{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280938,0.0003828191,0.0003819531,0.0005236566,0.0001602913,0.0005898988,0.0003220951,0.0004465271,0.001132144],"category_scores_gemma":[0.007397669,0.0002286832,0.0004859672,0.0004438986,0.0002742057,0.0006146962,0.0003428633,0.0002167167,0.0002310608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003792835,"about_ca_system_score_gemma":0.000688999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005636331,"about_ca_topic_score_gemma":0.003646028,"domain_scores_codex":[0.9996957,0.0001678653,0.00001831375,0.00002286318,0.00007694418,0.00001824182],"domain_scores_gemma":[0.9977933,0.001616498,0.0001224169,0.0002007557,0.0002399762,0.00002701346],"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":[0.0002038393,0.00002771127,0.001844504,0.0001070756,0.00005569045,0.0001008943,0.0001689277,0.9457939,0.007765792,0.005537238,0.0004003056,0.03799408],"study_design_scores_gemma":[0.00000947985,0.00004343838,0.001020047,0.000005838824,0.00001210136,0.00008374028,0.00003753546,0.9948164,0.002302191,0.001243275,0.0004159638,0.00001010403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.308089,0.0005805058,0.6864507,0.000425718,0.00002794555,0.00009611923,0.0002462897,0.0004950626,0.00358868],"genre_scores_gemma":[0.9076358,0.0005490558,0.09069491,0.00003513831,0.00001098497,0.00006937468,0.0002867589,0.0001413796,0.0005765766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005636331,"threshold_uncertainty_score":0.01120704,"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."}}