{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T04:23:49Z","timestamp":1792038229691,"version":"4.4.0"},"reference-count":43,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/100006691","name":"Harvard Medical School","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006691","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100005294","name":"Massachusetts General Hospital","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005294","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Schizophrenia Research"],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1016\/j.schres.2025.06.024","type":"journal-article","created":{"date-parts":[[2025,7,7]],"date-time":"2025-07-07T13:15:51Z","timestamp":1751894151000},"page":"59-66","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"special_numbering":"C","title":["Construction of extra-large scale screening tools for risks of severe mental illnesses using real world healthcare data"],"prefix":"10.1016","volume":"283","author":[{"given":"Dianbo","family":"Liu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Karmel W.","family":"Choi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paulo","family":"Lizano","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"William","family":"Yuan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kun-Hsing","family":"Yu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jordan","family":"Smoller","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Isaac","family":"Kohane","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"December","key":"10.1016\/j.schres.2025.06.024_bb0005","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.schres.2017.03.043","article-title":"Comorbid diagnoses for youth at clinical high risk of psychosis","volume":"190","author":"Addington","year":"2017","journal-title":"Schizophr. Res."},{"key":"10.1016\/j.schres.2025.06.024_bb0010","series-title":"Diagnostic and Statistical Manual of Mental Disorders (DSM-5\u00ae)","author":"American Psychiatric Association","year":"2013"},{"issue":"6381","key":"10.1016\/j.schres.2025.06.024_bb0015","doi-asserted-by":"crossref","first-page":"1233","DOI":"10.1126\/science.aal4043","article-title":"Phenotype risk scores identify patients with unrecognized Mendelian disease patterns","volume":"359","author":"Bastarache","year":"2018","journal-title":"Science"},{"key":"10.1016\/j.schres.2025.06.024_bb0020","series-title":"Dental Fear and Anxiety in Pediatric Patients: Practical Strategies to Help Children Cope","author":"Campbell","year":"2017"},{"issue":"10","key":"10.1016\/j.schres.2025.06.024_bb0025","doi-asserted-by":"crossref","first-page":"980","DOI":"10.1176\/appi.ajp.2016.15070890","article-title":"An individualized risk calculator for research in prodromal psychosis","volume":"173","author":"Cannon","year":"2016","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.schres.2025.06.024_bb0030","series-title":"Early Intervention in Psychiatric Disorders across Cultures","author":"Chen","year":"2019"},{"issue":"March","key":"10.1016\/j.schres.2025.06.024_bb0035","doi-asserted-by":"crossref","first-page":"14005","DOI":"10.1038\/npjschz.2014.5","article-title":"Predictors of outcome in early-onset psychosis: a systematic review","volume":"1","author":"D\u00edaz-Caneja","year":"2015","journal-title":"NPJ Schizophr."},{"key":"10.1016\/j.schres.2025.06.024_bb0040","doi-asserted-by":"crossref","DOI":"10.1176\/ps.40.10.1041","article-title":"Substance abuse among the chronic mentally ill","author":"Drake","year":"1989","journal-title":"Psychiatr. Serv."},{"key":"10.1016\/j.schres.2025.06.024_bb0045","series-title":"Early Detection and Cognitive Therapy for People at High Risk of Developing Psychosis: A Treatment Approach","author":"French","year":"2004"},{"issue":"3","key":"10.1016\/j.schres.2025.06.024_bb0050","doi-asserted-by":"crossref","first-page":"322","DOI":"10.1002\/wps.20250","article-title":"At risk or not at risk? A meta-analysis of the prognostic accuracy of psychometric interviews for psychosis prediction","volume":"14","author":"Fusar-Poli","year":"2015","journal-title":"World Psychiatry: Official Journal of the World Psychiatric Association"},{"issue":"5","key":"10.1016\/j.schres.2025.06.024_bb0055","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1001\/jamapsychiatry.2017.0284","article-title":"Development and validation of a clinically based risk calculator for the transdiagnostic prediction of psychosis","volume":"74","author":"Fusar-Poli","year":"2017","journal-title":"JAMA Psychiatry"},{"issue":"4","key":"10.1016\/j.schres.2025.06.024_bb0060","first-page":"505","article-title":"Understanding the schizophrenia prodrome","volume":"59","author":"George","year":"2017","journal-title":"Indian J. Psychiatry."},{"key":"10.1016\/j.schres.2025.06.024_bb0065","article-title":"Diagnostic and statistical manual of mental disorders (DSM)","author":"Glass","year":"2009","journal-title":"AMA Manual of Style."