{"id":"W3080158422","doi":"10.1001/jamapsychiatry.2020.2694","title":"Virtual Histology of Cortical Thickness and Shared Neurobiology in 6 Psychiatric Disorders","year":2020,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":264,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; University of Calgary; Montreal Neurological Institute and Hospital; University of Toronto; Dalhousie University; St. Joseph’s Healthcare Hamilton; University of British Columbia; Hospital for Sick Children; Centre for Addiction and Mental Health; Holland Bloorview Kids Rehabilitation Hospital","funders":"Cilag; National Institute of Biomedical Imaging and Bioengineering; National Institute on Drug Abuse; National Institute of Mental Health; Russian Academy of Sciences; National Health and Medical Research Council; Menzies Centre for Australian Studies, King's College London, University of London; Medical Research Council; College of Medicine, Seoul National University; Nuclear Physics; Irving Medical Center, Columbia University; Institute of Psychiatry, Psychology and Neuroscience, King’s College London; Cumming School of Medicine, University of Calgary; Mathison Centre for Mental Health Research and Education; State University of New York Upstate Medical University; Wake Forest School of Medicine; University of California, Irvine; Medical School, University of Michigan; University of California, Los Angeles; School of Medicine, New York University; Genentech; Directorate for Biological Sciences; National Institutes of Health; Amsterdam Neuroscience; Instituto de Investigación Marqués de Valdecilla; Universitat Politècnica de València; H. Lundbeck A/S; Ministry of Science and Higher Education of the Russian Federation; Servier; Innovative Medicines Initiative; Universidade do Minho; Julius-Maximilians-Universität Würzburg; Chiba University; Technische Universität Dresden; Universidad Autónoma de Madrid; Università di Pisa; University of Cape Town; Instituto de Salud Carlos III; Universidad de Cantabria; University of New South Wales; Radboud Universitair Medisch Centrum; Fundación Alicia Koplowitz; Universidade de São Paulo; U.S. Department of Veterans Affairs; National University of Ireland; Region Hovedstaden; Universität Zürich; Deutsches Zentrum für Neurodegenerative Erkrankungen; Westfälische Wilhelms-Universität Münster; Rheinische Friedrich-Wilhelms-Universität Bonn; Universiteit van Amsterdam; Universitair Medisch Centrum Groningen; Sanofi; Neuroscience Research Australia; Leids Universitair Medisch Centrum; City, University of London; Universitätsklinikum Heidelberg; Universitetet i Bergen; University of Reading; Universiteit Stellenbosch; Kunming Medical University; Universitetet i Oslo; Georgia Institute of Technology; Lundbeckfonden; NIHR Maudsley Biomedical Research Centre; Dalhousie University; Aix-Marseille Université; Universiteit Leiden; Centre Hospitalier Universitaire Vaudois; European Regional Development Fund; Seoul National University; Fundação Bial; National Center for Advancing Translational Sciences; Brandeis University; Bundesministerium für Bildung und Forschung; Vrije Universiteit Amsterdam; Monash University; Deakin University; Japan Society for the Promotion of Science; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Rijksuniversiteit Groningen; Universidade Federal do Rio Grande do Sul; Technische Universität München; Deutsche Forschungsgemeinschaft; Trinity College Dublin; South African Medical Research Council; AstraZeneca; Norges Teknisk-Naturvitenskapelige Universitet; Universiteit Utrecht; Murdoch Children's Research Institute; European Commission; Universitat de Barcelona; Centre National de la Recherche Scientifique; Imperial College London; King's College London; Karolinska Institutet; Amsterdam University Medical Centers; York University; University of East London; University of California, San Francisco; National Institute of Mental Health and Neurosciences; Vanderbilt University Medical Center; National Institute on Aging; University of Bath; McMaster University; University of Oxford; University of Toronto; University of Melbourne; Yale University; University of Texas Health Science Center at Houston; Department of Psychiatry, Faculty of Medicine, University of British Columbia; National Institute for Health and Care Research; Georgia State University; Pratt Foundation; Emory University; Children’s Hospital of Wisconsin Research Institute; Universiteit Maastricht; University of Pittsburgh; Universidad de Sevilla; University of Pennsylvania; Philipps-Universität Marburg; University of Galway; Fundació la Marató de TV3; Syracuse University; Johns Hopkins University; Universitat Autònoma de Barcelona; McGill University; Universität Basel; Seoul National University Hospital; University of Sussex; RWTH Aachen University; Centro de Investigación Biomédica en Red de Salud Mental; Radboud Universiteit; Eli Lilly and Company; State University of New York; University of Minnesota; Perelman School of Medicine, University of Pennsylvania; McLean Hospital; Biogen; National Center of Neurology and Psychiatry; University of Southern California","keywords":"Psychology; Neuroscience; Psychiatry; Medicine","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":[0.0001154453,0.0001588534,0.000310334,0.0001274357,0.00009362197,0.00001146896,0.0002081308,0.0001399179,0.00005544096],"category_scores_gemma":[0.004087851,0.0001543154,0.00006155989,0.0005217814,0.0003568583,0.000123204,0.00015159,0.0004451484,0.00001974035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001346989,"about_ca_system_score_gemma":0.00007338806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002269854,"about_ca_topic_score_gemma":0.0001369592,"domain_scores_codex":[0.9983811,0.0002905116,0.0003299341,0.000613831,0.000133539,0.0002510659],"domain_scores_gemma":[0.9977067,0.001917867,0.0001126407,0.0001629776,0.00001855196,0.00008124784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001966342,0.0007069339,0.8262427,0.0002136754,0.00002840748,0.00001012274,0.001609249,0.0001574382,0.03269165,0.09846228,0.03314274,0.004768462],"study_design_scores_gemma":[0.005230064,0.002410232,0.9595959,0.00002423097,0.00004092553,0.00007556483,0.0007415291,0.002100837,0.000391794,0.009641178,0.01918508,0.0005626424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.842181,0.0002759994,0.0002187184,0.1535653,0.00169659,0.0002070149,0.00002924585,0.00005892322,0.001767295],"genre_scores_gemma":[0.9806672,0.00007813701,0.0003422756,0.01871145,0.0001513242,0.00001627983,0.000001680803,0.00001621197,0.00001546273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384862,"threshold_uncertainty_score":0.6292799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020365492470084,"score_gpt":0.2485929083978829,"score_spread":0.2283892534731821,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}