{"id":"W4214903121","doi":"10.1016/j.biopsych.2022.02.959","title":"Virtual Ontogeny of Cortical Growth Preceding Mental Illness","year":2022,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Calgary; Centre Hospitalier Universitaire Sainte-Justine; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Cilag; Singapore Bioimaging Consortium; Scottish Mental Health Research Network; National Center for Complementary and Integrative Health; National Institute on Drug Abuse; European Regional Development Fund; H2020 Marie Skłodowska-Curie Actions; Horizon 2020; Medizinische Fakultät, Westfälische Wilhelms-Universität Münster; Instituto de Salud Carlos III; National Health and Medical Research Council; National Center for Advancing Translational Sciences; Seventh Framework Programme; NIH Clinical Center; Ramsay Health Care; National Institute on Alcohol Abuse and Alcoholism; Stiftelsen för Strategisk Forskning; Medical Research Council; Siemens Healthineers; Innovative Medicines Initiative; Interdisziplinäres Zentrum für Klinische Forschung, Universitätsklinikum Würzburg; Hartmann Müller-Stiftung für Medizinische Forschung; Medical Research Council Canada; University of Cape Town; Centro de Investigación Biomédica en Red de Salud Mental; Society for Mental Health Research; National Institute of Neurological Disorders and Stroke; Universität Zürich; Australian Schizophrenia Research Bank; Norges Forskningsråd; Ministerio de Ciencia e Innovación; Meath Foundation; Clinical and Translational Science Institute, University of California, San Francisco; National Institute of Mental Health; Helse Sør-Øst RHF; Hospital de Clínicas de Porto Alegre; Brain and Behavior Research Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Centre of Excellence in Cognition and its Disorders, Australian Research Council; Ministero della Salute; Macquarie University; Generalitat de Catalunya; Natural Sciences and Engineering Research Council of Canada; American Foundation for Suicide Prevention; Bundesministerium für Bildung und Forschung; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Institute of Biomedical Imaging and Bioengineering; University of Melbourne; Stiftelsen för Strategisk Forskning; National Institute for Health and Care Research; National Research Foundation; South African Medical Research Council; Swinburne University of Technology; Ministerio de Ciencia, Innovación y Universidades; Health Research Board; Pratt Foundation; Centres de Recerca de Catalunya; National Institutes of Health; Children's Hospital Foundation; Fundação Instituto de Pesquisas Econômicas; Wellcome Trust; University of California, San Francisco; Simons Foundation Autism Research Initiative; Schizophrenia Research Fund; Sylvia and Charles Viertel Charitable Foundation; Australian Research Council; Fresenius Medical Care North America; National Institute on Aging; Jack Brockhoff Foundation; EU Joint Programme – Neurodegenerative Disease Research; Bill and Melinda Gates Foundation; National Center for Research Resources; National Alliance for Research on Schizophrenia and Depression; Biogen; Hjärnfonden; Ministerstvo Zdravotnictví Ceské Republiky; European Commission; Russian Foundation for Basic Research; National Healthcare Group; European Federation of Pharmaceutical Industries and Associations; Carnegie Corporation of New York; Chiropractic and Osteopathic College of Australasia; Collier Charitable Fund; Indiana Clinical and Translational Sciences Institute; Autism Speaks; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Horizon 2020 Framework Programme; Vetenskapsrådet; University of Minnesota; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Veterans Affairs","keywords":"DISC1; Schizophrenia (object-oriented programming); Neurodevelopmental disorder; Psychosis; Cerebral cortex; Neuroscience; Psychology; Autism; Biology; Gene; Psychiatry; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002649235,0.0001664962,0.0001481433,0.001298488,0.0004049861,0.0009556268,0.000270997,0.0003719373,0.006429202],"category_scores_gemma":[0.001600381,0.0001980828,0.0002309637,0.0005679682,0.0008940158,0.0007721058,0.0008887278,0.0005757558,0.000573101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278913,"about_ca_system_score_gemma":0.0005888335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003596168,"about_ca_topic_score_gemma":0.004475976,"domain_scores_codex":[0.9998699,0.00002401162,0.000004708854,0.00003424678,0.0000321061,0.00003491887],"domain_scores_gemma":[0.9993474,0.000250525,0.0001326441,0.0000802508,0.00009346297,0.00009566972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003529056,0.0001915562,0.2081225,0.0005202004,0.0002252305,0.01341996,0.004477555,0.008446154,0.4151375,0.09499983,0.003028328,0.2479022],"study_design_scores_gemma":[0.00001580892,0.0002481583,0.9429833,0.0001054869,0.00004723226,0.005535258,0.001293083,0.002685837,0.01924897,0.01859773,0.009209844,0.00002931104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678523,0.00167574,0.007181692,0.0003794396,0.00006694085,0.0000182517,0.0009210989,0.0001329681,0.02177169],"genre_scores_gemma":[0.9966391,0.0004620743,0.0009608914,0.00002498841,0.00001241708,0.000009999229,0.0001830956,0.00002899024,0.001678308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006429202,"threshold_uncertainty_score":0.0215078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07596099524132206,"score_gpt":0.3527165624234762,"score_spread":0.2767555671821542,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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