{"id":"W4407933545","doi":"10.1016/j.brs.2024.12.809","title":"Variability in Brain Responses to Galvanic Vestibular Stimulation: A Granger Causality Analysis of Independent Components in Resting-State EEG","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Galvanic vestibular stimulation; Granger causality; Electroencephalography; Resting state fMRI; Neuroscience; Audiology; Causality (physics); Vestibular system; Medicine; Psychology; Mathematics; Econometrics; Physics","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":[0.0004065714,0.000346621,0.0001838011,0.0006621387,0.0001307707,0.0003459845,0.0001695649,0.0001674195,0.001137416],"category_scores_gemma":[0.001682031,0.00008312718,0.0002980372,0.0004940618,0.0002184386,0.0001885532,0.0002408127,0.0002041839,0.0001095443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036688,"about_ca_system_score_gemma":0.0001883891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005607877,"about_ca_topic_score_gemma":0.001224774,"domain_scores_codex":[0.99985,0.00004376218,0.00001218517,0.00004400852,0.00003371317,0.00001632238],"domain_scores_gemma":[0.999587,0.0002609127,0.00005870162,0.0000351207,0.00003876246,0.00001945531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003404008,0.000566916,0.1999033,0.0005708188,0.0007739177,0.001019186,0.001051805,0.01954838,0.3809757,0.001701635,0.001272249,0.3892121],"study_design_scores_gemma":[0.00009252522,0.0008635216,0.8919288,0.00004070785,0.0002659079,0.001847842,0.0002571917,0.06812107,0.03158351,0.003272436,0.001658854,0.00006755115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579562,0.000386646,0.04029903,0.00005452504,0.00001342378,0.00008292094,0.0003608188,0.0001484006,0.0006979661],"genre_scores_gemma":[0.9929394,0.0001311462,0.006352208,0.0000101539,0.00001638458,0.00003979983,0.0003163153,0.00001789618,0.0001768044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001137416,"threshold_uncertainty_score":0.003804982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892241275807804,"score_gpt":0.3396473849959915,"score_spread":0.2907249722379134,"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."}}