{"id":"W4407894883","doi":"10.1016/j.pnpbp.2025.111301","title":"Assessment of cognitive domains in major depressive disorders using the Cambridge Neuropsychological Test Automated Battery (CANTAB): Systematic review and meta-analysis of cross-sectional and longitudinal studies","year":2025,"lang":"en","type":"review","venue":"Progress in Neuro-Psychopharmacology and Biological Psychiatry","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cambridge Neuropsychological Test Automated Battery; Cognition; Psychology; Neuropsychology; Meta-analysis; Working memory; Visual memory; Spatial memory; Clinical psychology; Audiology; Psychiatry; Medicine; Internal medicine","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":[0.007155806,0.001814696,0.01236252,0.005122133,0.000415031,0.002107854,0.001463247,0.001338869,0.002150428],"category_scores_gemma":[0.01623945,0.0008856175,0.01859367,0.006226374,0.0005787194,0.001171777,0.001190572,0.0009874918,0.0001844264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507494,"about_ca_system_score_gemma":0.002559875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005515974,"about_ca_topic_score_gemma":0.01512311,"domain_scores_codex":[0.9962918,0.001120011,0.001500836,0.0005098206,0.0004716116,0.0001059142],"domain_scores_gemma":[0.9899816,0.006628441,0.002204698,0.0003091679,0.0007590976,0.0001169225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001336114,0.00003386143,0.004111408,0.7326294,0.2277019,0.00008394214,0.0001074636,0.000317187,0.000341035,0.0001065785,0.0007380339,0.032493],"study_design_scores_gemma":[0.0006623373,0.0003473494,0.01163199,0.09544311,0.8866517,0.0002274443,0.0001009916,0.0001555794,0.0002085931,0.0002454728,0.004284344,0.0000411376],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002680206,0.9965119,0.000149851,0.00007045862,0.00003976139,0.0001106124,0.0003341236,0.000008711375,0.00009452561],"genre_scores_gemma":[0.06753554,0.9297728,0.0009370708,0.0004261901,0.00009591239,0.0004442669,0.0006478021,0.00001124971,0.00012923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01236252,"threshold_uncertainty_score":0.03784394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412356868235122,"score_gpt":0.476525002726268,"score_spread":0.3352893159027558,"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."}}