{"id":"W4300689013","doi":"10.1684/epd.2022.1489","title":"“Generalized‐to‐focal” epilepsy: stereotactic EEG and high‐frequency oscillation patterns","year":2022,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McGill University Health Centre; Montreal Children's Hospital; University of Calgary; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Ictal; Stereoelectroencephalography; Epilepsy; Electroencephalography; Semiology; Epilepsy surgery; Medicine; Neuroscience; Psychology; Status epilepticus; Neuroimaging; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029633,0.00025554,0.0003725145,0.0002885734,0.0003748394,0.00004680425,0.0001304483,0.00004930763,0.003158631],"category_scores_gemma":[0.0001146597,0.0002361073,0.0001109471,0.0003957299,0.00007359275,0.0001084922,0.0001947452,0.0003236283,0.0001538886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557331,"about_ca_system_score_gemma":0.0001262134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091964,"about_ca_topic_score_gemma":0.000308119,"domain_scores_codex":[0.997665,0.0001965194,0.0003350969,0.0005555261,0.0006785431,0.0005692594],"domain_scores_gemma":[0.9987979,0.000122046,0.00007890614,0.0004768579,0.00005056932,0.0004737543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003005916,0.0005237305,0.9642224,0.00009351419,0.0002098145,0.0001061416,0.0005838763,0.0000783529,0.0004899385,0.002331533,0.001878437,0.02918162],"study_design_scores_gemma":[0.004232488,0.002785893,0.9790487,0.00004877715,0.0001588595,0.00007464662,0.0007251656,0.0004177218,0.00003892956,0.003059065,0.009044594,0.0003651317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870215,0.0003227805,0.0003235402,0.007980479,0.0003052811,0.001153796,0.00008288497,0.0001081361,0.002701574],"genre_scores_gemma":[0.9954591,0.0002996885,0.0007125688,0.001229188,0.00007382223,0.0004479574,0.0002097355,0.00005373758,0.001514188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02881649,"threshold_uncertainty_score":0.9977526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442229078652696,"score_gpt":0.2770275233771767,"score_spread":0.2626052325906498,"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."}}