{"id":"W4391213732","doi":"10.1159/000535665","title":"Neuropsychological Assessments of Cognitive Impairment in Major Depressive Disorder: A Systematic Review and Meta-Analysis with Meta-Regression","year":2024,"lang":"en","type":"review","venue":"Psychotherapy and Psychosomatics","topic":"Treatment of Major Depression","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brain and Cognition Discovery Foundation; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; Institute for Collaboration on Health, Intervention, and Policy, University of Connecticut; Genentech; Agency for Healthcare Research and Quality; Bausch Health; Novo Nordisk; Spier Family Foundation; National Institutes of Health; Università di Pisa; CVS Health; Mylan; National Institute of Dental and Craniofacial Research; J. Willard and Alice S. Marriott Foundation; H. Lundbeck A/S; Sunovion; Eisai; National Natural Science Foundation of China; Nova Southeastern University; Johns Hopkins University; Teva Pharmaceutical Industries; Brandeis University; University of Connecticut; Canadian Institutes of Health Research; Jazz Pharmaceuticals; Rogers Family Foundation; Purdue University; National Institute of Mental Health; Patient-Centered Outcomes Research Institute; Yale University; Massachusetts General Hospital; GlaxoSmithKline; Substance Abuse and Mental Health Services Administration; Dartmouth College; Biogen; Pfizer; University of Miami; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; American Foundation for Suicide Prevention; Sanofi; National Institute on Aging; Abbott Laboratories; Alzheimer's Association","keywords":"Major depressive disorder; Meta-analysis; Cochrane Library; Neuropsychology; PsycINFO; Cambridge Neuropsychological Test Automated Battery; Depression (economics); Internal medicine; Medicine; Strictly standardized mean difference; Confidence interval; Cognition; Psychiatry; Psychology; Clinical psychology; MEDLINE; Working memory; Spatial memory","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":[0.02260649,0.003392905,0.02035208,0.008644468,0.0006675015,0.003448097,0.002838241,0.001868333,0.002560813],"category_scores_gemma":[0.04220198,0.001720857,0.04908437,0.009234308,0.0007618777,0.00178221,0.001588883,0.001758812,0.0002795215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655405,"about_ca_system_score_gemma":0.003914833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007543756,"about_ca_topic_score_gemma":0.01485772,"domain_scores_codex":[0.9856592,0.007796952,0.003386258,0.001457064,0.001363004,0.0003375739],"domain_scores_gemma":[0.9727165,0.02102233,0.003769078,0.0008461594,0.001396222,0.0002496486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001374764,0.00002541663,0.005745051,0.2248565,0.7561025,0.00009532522,0.00005452356,0.0008639935,0.0001442291,0.0001049652,0.0005137511,0.01011902],"study_design_scores_gemma":[0.0004624767,0.0001465934,0.003887319,0.01611171,0.977922,0.00006638769,0.00002881115,0.0003311142,0.00007968491,0.0001678362,0.0007764254,0.0000195985],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00617416,0.9912088,0.001016167,0.0002175492,0.0001302745,0.0003815179,0.0006245009,0.00004366705,0.0002033549],"genre_scores_gemma":[0.2040998,0.7852404,0.005822997,0.0006899562,0.0003372315,0.002278473,0.001171944,0.00004176254,0.0003173313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02260649,"threshold_uncertainty_score":0.119556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09237804778192658,"score_gpt":0.4315413246874065,"score_spread":0.3391632769054799,"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."}}