{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001083379,0.00009065673,0.0001779661,0.00003022779,0.0003281386,0.000003844169,0.0001327153,0.00003957436,0.000256516],"category_scores_gemma":[0.0000690657,0.00007037379,0.00009541998,0.0001719367,0.0001158023,0.00001538125,0.0001676117,0.0002761938,0.000003892887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003507858,"about_ca_system_score_gemma":0.00003240045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004664875,"about_ca_topic_score_gemma":3.127012e-7,"domain_scores_codex":[0.9991903,0.00003201984,0.0002278534,0.0002484864,0.0001455134,0.0001558766],"domain_scores_gemma":[0.9996035,0.00004007422,0.00007171131,0.0001766453,0.00003249579,0.00007560726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009138091,0.002333434,0.6090163,0.00004042943,0.00005640673,0.000008728094,0.0001236338,0.000007072544,0.0996096,0.2560552,0.02621697,0.005618434],"study_design_scores_gemma":[0.005984758,0.01440975,0.702737,0.0001302064,0.0002318669,0.0008808773,0.003692266,0.0008963579,0.01952823,0.09215998,0.1578999,0.001448825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914232,0.0001533789,0.003161838,0.002289385,0.0004749585,0.0003745642,0.00004980694,0.0001874626,0.001885443],"genre_scores_gemma":[0.9901131,0.00004719096,0.008556755,0.0009147574,0.000124892,0.0000944696,0.00004250706,0.000009950367,0.0000964228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638952,"threshold_uncertainty_score":0.286976,"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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