{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T20:38:56Z","timestamp":1779395936608,"version":"3.53.1"},"reference-count":36,"publisher":"Elsevier BV","issue":"8","license":[{"start":{"date-parts":[[2021,8,1]],"date-time":"2021-08-01T00:00:00Z","timestamp":1627776000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2021,8,1]],"date-time":"2021-08-01T00:00:00Z","timestamp":1627776000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2022,7,21]],"date-time":"2022-07-21T00:00:00Z","timestamp":1658361600000},"content-version":"am","delay-in-days":354,"URL":"http:\/\/www.elsevier.com\/open-access\/userlicense\/1.0\/"}],"funder":[{"DOI":"10.13039\/100000893","name":"Simons Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000893","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","jaacap.org","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of the American Academy of Child &amp; Adolescent Psychiatry"],"published-print":{"date-parts":[[2021,8]]},"DOI":"10.1016\/j.jaac.2020.10.015","type":"journal-article","created":{"date-parts":[[2020,11,5]],"date-time":"2020-11-05T20:52:39Z","timestamp":1604609559000},"page":"968-977","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":15,"title":["Towards a Data-Driven Approach to Screen for Autism Risk at 12 Months of Age"],"prefix":"10.1016","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8867-9457","authenticated-orcid":false,"given":"Shoba S.","family":"Meera","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin","family":"Donovan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4300-8195","authenticated-orcid":false,"given":"Jason J.","family":"Wolff","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9607-0799","authenticated-orcid":false,"given":"Lonnie","family":"Zwaigenbaum","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6246-1000","authenticated-orcid":false,"given":"Jed T.","family":"Elison","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2210-7290","authenticated-orcid":false,"given":"Truong","family":"Kinh","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1190-7981","authenticated-orcid":false,"given":"Mark D.","family":"Shen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2687-4155","authenticated-orcid":false,"given":"Annette M.","family":"Estes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9166-1434","authenticated-orcid":false,"given":"Heather C.","family":"Hazlett","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7722-406X","authenticated-orcid":false,"given":"Linda R.","family":"Watson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5321-6353","authenticated-orcid":false,"given":"Grace T.","family":"Baranek","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8474-3458","authenticated-orcid":false,"given":"Meghan R.","family":"Swanson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tanya","family":"St. John","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Catherine A.","family":"Burrows","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9817-3425","authenticated-orcid":false,"given":"Robert T.","family":"Schultz","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4034-6087","authenticated-orcid":false,"given":"Stephen R.","family":"Dager","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5276-9653","authenticated-orcid":false,"given":"Kelly N.","family":"Botteron","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juhi","family":"Pandey","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0255-9003","authenticated-orcid":false,"given":"Joseph","family":"Piven","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.jaac.2020.10.015_bib1","series-title":"Diagnostic and Statistical Manual of Mental Disorders","year":"2013"},{"key":"10.1016\/j.jaac.2020.10.015_bib2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.15585\/mmwr.ss6904a1","article-title":"Prevalence of autism spectrum disorder among children aged 8 years\u2014Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2016","volume":"69","author":"Maenner","year":"2020","journal-title":"MMWR Surveill Summ"},{"key":"10.1016\/j.jaac.2020.10.015_bib3","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/j.ijdevneu.2004.05.001","article-title":"Behavioral manifestations of autism in the first year of life","volume":"23","author":"Zwaigenbaum","year":"2005","journal-title":"Int J Dev Neurosci"},{"key":"10.1016\/j.jaac.2020.10.015_bib4","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1111\/j.1467-8624.2012.01870.x","article-title":"Developmental trajectories in children with\u00a0and without autism spectrum disorders: the first 3 years","volume":"84","author":"Landa","year":"2013","journal-title":"Child Dev"},{"key":"10.1016\/j.jaac.2020.10.015_bib5","first-page":"130","article-title":"A\u00a0prospective study of the emergence of early behavioral signs of autism","volume":"100","author":"Ozonoff","year":"2012","journal-title":"J\u00a0Am