{"id":"W3030929194","doi":"10.1038/s41380-020-0774-9","title":"Brain structural abnormalities in obesity: relation to age, genetic risk, and common psychiatric disorders","year":2020,"lang":"en","type":"article","venue":"Molecular Psychiatry","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary","funders":"National Center for Research Resources; Division of Graduate Education; National Institute of Biomedical Imaging and Bioengineering; National Institute on Drug Abuse; National Health and Medical Research Council; National Institutes of Health; Ministry of Cultural Affairs; Branch Out Neurological Foundation; Universität Greifswald; H. Lundbeck A/S; Russian Science Foundation; Bundesministerium für Bildung und Forschung; National Institute of Mental Health; Children's Hospital Foundation; Deutsche Forschungsgemeinschaft; John S. Dunn Foundation; European Commission; Siemens Healthineers; Max-Planck-Gesellschaft; National Science Foundation; Science Foundation Ireland; University of Minnesota; EU Joint Programme – Neurodegenerative Disease Research; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust; Alberta Children's Hospital Foundation; Foundation for the National Institutes of Health; Medical Research Council; Leids Universitair Medisch Centrum; Westfälische Wilhelms-Universität Münster; Universiteit Leiden; Universitair Medisch Centrum Groningen; Vrije Universiteit Amsterdam","keywords":"Obesity; Pathological; Major depressive disorder; Psychology; Internal medicine; Medicine; Neuroscience; Cognition","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":[0.00009376528,0.0001847016,0.0003066541,0.0001378475,0.00008638085,0.00003171775,0.00007785996,0.00008504157,0.00001523163],"category_scores_gemma":[0.00003696434,0.0001897835,0.0002167765,0.0004363887,0.00003580183,0.00005107536,0.00005988405,0.0003000211,0.00001271183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544155,"about_ca_system_score_gemma":0.00005041251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648903,"about_ca_topic_score_gemma":0.0001697834,"domain_scores_codex":[0.9987265,0.0001628416,0.000258517,0.0003738337,0.0002455973,0.0002327168],"domain_scores_gemma":[0.9993177,0.00001439697,0.00005037914,0.000293345,0.00001109091,0.000313104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001714601,0.00004815186,0.9943155,0.0001632459,0.0001225468,0.0000760633,0.0003249105,0.0004303087,0.0002192762,0.0005273213,0.0003464051,0.00325481],"study_design_scores_gemma":[0.001697506,0.0001916372,0.9942491,0.00003653525,0.0002960242,0.0000349796,0.0001119523,0.0004583141,0.00003035411,0.001977674,0.0007024185,0.0002134884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805132,0.007541558,0.001421802,0.009246085,0.000186838,0.0005435445,0.00001333253,0.0000587403,0.0004749112],"genre_scores_gemma":[0.9906231,0.00009412793,0.003606491,0.005438768,0.0001403806,0.00001186548,0.0000346111,0.00002933359,0.00002131818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010991,"threshold_uncertainty_score":0.7739146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004250130801663036,"score_gpt":0.2273027740610165,"score_spread":0.2230526432593535,"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."}}