{"id":"W4411134566","doi":"10.1038/s41514-025-00243-y","title":"Evaluating EEG complexity and spectral signatures in Alzheimer’s disease and frontotemporal dementia: evidence for rostrocaudal asymmetry","year":2025,"lang":"en","type":"article","venue":"npj Aging","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Frontotemporal dementia; Neuroscience; Electroencephalography; Neuroimaging; Psychology; Dementia; Alzheimer's disease; Disease; Medicine; Pathology","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":[0.0004796528,0.0003651054,0.0002410785,0.001877766,0.0001468705,0.0005068446,0.0001528922,0.0002716709,0.0008039312],"category_scores_gemma":[0.002354867,0.00009394018,0.0001645274,0.0005334127,0.0003995651,0.0004953338,0.0005495274,0.0002213575,0.0001068636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746965,"about_ca_system_score_gemma":0.0001055199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009858805,"about_ca_topic_score_gemma":0.001397763,"domain_scores_codex":[0.9998264,0.00003103224,0.0000252416,0.00004036782,0.00005459292,0.00002236326],"domain_scores_gemma":[0.9989831,0.0003303137,0.0004032339,0.00007878735,0.00009714309,0.0001073388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002473543,0.0001865528,0.7711614,0.0002158203,0.0003763011,0.001252772,0.0008755687,0.0008558288,0.1216733,0.0007818989,0.0004206635,0.09972632],"study_design_scores_gemma":[0.000008966425,0.000116816,0.9959667,0.000007171074,0.00002083689,0.0007158297,0.00009502881,0.001072075,0.001378059,0.0005135823,0.00009716459,0.000007908761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968402,0.0003492637,0.001617791,0.00003331597,0.000006096488,0.00001545846,0.0001538778,0.00001773404,0.0009661995],"genre_scores_gemma":[0.9986787,0.000111939,0.0009291975,0.00001040936,0.00001079067,0.000008487529,0.0001478587,0.000003830243,0.00009867358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001877766,"threshold_uncertainty_score":0.002689362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516584801518874,"score_gpt":0.3926849978644967,"score_spread":0.2410265177126093,"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."}}