Acad Child Adolesc Psychiatry"},{"key":"10.1016\/j.jaac.2020.10.015_bib6","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1542\/peds.2013-1813","article-title":"Validation of the Modified Checklist for Autism in Toddlers, Revised With Follow-up (M-CHAT-R\/F)","volume":"133","author":"Robins","year":"2014","journal-title":"Pediatrics"},{"key":"10.1016\/j.jaac.2020.10.015_bib7","series-title":"First-Year Inventory (FYI) 2.0","author":"Baranek","year":"2003"},{"key":"10.1016\/j.jaac.2020.10.015_bib8","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1007\/s10803-011-1208-y","article-title":"Development and initial validation of a parent report measure of the behavioral development of infants at risk for autism spectrum disorders","volume":"42","author":"Feldman","year":"2012","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib9","doi-asserted-by":"crossref","first-page":"322","DOI":"10.1177\/1362361316675120","article-title":"The Autism Parent Screen for Infants: predicting risk of autism spectrum disorder based on parent-reported behavior observed at 6\u201324 months of age","volume":"22","author":"Sacrey","year":"2018","journal-title":"Autism"},{"key":"10.1016\/j.jaac.2020.10.015_bib10","doi-asserted-by":"crossref","first-page":"527","DOI":"10.1177\/1362361312439633","article-title":"The First Year Inventory: a longitudinal follow-up of 12-month-old to 3-year-old children","volume":"17","author":"Turner-Brown","year":"2013","journal-title":"Autism"},{"key":"10.1016\/j.jaac.2020.10.015_bib11","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s10803-014-2211-x","article-title":"Screening for autism spectrum disorders in 12-month-old high-risk siblings by parental report","volume":"45","author":"Rowberry","year":"2014","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib12","doi-asserted-by":"crossref","DOI":"10.1007\/s10803-019-04208-5","article-title":"The Performance of the First Year Inventory (FYI) screening on a sample of high-risk 12-month-olds diagnosed with autism spectrum disorder (ASD) at 36 months","author":"Lee","year":"2019","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib13","doi-asserted-by":"crossref","first-page":"3735","DOI":"10.1016\/j.csda.2009.04.009","article-title":"Estimating classification error rate: repeated cross-validation, repeated hold-out and bootstrap","volume":"53","author":"Kim","year":"2009","journal-title":"Comput Stat Data Anal"},{"key":"10.1016\/j.jaac.2020.10.015_bib14","series-title":"Social Communication Questionnaire","author":"Rutter","year":"2003"},{"key":"10.1016\/j.jaac.2020.10.015_bib15","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1007\/BF02172145","article-title":"Autism Diagnostic Interview\u2212Revised: a revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders","volume":"24","author":"Lord","year":"1994","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib16","series-title":"Family Interview for Genetic Studies (FIGS): A Manual for FIGS","author":"Maxwell","year":"1992"},{"key":"10.1016\/j.jaac.2020.10.015_bib17","doi-asserted-by":"crossref","first-page":"1691","DOI":"10.1007\/s10803-006-0303-y","article-title":"A\u00a0parent-report instrument for identifying one-year-olds at risk for an eventual diagnosis of autism: the first year inventory","volume":"37","author":"Reznick","year":"2007","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib18","series-title":"Mullen Scales of Early Learning","author":"Mullen","year":"1995"},{"key":"10.1016\/j.jaac.2020.10.015_bib19","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1023\/A:1005592401947","article-title":"The Autism Diagnostic Observation Schedule\u2212Generic: a standard measure of social and communication deficits associated with the spectrum of autism","volume":"30","author":"Lord","year":"2000","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib20","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1007\/s10803-008-0674-3","article-title":"Standardizing ADOS scores for a measure of severity in autism spectrum disorders","volume":"39","author":"Gotham","year":"2009","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib21","first-page":"1","article-title":"Behavioral, cognitive, and adaptive development in infants with autism spectrum disorder in the first 2 years of life","volume":"7","author":"Estes","year":"2015","journal-title":"J\u00a0Neurodev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib22","series-title":"R: A Language and Environment for Statistical Computing","year":"2020"},{"key":"10.1016\/j.jaac.2020.10.015_bib23","first-page":"65","article-title":"A\u00a0simple sequentially rejective multiple test procedure","volume":"6","author":"Holm","year":"1979","journal-title":"Scand J Stat"},{"key":"10.1016\/j.jaac.2020.10.015_bib24","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Mach Learn"},{"key":"10.1016\/j.jaac.2020.10.015_bib25","article-title":"Classification