{"id":"W1979615865","doi":"10.1111/epi.12756","title":"Clinical, <scp>EEG</scp>,<scp> MRI,</scp> MEG, and surgical outcomes of pediatric epilepsy with astrocytic inclusions versus focal cortical dysplasia","year":2014,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cortical dysplasia; Ictal; Magnetic resonance imaging; Epileptic spasms; Electroencephalography; Magnetoencephalography; Epilepsy; Medicine; Spike-and-wave; Epilepsy surgery; Dysplasia; Radiology; Pathology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001432449,0.0006213581,0.001704306,0.0003650554,0.0003589918,0.00005806209,0.0003422868,0.0004453781,0.00008157576],"category_scores_gemma":[0.005442324,0.0004347963,0.0004297361,0.0006326727,0.0008907254,0.0001651668,0.0004744858,0.001244064,0.0002486702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432599,"about_ca_system_score_gemma":0.0005172782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005363049,"about_ca_topic_score_gemma":0.00004856327,"domain_scores_codex":[0.9943914,0.0006209794,0.0012882,0.001032541,0.001375565,0.001291281],"domain_scores_gemma":[0.9845045,0.01205759,0.0003628034,0.001006468,0.0003226725,0.001745972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005101293,0.001452302,0.9857322,0.0001409385,0.0006428037,0.0005532725,0.0002097513,0.000007539845,0.00002502559,0.001847723,0.007384969,0.001493327],"study_design_scores_gemma":[0.0187843,0.01006468,0.9542835,0.00008770891,0.001176788,0.0001925373,0.0004119665,0.0008882431,0.0001158359,0.0001323477,0.01374702,0.0001150552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882452,0.0006055371,0.0005925198,0.0005471995,0.000393422,0.000975968,0.00005387024,0.0001562422,0.008430004],"genre_scores_gemma":[0.9927931,0.001166765,0.003670688,0.0001506811,0.00064323,0.00009408833,0.0001030604,0.00009449657,0.001283909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0314487,"threshold_uncertainty_score":0.9998104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676382184008377,"score_gpt":0.3310311840433088,"score_spread":0.3042673622032251,"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."}}