{"id":"W4283361158","doi":"10.1017/cjn.2022.88","title":"GP.4 The epilepsy surgery experience in children with infantile spasms at a tertiary care centre in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Hemimegalencephaly; Medicine; Hypsarrhythmia; Epilepsy; Hemispherectomy; Epilepsy surgery; Epileptic spasms; Pediatrics; Encephalomalacia; Surgery; Retrospective cohort study; Etiology; Cortical dysplasia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001552674,0.0002880512,0.0001925136,0.000706715,0.002163527,0.0006224283,0.0005642145,0.0003977009,0.004017728],"category_scores_gemma":[0.0008431884,0.0002597316,0.0002373857,0.001338041,0.0007704158,0.0002022862,0.0006771488,0.0005698337,0.0003682277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223765,"about_ca_system_score_gemma":0.01476846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.81826,"about_ca_topic_score_gemma":0.941156,"domain_scores_codex":[0.9995103,0.00002804488,0.00002621615,0.00004151319,0.0001227717,0.0002712487],"domain_scores_gemma":[0.9987323,0.00005617064,0.0003335447,0.00001999126,0.0002627775,0.0005952148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002771106,0.00004545452,0.9798188,0.00005752097,0.00001775047,0.008298553,0.001788102,0.00009480927,0.0005890874,0.0001408513,0.002245146,0.006876085],"study_design_scores_gemma":[0.000007981424,0.0001072853,0.9794275,0.00007669986,0.00001500583,0.01134711,0.005675384,0.0001470168,0.0002299915,0.00003881925,0.002911597,0.00001562951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950345,0.0004438368,0.00004575968,0.0004034989,0.00001642183,0.00003158835,0.0003894257,0.00001246805,0.003622574],"genre_scores_gemma":[0.9979266,0.0004126023,0.0001447485,0.0002456366,0.00001192642,0.00001422027,0.0002229625,0.00000634753,0.001015011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.81826,"threshold_uncertainty_score":0.3656207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039170646474636,"score_gpt":0.252956979340525,"score_spread":0.2325652728757786,"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."}}