and Regression Trees","author":"Breiman","year":"2017","journal-title":"Routledge, Abingdon, Oxfordshire"},{"key":"10.1016\/j.jaac.2020.10.015_bib26","first-page":"321","article-title":"SMOTE: Synthetic Minority Over-sampling Technique","volume":"16","author":"Chawla","year":"2002","journal-title":"J\u00a0Artif Intell Res"},{"key":"10.1016\/j.jaac.2020.10.015_bib27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2016\/4624829","article-title":"Autism spectrum disorder screening instruments for very young children: a systematic review","volume":"2016","author":"Towle","year":"2016","journal-title":"Autism Res Treat"},{"key":"10.1016\/j.jaac.2020.10.015_bib28","doi-asserted-by":"crossref","first-page":"e488","DOI":"10.1542\/peds.2010-2825","article-title":"Recurrence risk for autism spectrum disorders: a Baby Siblings Research Consortium study","volume":"128","author":"Ozonoff","year":"2011","journal-title":"Pediatrics"},{"key":"10.1016\/j.jaac.2020.10.015_bib29","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1016\/S0140-6736(02)07948-5","article-title":"Uses and abuses of screening tests","volume":"359","author":"Grimes","year":"2002","journal-title":"Lancet"},{"key":"10.1016\/j.jaac.2020.10.015_bib30","doi-asserted-by":"crossref","first-page":"1542","DOI":"10.1007\/s10803-017-3062-z","article-title":"Brief report: characteristics of preschool children with ASD vary by ascertainment","volume":"47","author":"Sacrey","year":"2017","journal-title":"J\u00a0Autism Dev Disord"},{"key":"10.1016\/j.jaac.2020.10.015_bib31","article-title":"Research review: outcomes of 24- to 36-month-old children with autism spectrum disorder vary by ascertainment strategy: a systematic review and meta-analysis","author":"Micheletti","year":"2019","journal-title":"J\u00a0Child Psychol Psychiatry"},{"key":"10.1016\/j.jaac.2020.10.015_bib32","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1002\/aur.1644","article-title":"Prevalence and associated features of autism spectrum disorder in extremely low gestational age newborns at age 10 years","volume":"10","author":"Joseph","year":"2017","journal-title":"Autism Res"},{"key":"10.1016\/j.jaac.2020.10.015_bib33","doi-asserted-by":"crossref","DOI":"10.1126\/scitranslmed.aag2882","article-title":"Functional neuroimaging of high-risk 6-month-old infants predicts a diagnosis of autism at 24 months of age","volume":"9","author":"Emerson","year":"2017","journal-title":"Sci Transl Med"},{"key":"10.1016\/j.jaac.2020.10.015_bib34","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1038\/nature21369","article-title":"Early brain development in infants at high risk for autism spectrum disorder","volume":"542","author":"Hazlett","year":"2017","journal-title":"Nature"},{"key":"10.1016\/j.jaac.2020.10.015_bib35","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/S2215-0366(14)00091-1","article-title":"Parent-mediated intervention versus no intervention for infants at high risk of autism: a parallel, single-blind, randomised trial","volume":"2","author":"Green","year":"2015","journal-title":"Lancet Psychiatry"},{"key":"10.1016\/j.jaac.2020.10.015_bib36","doi-asserted-by":"crossref","first-page":"1330","DOI":"10.1111\/jcpp.12728","article-title":"Randomised trial of a parent-mediated intervention for infants at high risk for autism: longitudinal outcomes to age 3 years","volume":"58","author":"Green","year":"2017","journal-title":"J\u00a0Child Psychol Psychiatry Allied Discip"}],"container-title":["Journal of the American Academy of Child &amp; Adolescent Psychiatry"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0890856720320608?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0890856720320608?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T14:31:13Z","timestamp":1760193073000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0890856720320608"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8]]},"references-count":36,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2021,8]]}},"alternative-id":["S0890856720320608"],"URL":"https:\/\/doi.org\/10.1016\/j.jaac.2020.10.015","relation":{},"ISSN":["0890-8567"],"issn-type":[{"value":"0890-8567","type":"print"}],"subject":[],"published":{"date-parts":[[2021,8]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Towards a Data-Driven Approach to Screen for Autism Risk at 12 Months of Age","name":"articletitle","label":"Article Title"},{"value":"Journal of the American Academy of Child & Adolescent Psychiatry","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jaac.2020.10.015","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"https:\/\/doi.org\/10.1016\/j.jaac.2020.07.910","name":"associatedlink","label":"CrossRef DOI link to the associated document"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a92020 American Academy of Child and Adolescent Psychiatry","name":"copyright","label":"Copyright"}]}}