{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003522547,0.0002069171,0.000140478,0.0009182146,0.0001872482,0.0002607631,0.0001443913,0.0002431665,0.00114887],"category_scores_gemma":[0.001149965,0.0001213971,0.0001855308,0.0005430818,0.0002164378,0.0001741718,0.0002792357,0.0002697707,0.000074328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009032319,"about_ca_system_score_gemma":0.0001007903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002700017,"about_ca_topic_score_gemma":0.006715081,"domain_scores_codex":[0.9999007,0.00002871157,0.00001025619,0.00003331675,0.000013836,0.00001317722],"domain_scores_gemma":[0.9993737,0.0001085302,0.000349225,0.00006107987,0.0000354144,0.00007207641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001911509,0.00001660324,0.9940783,0.00001083522,0.00009816332,0.00007837555,0.00005529328,0.00006301359,0.002009527,0.00003502244,0.00003710623,0.00332662],"study_design_scores_gemma":[7.149529e-7,0.00001440677,0.9997135,0.000001368838,0.000009510476,0.0001060361,0.00001462231,0.00004254689,0.00004857812,0.00002414853,0.00002399275,6.095083e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989852,0.0004368614,0.0001552467,0.00002575451,0.000002702886,0.000001987183,0.0001534448,0.000002433629,0.000236298],"genre_scores_gemma":[0.9994153,0.0001522061,0.0001596278,0.000008877379,0.000004709824,0.000002123603,0.0001580134,0.000001221706,0.00009787723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002700017,"threshold_uncertainty_score":0.00536865,"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."}}