{"id":"W4406199379","doi":"10.1016/j.bpsc.2024.12.016","title":"Default Mode Network Functional Connectivity As a Transdiagnostic Biomarker of Cognitive Function","year":2025,"lang":"en","type":"review","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; Natural Sciences and Engineering Research Council of Canada; National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Default mode network; Functional connectivity; Cognition; Biomarker; Function (biology); Psychology; Neuroscience; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005501378,0.001004901,0.001855465,0.0005277748,0.001027421,0.0001335989,0.0004087316,0.0003535529,0.00004531126],"category_scores_gemma":[0.03925428,0.0008037493,0.0007045405,0.002391138,0.002129239,0.0004067894,0.000484944,0.001062835,0.00003264358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003707617,"about_ca_system_score_gemma":0.0006581931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001591386,"about_ca_topic_score_gemma":0.000007914545,"domain_scores_codex":[0.9928911,0.001680722,0.0009359978,0.002969288,0.0006198318,0.000903009],"domain_scores_gemma":[0.9571961,0.04139435,0.0006700556,0.0002908669,0.0002293688,0.0002192455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001827782,0.001892579,0.004747407,0.007774466,0.0002058395,0.0001687097,0.00007867887,0.00002794248,0.001672326,0.007602002,0.001982281,0.97202],"study_design_scores_gemma":[0.01578171,0.01971234,0.2143811,0.1832652,0.01826189,0.005484162,0.00123037,0.002504237,0.0008234726,0.07772327,0.4448411,0.01599117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006705866,0.9731485,0.004855192,0.0007356746,0.007068984,0.002914067,0.0009309438,0.0003428874,0.003297904],"genre_scores_gemma":[0.1107736,0.8791292,0.00001944765,0.009191214,0.0003344281,0.0003492579,0.00004402033,0.00005215905,0.0001066808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9560288,"threshold_uncertainty_score":0.9994413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162464700468738,"score_gpt":0.3623525799529574,"score_spread":0.2461061099060836,"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."}}