{"id":"W4409769247","doi":"10.1038/s41386-025-02096-1","title":"Associations between structural brain measures and cognitive function in bipolar disorder: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Neuropsychopharmacology","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; McMaster University; Queen's University; Princess Margaret Cancer Centre; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Bipolar disorder; Meta-analysis; Cognition; Psychology; Clinical psychology; MEDLINE; Neuroscience; Psychiatry; Medicine; Internal medicine; Biology","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":[0.003851965,0.001952261,0.01042338,0.00245162,0.0004813851,0.00205807,0.001657957,0.00185681,0.003721259],"category_scores_gemma":[0.009891725,0.001108579,0.01844384,0.004007127,0.0005885151,0.001178144,0.001309215,0.001574236,0.0002968159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200351,"about_ca_system_score_gemma":0.00194794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007532276,"about_ca_topic_score_gemma":0.02537196,"domain_scores_codex":[0.9983059,0.0006034315,0.0004979889,0.0003059014,0.0001892689,0.00009741148],"domain_scores_gemma":[0.9956772,0.003084328,0.0007390199,0.0001717664,0.0002545879,0.0000731929],"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":[0.00243033,0.00006267276,0.008334733,0.3454087,0.6178963,0.0001762675,0.0001130146,0.000425852,0.0004755778,0.0001530218,0.0009869151,0.02353654],"study_design_scores_gemma":[0.0006780026,0.0001780806,0.01005727,0.01521299,0.9713154,0.0001175508,0.00006113879,0.0001110565,0.00009084123,0.0002186894,0.001925749,0.00003330904],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005264831,0.9938187,0.0002381624,0.00009156462,0.0000825176,0.00006987286,0.0002929004,0.00001271702,0.0001287498],"genre_scores_gemma":[0.1464033,0.8497462,0.001627914,0.0008117599,0.0001971213,0.0002596553,0.000615926,0.00001747107,0.0003206342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01042338,"threshold_uncertainty_score":0.02037138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05749692765152171,"score_gpt":0.3903028919926936,"score_spread":0.3328059643411719,"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."}}