{"id":"W4400236493","doi":"10.3390/brainsci14070669","title":"Verbal Learning and Memory Deficits across Neurological and Neuropsychiatric Disorders: Insights from an ENIGMA Mega Analysis","year":2024,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia; Dalhousie University","funders":"Medical Research and Materiel Command; National Institute on Aging; Sunovion; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Helse Sør-Øst RHF; Health Research Council of New Zealand; National Health and Medical Research Council; Servier; Medical Research Council; Canadian Institutes of Health Research; Research Nova Scotia; Horizon 2020 Framework Programme; National Institutes of Health; HORIZON EUROPE Framework Programme; Norges Forskningsråd; Brain Injury Research Center; Ministerio de Ciencia e Innovación; Universitetet i Oslo; Instituto de Salud Carlos III; Helse Midt-Norge; Ministero della Salute; Eunice Kennedy Shriver National Institute of Child Health and Human Development; GlaxoSmithKline; Dalhousie University; Neurological Foundation of New Zealand; Congressionally Directed Medical Research Programs; Centro de Investigación Biomédica en Red de Salud Mental; U.S. Department of Defense; Veski; ZonMw; Sunnaas sykehus HF; Canterbury Medical Research Foundation; Sanofi; Norges Teknisk-Naturvitenskapelige Universitet; University of Otago; “la Caixa” Foundation; Respiratory Health Association; European Commission; Eisai; U.S. Department of Energy; Pfizer; Biogen; Deutsche Forschungsgemeinschaft; U.S. Department of Veterans Affairs; National Center for Research Resources; Fundación Alicia Koplowitz; Dalhousie Medical Research Foundation; National Science Foundation","keywords":"Schizophrenia (object-oriented programming); Depression (economics); Recall; Dementia; Psychology; Verbal memory; Cognition; Psychiatry; Attention deficit hyperactivity disorder; Clinical psychology; Verbal learning; Bipolar disorder; Audiology; Disease; Medicine; Cognitive psychology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01147676,0.0008828999,0.001405029,0.005680491,0.001000911,0.003430665,0.001201599,0.0005950839,0.001571067],"category_scores_gemma":[0.0130211,0.0003800959,0.001252184,0.003806611,0.002657304,0.003971912,0.003586553,0.001624886,0.0001547392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008710283,"about_ca_system_score_gemma":0.001446776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007353967,"about_ca_topic_score_gemma":0.0142251,"domain_scores_codex":[0.9965107,0.001687794,0.0003103673,0.0007549411,0.0005153202,0.0002208722],"domain_scores_gemma":[0.9909532,0.005580185,0.00128091,0.001168351,0.0007754553,0.0002420312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003671535,0.000101799,0.6290903,0.0007626572,0.004170883,0.0005207396,0.00582691,0.001520754,0.001283965,0.01383176,0.004932877,0.3375903],"study_design_scores_gemma":[0.00002504445,0.0002645285,0.8840256,0.0008963234,0.001357889,0.001908087,0.007861744,0.007050583,0.0004600454,0.08226003,0.01379479,0.00009536559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7951059,0.1294294,0.03804142,0.02956033,0.0002322681,0.0001065269,0.001699796,0.0001316317,0.005692741],"genre_scores_gemma":[0.9741527,0.01186028,0.01134102,0.001091641,0.0002871246,0.00008824855,0.0006589805,0.00003587277,0.0004842286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147676,"threshold_uncertainty_score":0.06069559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603236817333347,"score_gpt":0.3534415966447976,"score_spread":0.3374092284714641,"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."}}