{"id":"W4366824042","doi":"10.1038/s41591-023-02317-4","title":"A shared neural basis underlying psychiatric comorbidity","year":2023,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Institute of Biomedical Imaging and Bioengineering; Fondation pour la Recherche Médicale; National Institute of Mental Health; National Institute for Health and Care Research; National Institute on Aging; Higher Education Discipline Innovation Project; Science Foundation Ireland; UK Research and Innovation; Assistance publique-Hôpitaux de Paris; Fédération pour la Recherche sur le Cerveau; Medical Research Council; Ministry of Education, India; National Natural Science Foundation of China; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; National Institute on Drug Abuse; Mission Interministérielle de Lutte Contre les Drogues et les Conduites Addictives; European Commission; Fondation de France; National Institutes of Health; Fondation de l'Avenir pour la Recherche Médicale Appliquée; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Deutsche Forschungsgemeinschaft; King's College London","keywords":"Psychopathology; Neuroimaging; Connectome; Comorbidity; Generalizability theory; Psychology; Prefrontal cortex; Clinical psychology; Psychiatry; Psychological intervention; Temporal lobe; Neuroscience; Medicine; Cognition; Developmental psychology; Functional connectivity; Epilepsy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003826303,0.0002793456,0.0003872311,0.001146217,0.0004842133,0.0006955336,0.0003284659,0.0003149942,0.001356196],"category_scores_gemma":[0.002344486,0.0002190783,0.0003039707,0.0008665443,0.0005948288,0.0003949427,0.001119957,0.0005739937,0.00007063098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005895487,"about_ca_system_score_gemma":0.0005207647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008150808,"about_ca_topic_score_gemma":0.01795905,"domain_scores_codex":[0.999536,0.00009123158,0.00003910105,0.0001794375,0.00008375315,0.0000705254],"domain_scores_gemma":[0.9993064,0.0001376173,0.0003137614,0.0001051672,0.00007327247,0.00006375269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247614,0.00003127872,0.9657652,0.00007192483,0.0002982635,0.0007503471,0.0004126008,0.000353473,0.01085631,0.001356744,0.0002070678,0.01977187],"study_design_scores_gemma":[0.000002649281,0.00002140886,0.9970419,0.00001501248,0.00004568304,0.0008129856,0.000140586,0.0004634144,0.0003945923,0.0009366085,0.0001192431,0.000005884574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961068,0.0006384114,0.00162225,0.0002359391,0.000006922221,0.00001460495,0.0004042076,0.00001694301,0.0009538778],"genre_scores_gemma":[0.9987836,0.000225037,0.0005944886,0.00003162523,0.000006290006,0.00000766204,0.0002491292,0.000003277725,0.00009878969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008150808,"threshold_uncertainty_score":0.01620674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09761966797977553,"score_gpt":0.3546119398505133,"score_spread":0.2569922718707377,"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."}}