{"id":"W2045444083","doi":"10.1155/2010/972060","title":"Realistic and Spherical Head Modeling for EEG Forward Problem Solution: A Comparative Cortex-Based Analysis","year":2010,"lang":"en","type":"article","venue":"Computational Intelligence and Neuroscience","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Spherical model; Computer science; Head (geology); Dipole; Artificial intelligence; Geometry; Physics; Mathematics; Neuroscience; Geology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009433586,0.00009834259,0.000187884,0.00007870201,0.0002443329,0.00003631842,0.00006916132,0.00003500622,0.000004683267],"category_scores_gemma":[0.00005144515,0.0000868687,0.00005097317,0.000461971,0.0003050006,0.00008043476,0.000027108,0.0001289017,6.713312e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001002864,"about_ca_system_score_gemma":0.00005913788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001577837,"about_ca_topic_score_gemma":0.00002215378,"domain_scores_codex":[0.9991261,0.000007814021,0.0002044548,0.0003662813,0.0001486102,0.0001467767],"domain_scores_gemma":[0.9993535,0.0001635086,0.00006027927,0.0001063298,0.0001877989,0.0001285756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007289205,0.0001439861,0.0009137078,0.00003176277,0.000007645378,0.000002255206,0.0001136632,0.9518664,0.01034516,0.03007021,0.00004385232,0.006388467],"study_design_scores_gemma":[0.0000825,0.0001777848,0.002770008,0.00001178492,0.0000735398,0.00002158866,0.00002473993,0.9776649,0.0007527378,0.01803542,0.0002970193,0.00008799827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04078119,0.00002997139,0.9577349,0.0008794127,0.00002355562,0.0004124909,0.00001998817,0.00004783408,0.00007067461],"genre_scores_gemma":[0.7544487,0.00001406622,0.244906,0.0004997844,0.00001384536,0.00006923333,0.00002083571,0.000003781205,0.00002379375],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7136675,"threshold_uncertainty_score":0.3542403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189640954728866,"score_gpt":0.4162514302707582,"score_spread":0.2972873347978717,"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."}}