{"id":"W3112291148","doi":"10.1017/cjn.2020.268","title":"Intervention Time and Adverse Events in a Canadian Epilepsy Monitoring Unit","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Epilepsy; Adverse effect; Odds ratio; Neurology; Emergency medicine; Pediatrics; Anesthesia; Internal medicine; Psychiatry","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":[0.0009955476,0.0003492648,0.0003227195,0.001523495,0.001361272,0.0007629494,0.0009182495,0.0003405767,0.001172559],"category_scores_gemma":[0.009275402,0.0002385792,0.0003531648,0.003897993,0.0005362166,0.0003113027,0.001131437,0.0006126235,0.00008398595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01433339,"about_ca_system_score_gemma":0.01272353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.776463,"about_ca_topic_score_gemma":0.8255624,"domain_scores_codex":[0.9968626,0.0003010528,0.0002951176,0.0002838459,0.00166618,0.000591243],"domain_scores_gemma":[0.9913469,0.0008512386,0.004153746,0.0001546222,0.002271215,0.001222255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328179,0.00002253841,0.9930675,0.00006031684,0.00002404596,0.0002871026,0.0002598356,0.00009941494,0.0001198171,0.00002950433,0.0004527352,0.005444425],"study_design_scores_gemma":[0.000004369424,0.00005745908,0.9987469,0.00002333474,0.000008036976,0.0002199302,0.0002684126,0.0001863385,0.00007043216,0.00000763442,0.0004011456,0.000006040291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966515,0.0005770318,0.000117058,0.0002582492,0.00001049485,0.00007017414,0.000995155,0.000009972679,0.001310531],"genre_scores_gemma":[0.9985822,0.0003186318,0.0002276985,0.0001031516,0.000009969754,0.00002274325,0.0006026432,0.000003209092,0.0001297518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.776463,"threshold_uncertainty_score":0.4497069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05284312829233852,"score_gpt":0.3142075923858093,"score_spread":0.2613644640934707,"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."}}