{"id":"W2091623371","doi":"10.1002/hbm.20171","title":"Generic head models for atlas‐based EEG source analysis","year":2005,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Biomedical Imaging and Bioengineering","keywords":"Atlas (anatomy); Computer science; Electroencephalography; Artificial intelligence; Pattern recognition (psychology); Computer vision; Geology; Neuroscience; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003774468,0.0002334781,0.000345228,0.0004885077,0.00101058,0.00009683441,0.0002878912,0.00006489002,0.00007561162],"category_scores_gemma":[0.001511011,0.0002469483,0.0003423182,0.0009799525,0.0001254577,0.0002606412,0.0000983311,0.0001363529,0.00004400604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429056,"about_ca_system_score_gemma":0.00003387248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000253063,"about_ca_topic_score_gemma":0.0001926711,"domain_scores_codex":[0.9979581,0.000135962,0.0003030265,0.0007900311,0.0003441966,0.000468711],"domain_scores_gemma":[0.9953805,0.003924363,0.0001333421,0.0004125725,0.00006507023,0.0000841763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003098943,0.0001332937,0.0005090974,0.00005136893,0.0001553312,0.000003921299,0.0006630722,0.4213147,0.5476466,0.006689311,0.01946267,0.003339619],"study_design_scores_gemma":[0.0009940572,0.00008048629,0.005016381,0.00002348597,0.000114569,0.000004065325,0.0001129772,0.78036,0.006114986,0.003970273,0.202681,0.0005276535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3506907,0.0001093168,0.6226884,0.02104768,0.0001227887,0.0006011775,0.00003023409,0.0004245217,0.004285289],"genre_scores_gemma":[0.9774837,0.000001537006,0.002960275,0.0157602,0.0003149454,0.0001495439,0.00001258179,0.00003559504,0.003281598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6267931,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1218394080344914,"score_gpt":0.3069390653209373,"score_spread":0.1850996572864459,"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."}}