{"id":"W4388733780","doi":"10.3389/fnins.2023.1274837","title":"Electroencephalogram measured functional connectivity for delirium detection: a systematic review","year":2023,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; Schwartz/Reisman Emergency Medicine Institute; University of Toronto","funders":"","keywords":"Delirium; Electroencephalography; Connectome; Population; Physical medicine and rehabilitation; Psychology; Neuroscience; Medicine; Functional connectivity; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001246143,0.0005370678,0.00335857,0.0008214716,0.0001628678,0.00004138991,0.0003521456,0.0002347247,0.000003109109],"category_scores_gemma":[0.06715678,0.0004469895,0.0009296449,0.002689402,0.0003102577,0.000119233,0.00006468502,0.0007283802,0.00001570319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391652,"about_ca_system_score_gemma":0.0007262639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004363464,"about_ca_topic_score_gemma":0.00001273536,"domain_scores_codex":[0.9961123,0.0004704121,0.0009862222,0.00108219,0.0006761049,0.000672786],"domain_scores_gemma":[0.9943013,0.0004635261,0.0005208349,0.0005468818,0.004005672,0.0001617937],"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":[0.00002794522,0.0000601889,0.00000680252,0.9605591,0.00007128827,0.00006141631,0.000007152693,4.517183e-7,0.000009831604,0.00001155168,0.01534289,0.02384138],"study_design_scores_gemma":[0.0006141001,0.0006648675,0.00003626527,0.8387918,0.005059621,0.0006982633,0.0001394722,0.0005051673,0.000005115853,0.00008385041,0.1527121,0.0006893728],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.911279e-7,0.9295793,0.05661573,0.0002355623,0.003857913,0.009444007,0.00004973769,0.0001556921,0.00006167666],"genre_scores_gemma":[0.00001268032,0.9856889,0.0002359682,0.009526109,0.00009558518,0.003841092,0.00006007903,0.00009128634,0.0004483293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1373692,"threshold_uncertainty_score":0.9997982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07585542344676517,"score_gpt":0.3394984615176368,"score_spread":0.2636430380708716,"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."}}