{"id":"W4391498133","doi":"10.1097/wnp.0000000000000948","title":"Source Localization of Normal Variants Seen on EEG","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Vertex (graph theory); Epilepsy; Audiology; Partial epilepsy; Psychology; Neuroscience; Medicine; Computer science; Graph","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":[0.0004818847,0.00007752615,0.0005574696,0.0001093676,0.00006104339,0.000002094398,0.0001333382,0.00004855318,0.0004251833],"category_scores_gemma":[0.0009737564,0.00005527313,0.0002792758,0.0001469884,0.000107275,0.00002805725,0.00009648232,0.0006834769,0.00001836749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002003729,"about_ca_system_score_gemma":0.0001985546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005212202,"about_ca_topic_score_gemma":1.757816e-7,"domain_scores_codex":[0.9977179,0.0006739826,0.000916196,0.000134345,0.0003944189,0.0001631991],"domain_scores_gemma":[0.9982176,0.0007174905,0.0005235791,0.0001860984,0.0001699712,0.0001852587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07718606,0.02134431,0.6549656,0.000249201,0.001900319,0.005322477,0.0003260277,0.04682172,0.05656029,0.0009127127,0.01730242,0.1171088],"study_design_scores_gemma":[0.006437939,0.05346765,0.9195338,0.00003665157,0.0001356505,0.0003719414,0.00004955185,0.002282488,0.0003588973,0.0004031486,0.01684581,0.0000764584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975442,0.00002813288,0.0003046964,0.00104211,0.0004275858,0.0001020218,0.000005869746,0.000004846388,0.0005405452],"genre_scores_gemma":[0.9974662,0.0001461411,0.0001123199,0.001661513,0.0003027796,0.00000184037,0.000005799319,0.00001271833,0.0002907073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645682,"threshold_uncertainty_score":0.4655459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05749071658503842,"score_gpt":0.3967097037282246,"score_spread":0.3392189871431862,"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."}}