},{"key":"10.1016\/j.schres.2025.06.024_bb0070","doi-asserted-by":"crossref","DOI":"10.1007\/978-94-010-0892-1_4","article-title":"The prodromal phase of psychosis","author":"H\u00e4fner","year":"2001","journal-title":"Early Intervention in Psychotic Disorders."},{"key":"10.1016\/j.schres.2025.06.024_bb0075","doi-asserted-by":"crossref","DOI":"10.1176\/appi.ajp.2011.11030459","article-title":"Long-term follow-up of the TIPS early detection in psychosis study: effects on 10-year outcome","author":"Hegelstad","year":"2012","journal-title":"Am. J. Psychiatry"},{"issue":"1","key":"10.1016\/j.schres.2025.06.024_bb0080","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1016\/S2215-0366(15)00357-0","article-title":"Prevalence of HIV, hepatitis B, and hepatitis C in people with severe mental illness: a systematic review and meta-analysis","volume":"3","author":"Hughes","year":"2016","journal-title":"Lancet Psychiatry"},{"issue":"6","key":"10.1016\/j.schres.2025.06.024_bb0085","doi-asserted-by":"crossref","first-page":"1296","DOI":"10.1093\/schbul\/sbs130","article-title":"A systematic review and meta-analysis of recovery in schizophrenia","volume":"39","author":"J\u00e4\u00e4skel\u00e4inen","year":"2013","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.schres.2025.06.024_bb0090","doi-asserted-by":"crossref","DOI":"10.1016\/S0010-440X(03)00094-4","article-title":"Prevalence of human immunodeficiency virus, hepatitis B, and hepatitis c among homeless persons with co-occurring severe mental illness and substance use disorders","author":"Klinkenberg","year":"2003","journal-title":"Compr. Psychiatry"},{"key":"10.1016\/j.schres.2025.06.024_bb0095","doi-asserted-by":"crossref","DOI":"10.1056\/NEJMsb051220","article-title":"Health-information altruists \u2014 a potentially critical resource","author":"Kohane","year":"2005","journal-title":"N. Engl. J. Med."},{"issue":"6","key":"10.1016\/j.schres.2025.06.024_bb0100","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1016\/j.encep.2013.12.003","article-title":"Assessment of mental states at risk of psychotic transition: validation of the French version of the CAARMS","volume":"40","author":"Krebs","year":"2014","journal-title":"L\u2019Encephale"},{"key":"10.1016\/j.schres.2025.06.024_bb0105","doi-asserted-by":"crossref","DOI":"10.1093\/schbul\/sbl005","article-title":"Early detection of first-episode psychosis: the effect on 1-year outcome","author":"Larsen","year":"2005","journal-title":"Schizophr. Bull."},{"key":"10.1016\/j.schres.2025.06.024_bb0110","doi-asserted-by":"crossref","DOI":"10.1017\/S0033291710002023","article-title":"Early detection of psychosis: positive effects on 5-year outcome","author":"Larsen","year":"2011","journal-title":"Psychol. Med."},{"key":"10.1016\/j.schres.2025.06.024_bb0115","series-title":"Two-Stage Federated Phenotyping and Patient Representation Learning","author":"Liu","year":"2019"},{"issue":"5","key":"10.1016\/j.schres.2025.06.024_bb0120","doi-asserted-by":"crossref","first-page":"899","DOI":"10.1093\/jamia\/ocv189","article-title":"SMART on FHIR: a standards-based, interoperable apps platform for electronic health records","volume":"23","author":"Mandel","year":"2016","journal-title":"Journal of the American Medical Informatics Association: JAMIA"},{"key":"10.1016\/j.schres.2025.06.024_bb0125","doi-asserted-by":"crossref","DOI":"10.1056\/NEJMp1700235","article-title":"A 21st-century health IT system \u2014 creating a real-world information economy","author":"Mandl","year":"2017","journal-title":"New England Journal of Medicine."},{"key":"10.1016\/j.schres.2025.06.024_bb0130","doi-asserted-by":"crossref","DOI":"10.1001\/archpsyc.62.9.975","article-title":"Association between duration of untreated psychosis and outcome in cohorts of first-episode patients","author":"Marshall","year":"2005","journal-title":"Arch. Gen. Psychiatry"},{"key":"10.1016\/j.schres.2025.06.024_bb0135","series-title":"The Perspectives of Psychiatry","author":"McH","year":"2011"},{"key":"10.1016\/j.schres.2025.06.024_bb0140","doi-asserted-by":"crossref","DOI":"10.1001\/archpsyc.1979.01780110087011","article-title":"Development of psychological distress among young adults","author":"Mechanic","year":"1979","journal-title":"Arch. Gen. Psychiatry"},{"key":"10.1016\/j.schres.2025.06.024_bb0145","doi-asserted-by":"crossref","DOI":"10.1001\/archpsyc.61.2.143","article-title":"Reducing the duration of untreated first-episode psychosis","author":"Melle","year":"2004","journal-title":"Arch. Gen. Psychiatry"},{"issue":"7","key":"10.1016\/j.schres.2025.06.024_bb0150","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1038\/nrd.2016.28","article-title":"Altering the course of schizophrenia: progress and perspectives","volume":"15","author":"Millan","year":"2016","journal-title":"Nat. Rev. Drug Discov."