-title":"Effects of aging on prefrontal brain activation during challenging walking conditions","volume":"115","author":"Mirelman","year":"2017","journal-title":"Brain Cogn."},{"key":"B33","doi-asserted-by":"publisher","first-page":"1415","DOI":"10.1093\/gerona\/glu155","article-title":"The motor signature of mild cognitive impairment: results from the gait and brain study","volume":"69","author":"Montero-Odasso","year":"2014","journal-title":"J. Gerontol. Ser. A Biomed. Sci. Med. Sci."},{"key":"B34","doi-asserted-by":"publisher","first-page":"1656","DOI":"10.1093\/gerona\/glx071","article-title":"Gait rather than cognition predicts decline in specific cognitive domains in early Parkinson's disease","volume":"72","author":"Morris","year":"2017","journal-title":"J. Gerontol. A Biol. Sci. Med. Sci."},{"key":"B35","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1111\/j.1532-5415.2005.53221.x","article-title":"The Montreal cognitive assessment, MoCA: a brief screening tool for mild cognitive impairment","volume":"53","author":"Nasreddine","year":"2005","journal-title":"J. Am. Geriatr. Soc."},{"key":"B36","doi-asserted-by":"publisher","first-page":"1044","DOI":"10.3389\/fneur.2018.01044","article-title":"Postural dynamics are associated with cognitive decline in Parkinson's disease","volume":"9","author":"Pantall","year":"2018","journal-title":"Front. Neurol."},{"key":"B37","doi-asserted-by":"publisher","first-page":"7","DOI":"10.1123\/japa.7.1.7","article-title":"Dimensions of mobility: defining the complexity and difficulty associated with community mobility","volume":"7","author":"Patla","year":"1998","journal-title":"J. Aging Phys. Act."},{"key":"B38","doi-asserted-by":"publisher","first-page":"76","DOI":"10.1016\/j.bandc.2014.03.005","article-title":"Motor planning in Parkinson's disease patients experiencing freezing of gait: the influence of cognitive load when approaching obstacles","volume":"87","author":"Pieruccini-Faria","year":"2014","journal-title":"Brain Cogn."},{"key":"B39","doi-asserted-by":"publisher","first-page":"617","DOI":"10.1002\/mds.24996","article-title":"Identifying prodromal parkinson's disease: pre-motor disorders in parkinson's disease","volume":"27","author":"Postuma","year":"2012","journal-title":"Movem. Disord."},{"key":"B40","doi-asserted-by":"publisher","first-page":"1501","DOI":"10.1212\/WNL.0000000000003840","article-title":"Decrease in A\u03b242 predicts dopa-resistant gait progression in early Parkinson disease","volume":"88","author":"Rochester","year":"2017","journal-title":"Neurology"},{"key":"B41","doi-asserted-by":"publisher","first-page":"e0123231","DOI":"10.1371\/journal.pone.0123231","article-title":"Relationship between motor symptoms, cognition, and demographic characteristics in treated mild\/moderate Parkinson's disease","volume":"10","author":"Schneider","year":"2015","journal-title":"PLoS ONE"},{"key":"B42","doi-asserted-by":"publisher","first-page":"864","DOI":"10.2522\/ptj.20140047","article-title":"Investigating the validity of the environmental framework underlying the original and modified dynamic gait index","volume":"95","author":"Shumway-Cook","year":"2014","journal-title":"Phys. Ther."},{"key":"B43","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1002\/mds.27233","article-title":"Global scales for cognitive screening in Parkinson's disease: critique and recommendations","volume":"33","author":"Skorvanek","year":"2018","journal-title":"Movem. Disord."},{"key":"B44","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1016\/j.apmr.2011.11.004","article-title":"Postural instability and gait impairment puring obstacle crossing in Parkinson's disease","volume":"93","author":"Stegem\u00f6ller","year":"2012","journal-title":"Arch. Phys. Med. Rehabil."},{"key":"B45","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1590\/s1980-5764-2016dn1004013","article-title":"Some aspects of the validity of the Montreal cognitive assessment (MoCA) for evaluating cognitive impairment in Brazilian patients with Parkinson's disease","volume":"10","author":"Tumas","year":"2016","journal-title":"Dement. Neuropsychol."},{"key":"B46","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1016\/j.dadm.2015.05.002","article-title":"Concordance of the Montreal cognitive assessment with standard neuropsychological measures","volume":"1","author":"Vogel","year":"2015","journal-title":"Alzheimer's Dement."},{"key":"B47","doi-asserted-by":"publisher","first-page":"1248","DOI":"10.1111\/j.1460-9568.2005.04298.x","article-title":"Dual tasking, gait rhythmicity, and Parkinson's disease: which aspects of gait are attention demanding?","volume":"22","author":"Yogev","year":"2005","journal-title":"Eur. J. Neurosci."},{"key":"B48","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1002\/mds.21720","article-title":"The role of executive function and attention in gait","volume":"23","author":"Yogev-Seligmann","year":"2008","journal-title":"Movem. Disord."},{"key":"B49","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1111\/j.1467-9868.2005.00503.x","article-title":"Regularization and variable selection via the elastic net","volume":"67","author":"Zou","year":"2005","journal-title":"J. R. Stat. Soc. Ser. B (Stat. Methodol.)"}],"container-title":["Frontiers in Aging Neuroscience"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/article\/10.3389\/fnagi.2020.00050\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,3,4]],"date-time":"2020-03-04T04:47:29Z","timestamp":1583297249000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/article\/10.3389\/fnagi.2020.00050\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3,4]]},"references-count":49,"alternative-id":["10.3389\/fnagi.2020.00050"],"URL":"https:\/\/doi.org\/10.3389\/fnagi.2020.00050","relation":{},"ISSN":["1663-4365"],"issn-type":[{"type":"electronic","value":"1663-4365"}],"subject":[],"published":{"date-parts":[[2020,3,4]]},"article-number":"50"}}