{"id":"W4385380494","doi":"10.1007/s10548-023-00993-6","title":"EEG-Meta-Microstates: Towards a More Objective Use of Resting-State EEG Microstate Findings Across Studies","year":2023,"lang":"en","type":"article","venue":"Brain Topography","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"National Institute of Mental Health; University of Bern","keywords":"Ministate; Electroencephalography; Resting state fMRI; Psychology; EEG-fMRI; Neuroscience; Audiology; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07923182,0.002446689,0.003026397,0.0478589,0.0009705247,0.011681,0.002794466,0.001231866,0.007463434],"category_scores_gemma":[0.2080384,0.001212994,0.003759021,0.03578551,0.001624412,0.01038777,0.009231347,0.001802068,0.001560359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130594,"about_ca_system_score_gemma":0.002300388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191501,"about_ca_topic_score_gemma":0.002930826,"domain_scores_codex":[0.9659151,0.01487674,0.008034137,0.006872116,0.003920484,0.0003813757],"domain_scores_gemma":[0.7709662,0.1371919,0.04012049,0.03144298,0.01806958,0.002208795],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001615212,0.0001869381,0.1273362,0.05716057,0.03150649,0.001347639,0.03033978,0.003818688,0.02590312,0.02217329,0.03946053,0.6591516],"study_design_scores_gemma":[0.0006380783,0.001071329,0.5108194,0.01771327,0.01909542,0.004258123,0.02024412,0.01858602,0.01991849,0.1721539,0.2141629,0.00133903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1130216,0.01984248,0.7751525,0.003842928,0.0006812685,0.002348023,0.05710659,0.0171232,0.01088145],"genre_scores_gemma":[0.3328788,0.003730749,0.6368396,0.000501141,0.0004406503,0.004648344,0.01717506,0.002771813,0.001013829],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9207682,"threshold_uncertainty_score":0.4190229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149841912708307,"score_gpt":0.3500712724196284,"score_spread":0.2350870811487977,"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."}}