},{"issue":"September","key":"10.1016\/j.schres.2025.06.024_bb0155","doi-asserted-by":"crossref","first-page":"872","DOI":"10.1186\/s12889-015-2211-6","article-title":"Disease profiles of detainees in the Canton of Vaud in Switzerland: gender and age differences in substance abuse, mental health and chronic health conditions","volume":"15","author":"Moschetti","year":"2015","journal-title":"BMC Public Health"},{"issue":"10","key":"10.1016\/j.schres.2025.06.024_bb0160","doi-asserted-by":"crossref","first-page":"1785","DOI":"10.1176\/appi.ajp.162.10.1785","article-title":"Relationship between duration of untreated psychosis and outcome in first-episode schizophrenia: a critical review and meta-analysis","volume":"162","author":"Perkins","year":"2005","journal-title":"Am. J. Psychiatry"},{"key":"10.1016\/j.schres.2025.06.024_bb0165","series-title":"Early Detection and Intervention in Psychosis: State of the Art and Future Perspectives","author":"Riecher-R\u00f6ssler","year":"2016"},{"key":"10.1016\/j.schres.2025.06.024_bb0170","series-title":"The American Psychiatric Association Publishing Textbook of Psychiatry","author":"Roberts","year":"2019"},{"issue":"May","key":"10.1016\/j.schres.2025.06.024_bb0175","doi-asserted-by":"crossref","first-page":"259","DOI":"10.2147\/CEOR.S149519","article-title":"Claims-based proxies of patient instability among commercially insured adults with schizophrenia","volume":"10","author":"Ruetsch","year":"2018","journal-title":"ClinicoEconomics and Outcomes Research: CEOR"},{"issue":"2","key":"10.1016\/j.schres.2025.06.024_bb0180","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1111\/eip.12480","article-title":"Clinical psychopathology in youth at familial high risk for psychosis","volume":"13","author":"Shah","year":"2019","journal-title":"Early Interv. Psychiatry"},{"key":"10.1016\/j.schres.2025.06.024_bb0185","doi-asserted-by":"crossref","unstructured":"Shao, Rulin, Hongyu He, Hui Liu, and Dianbo Liu. n.d. \u201cPrivacy Preserving: Stochastic Channel-Based Federated Learning with Neural Network Pruning (Preprint).\u201d doi:https:\/\/doi.org\/10.2196\/preprints.17111.","DOI":"10.2196\/preprints.17111"},{"issue":"4","key":"10.1016\/j.schres.2025.06.024_bb0190","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1002\/ajmg.b.32539","article-title":"Anxiety genetics: dispatches from the frontier","volume":"174","author":"Smoller","year":"2017","journal-title":"American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics: The Official Publication of the International Society of Psychiatric Genetics"},{"issue":"January","key":"10.1016\/j.schres.2025.06.024_bb0195","article-title":"Early interventions to prevent psychosis: systematic review and meta-analysis","volume":"346","author":"Stafford","year":"2013","journal-title":"BMJ"},{"issue":"8","key":"10.1016\/j.schres.2025.06.024_bb0200","first-page":"853","article-title":"Characteristics of young adults with schizophrenic disorders treated in the community","volume":"36","author":"Test","year":"1985","journal-title":"Hosp. Community Psychiatry"},{"issue":"1","key":"10.1016\/j.schres.2025.06.024_bb0205","doi-asserted-by":"crossref","first-page":"1107","DOI":"10.1038\/s41467-021-21390-2","article-title":"Temporal bias in case-control design: preventing reliable predictions of the future","volume":"12","author":"Yuan","year":"2021","journal-title":"Nat. Commun."},{"key":"10.1016\/j.schres.2025.06.024_bb0210","series-title":"CAARMS Training DVD and Manual: Comprehensive Assessment of At Risk Mental State","author":"Yung","year":"2006"},{"issue":"2","key":"10.1016\/j.schres.2025.06.024_bb0215","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1093\/schbul\/22.2.283","article-title":"Monitoring and care of young people at incipient risk of psychosis","volume":"22","author":"Yung","year":"1996","journal-title":"Schizophr. Bull."}],"container-title":["Schizophrenia Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0920996425002403?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0920996425002403?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T21:12:27Z","timestamp":1758661947000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0920996425002403"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":43,"alternative-id":["S0920996425002403"],"URL":"https:\/\/doi.org\/10.1016\/j.schres.2025.06.024","relation":{},"ISSN":["0920-9964"],"issn-type":[{"value":"0920-9964","type":"print"}],"subject":[],"published":{"date-parts":[[2025,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Construction of extra-large scale screening tools for risks of severe mental illnesses using real world healthcare data","name":"articletitle","label":"Article Title"},{"value":"Schizophrenia Research","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.schres.2025.06.024","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}