{"id":"W4320913421","doi":"10.1016/j.clinph.2023.02.160","title":"Brain network properties of clinical versus subclinical seizures among critically ill children","year":2023,"lang":"en","type":"article","venue":"Clinical Neurophysiology","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Children's Hospital; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Subclinical infection; Electroencephalography; Epilepsy; Medicine; Alpha (finance); Psychology; Anesthesia; Internal medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559132,0.0001665284,0.0001912797,0.0004737398,0.0001539923,0.0003581083,0.0001320254,0.0001826322,0.0009006114],"category_scores_gemma":[0.002124002,0.00006850839,0.00009678361,0.000469717,0.0003710501,0.0003894713,0.0002806979,0.0002269118,0.00007240456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541646,"about_ca_system_score_gemma":0.0002336773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003607867,"about_ca_topic_score_gemma":0.00635551,"domain_scores_codex":[0.9998888,0.00002088506,0.0000102369,0.00002805892,0.00001486582,0.00003706817],"domain_scores_gemma":[0.9992728,0.0002941246,0.0002758743,0.00002310561,0.00004953848,0.00008461069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007645756,0.00004674637,0.9755204,0.00005439569,0.00006174972,0.001364435,0.0005775341,0.0007512392,0.01082147,0.0003310642,0.0001526204,0.009553892],"study_design_scores_gemma":[0.000004844248,0.0001016554,0.997674,0.000006924073,0.00001003552,0.0006938223,0.0004377455,0.0004657747,0.0004172351,0.0001087276,0.00007574125,0.000003390407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995022,0.00006794289,0.00008115477,0.00001900338,9.232507e-7,0.000002573089,0.00007877561,0.000001189688,0.0002462328],"genre_scores_gemma":[0.9997872,0.00004582088,0.00004959415,0.000004956623,0.000002070171,0.000003527055,0.0000646144,0.000001066209,0.00004123484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003607867,"threshold_uncertainty_score":0.007173717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1733717606940294,"score_gpt":0.3948339761087346,"score_spread":0.2214622154147051,"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."}}