{"id":"W4212964419","doi":"10.3389/fnagi.2022.813531","title":"Enhanced Interplay of Neuronal Coherence and Coupling in the Dying Human Brain","year":2022,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Vancouver General Hospital; University of British Columbia","funders":"ETH Zürich Foundation; Henan Provincial People's Hospital; Eidgenössische Technische Hochschule Zürich","keywords":"Electroencephalography; Cerebral blood flow; Human brain; Brain activity and meditation; Medicine; Premovement neuronal activity; Ictal; Neuroscience; Cardiology; Anesthesia; Internal medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001103792,0.0001431674,0.0002024895,0.0003179243,0.0005946183,0.00005657881,0.0007605923,0.00001472806,0.000005191116],"category_scores_gemma":[0.003535966,0.0001329507,0.00002977781,0.001221023,0.000579888,0.0002471062,0.0005229781,0.000516772,2.452392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000759727,"about_ca_system_score_gemma":0.00004476589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004240206,"about_ca_topic_score_gemma":0.00001963368,"domain_scores_codex":[0.9977556,0.0003218265,0.000283609,0.0007046958,0.0005870113,0.0003472648],"domain_scores_gemma":[0.9975689,0.002001858,0.0001390987,0.0002503664,0.00001196418,0.00002782267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002779567,0.00009724456,0.04478378,0.00002051111,5.227416e-7,0.000039055,0.003102575,0.01739365,0.9324666,0.0006997572,0.0009327348,0.0004358293],"study_design_scores_gemma":[0.002758227,0.001362155,0.5190732,0.0002214977,0.00001356176,0.000201746,0.01092556,0.2592589,0.192992,0.007788843,0.004182683,0.001221626],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920133,0.00005943958,0.003183038,0.002952851,0.001172461,0.0002770212,0.000007468346,0.0000268681,0.0003075515],"genre_scores_gemma":[0.9939334,0.000008384175,0.0001246802,0.005764889,0.0000141114,0.00006987818,2.828499e-7,0.00001036122,0.00007396636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7394745,"threshold_uncertainty_score":0.5421572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990223132630758,"score_gpt":0.2850452960071579,"score_spread":0.2551430646808503,"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."}}