{"id":"W4409281169","doi":"10.1016/j.biopsych.2025.02.728","title":"490. Evaluation of N-Back Working Memory Task Using Electroencephalography and Magnetoencephalography in Psychiatric Disorders: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Biological Psychiatry","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Magnetoencephalography; Electroencephalography; Task (project management); Working memory; Psychology; Psychiatry; Medicine; Cognition; Engineering","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":[0.002508408,0.001546967,0.008340013,0.003336222,0.000390291,0.001874291,0.00146826,0.002000234,0.005886401],"category_scores_gemma":[0.0102396,0.0007858056,0.007163253,0.003333695,0.0006115183,0.001400481,0.001082835,0.001118013,0.0005234323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233719,"about_ca_system_score_gemma":0.003571276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007894382,"about_ca_topic_score_gemma":0.03028488,"domain_scores_codex":[0.9986241,0.0003331573,0.0005642454,0.0001974959,0.0002163585,0.00006473799],"domain_scores_gemma":[0.9964905,0.002286703,0.0008182765,0.00005686512,0.0002912995,0.00005632464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008811888,0.00004320572,0.0006982583,0.9057524,0.02003046,0.0001271162,0.00009856594,0.0001170159,0.0004544519,0.0001409583,0.001515587,0.07014077],"study_design_scores_gemma":[0.003337786,0.0008933866,0.01054696,0.5694653,0.3822143,0.0007450371,0.0002967027,0.0002337235,0.0006339943,0.0004254696,0.03107665,0.0001307074],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007243801,0.9986405,0.00008428664,0.00007257465,0.00006199894,0.000109104,0.0001548667,0.000006129144,0.0001462582],"genre_scores_gemma":[0.01126301,0.9871759,0.0004553107,0.0005743378,0.00006315273,0.000146386,0.0001456275,0.000004615739,0.0001716625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008340013,"threshold_uncertainty_score":0.019692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08738196799165955,"score_gpt":0.3823095192129128,"score_spread":0.2949275512212532,"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."}}